CN117284174B - Seating sensing method and system for child safety seat - Google Patents
Seating sensing method and system for child safety seat Download PDFInfo
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- CN117284174B CN117284174B CN202311325382.0A CN202311325382A CN117284174B CN 117284174 B CN117284174 B CN 117284174B CN 202311325382 A CN202311325382 A CN 202311325382A CN 117284174 B CN117284174 B CN 117284174B
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Classifications
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60N—SEATS SPECIALLY ADAPTED FOR VEHICLES; VEHICLE PASSENGER ACCOMMODATION NOT OTHERWISE PROVIDED FOR
- B60N2/00—Seats specially adapted for vehicles; Arrangement or mounting of seats in vehicles
- B60N2/24—Seats specially adapted for vehicles; Arrangement or mounting of seats in vehicles for particular purposes or particular vehicles
- B60N2/26—Seats specially adapted for vehicles; Arrangement or mounting of seats in vehicles for particular purposes or particular vehicles for children
- B60N2/28—Seats readily mountable on, and dismountable from, existing seats or other parts of the vehicle
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60N—SEATS SPECIALLY ADAPTED FOR VEHICLES; VEHICLE PASSENGER ACCOMMODATION NOT OTHERWISE PROVIDED FOR
- B60N2/00—Seats specially adapted for vehicles; Arrangement or mounting of seats in vehicles
- B60N2/002—Seats provided with an occupancy detection means mounted therein or thereon
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60R—VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
- B60R21/00—Arrangements or fittings on vehicles for protecting or preventing injuries to occupants or pedestrians in case of accidents or other traffic risks
- B60R21/01—Electrical circuits for triggering passive safety arrangements, e.g. airbags, safety belt tighteners, in case of vehicle accidents or impending vehicle accidents
- B60R21/015—Electrical circuits for triggering passive safety arrangements, e.g. airbags, safety belt tighteners, in case of vehicle accidents or impending vehicle accidents including means for detecting the presence or position of passengers, passenger seats or child seats, and the related safety parameters therefor, e.g. speed or timing of airbag inflation in relation to occupant position or seat belt use
- B60R21/01512—Passenger detection systems
- B60R21/01516—Passenger detection systems using force or pressure sensing means
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60R—VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
- B60R21/00—Arrangements or fittings on vehicles for protecting or preventing injuries to occupants or pedestrians in case of accidents or other traffic risks
- B60R21/01—Electrical circuits for triggering passive safety arrangements, e.g. airbags, safety belt tighteners, in case of vehicle accidents or impending vehicle accidents
- B60R21/015—Electrical circuits for triggering passive safety arrangements, e.g. airbags, safety belt tighteners, in case of vehicle accidents or impending vehicle accidents including means for detecting the presence or position of passengers, passenger seats or child seats, and the related safety parameters therefor, e.g. speed or timing of airbag inflation in relation to occupant position or seat belt use
- B60R21/01556—Child-seat detection systems
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- Mechanical Engineering (AREA)
- Aviation & Aerospace Engineering (AREA)
- Transportation (AREA)
- Health & Medical Sciences (AREA)
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- Seats For Vehicles (AREA)
- Chair Legs, Seat Parts, And Backrests (AREA)
Abstract
Description
技术领域Technical Field
本发明涉及安全座椅技术领域,尤其涉及一种儿童安全座椅上的入座感应方法及系统。The present invention relates to the technical field of safety seats, and in particular to a seating sensing method and system for a child safety seat.
背景技术Background technique
儿童安全座椅是保护儿童乘坐汽车时的重要装备,准确的入座感应可以确保儿童正确地坐在座位上,以最大程度地减少在交通事故中受伤的风险,相反,不准确的入座感应可能导致儿童不安全的坐姿或位置,从而增加了伤害的可能性,在许多国家,使用儿童安全座椅是法律要求的,违反这些法规可能会导致罚款或其他法律后果,因此,准确的入座感应是确保遵守法规的重要一环。Child safety seats are important equipment for protecting children when riding in cars. Accurate seat sensing can ensure that children sit in the seat correctly to minimize the risk of injury in traffic accidents. On the contrary, inaccurate seat sensing may cause children to sit in an unsafe position or position, thereby increasing the possibility of injury. In many countries, the use of child safety seats is required by law. Violation of these regulations may result in fines or other legal consequences. Therefore, accurate seat sensing is an important part of ensuring compliance with regulations.
现有中国专利CN113386634A公开了一种拥有智能控制系统的汽车座椅,包括:每个座椅上的压力传感器的个数为四个,包括两个中心压力传感器和两个边缘压力传感器,四个压力传感器检测的压力的总和作为对外输出的压力数值:且当两个边缘压力传感器检测的压力值的和小于两个中心压力传感器检测的压力数值的和时,计算边缘压力传感器检测的压力数值的和与中心压力传感器检测的压力数值的和的差值,如果差值大于阀值则给智能控制处理器发送纤瘦信号,判断该座椅上的乘客较纤瘦,如果差值小于闽值则给智能控制处理器发送丰腴信号,判断该座椅上的乘客较丰腴。上述智能控制系统的汽车座椅能够根据中心压力传感器和边缘压力传感器的压力数值来判断乘客的体态,但上述方案中的四个压力传感器仅仅安放在座椅坐垫上,若仅仅用座椅座垫区域的压力来进行入座感应的判断可能导致误报,将宠物或其他物体错误地识别为儿童,这会引发不必要的干扰和困扰,降低了系统的可信度和可用性。The existing Chinese patent CN113386634A discloses a car seat with an intelligent control system, including: the number of pressure sensors on each seat is four, including two central pressure sensors and two edge pressure sensors, the sum of the pressures detected by the four pressure sensors is used as the pressure value output to the outside; and when the sum of the pressure values detected by the two edge pressure sensors is less than the sum of the pressure values detected by the two central pressure sensors, the difference between the sum of the pressure values detected by the edge pressure sensors and the sum of the pressure values detected by the central pressure sensors is calculated, if the difference is greater than the threshold, a thin signal is sent to the intelligent control processor to judge that the passenger on the seat is thin, if the difference is less than the threshold, a plump signal is sent to the intelligent control processor to judge that the passenger on the seat is plump. The car seat with the above intelligent control system can judge the body shape of the passenger according to the pressure values of the central pressure sensor and the edge pressure sensor, but the four pressure sensors in the above scheme are only placed on the seat cushion, if only the pressure of the seat cushion area is used to judge the seat-entry sensing, it may cause false alarms, and pets or other objects are mistakenly identified as children, which will cause unnecessary interference and trouble, reducing the credibility and availability of the system.
为此,如何在儿童安全座椅上准确地实现儿童入座感应,避免宠物或其他物品的干扰是亟待解决的问题。Therefore, how to accurately sense the child's seating position on a child safety seat and avoid interference from pets or other objects is an urgent problem to be solved.
发明内容Summary of the invention
有鉴于此,本发明提供了一种儿童安全座椅上的入座感应方法及系统,用以解决现有技术中由于宠物或其他物品的干扰,在儿童安全座椅上无法准确地实现儿童入座感应的问题。In view of this, the present invention provides a seating sensing method and system for a child safety seat, which is used to solve the problem in the prior art that the child seating sensing cannot be accurately implemented on the child safety seat due to interference from pets or other objects.
本发明采用的技术方案是:The technical solution adopted by the present invention is:
第一方面,本发明提供了一种儿童安全座椅上的入座感应方法,所述方法包括:In a first aspect, the present invention provides a method for sensing seating on a child safety seat, the method comprising:
S1:获取儿童安全座椅上预设区域的压力感应触发信息,所述预设区域至少包括:头靠区域、靠背区域和座面区域;S1: Obtaining pressure sensing trigger information of a preset area on the child safety seat, wherein the preset area at least includes: a headrest area, a backrest area, and a seat surface area;
S2:依据所述压力感应触发信息,若检测到所述座面区域被触发,则确定有待识别目标入座;S2: if it is detected that the seat surface area is triggered according to the pressure sensing trigger information, it is determined that the target to be identified is seated;
S3:当确定有待识别目标入座时,若检测到所述靠背区域被触发和/或所述头靠区域被触发,则确定所述待识别目标为儿童;S3: when it is determined that a target to be identified is seated, if it is detected that the backrest area is triggered and/or the headrest area is triggered, it is determined that the target to be identified is a child;
S4:当确定为儿童入座时,控制所述安全座椅工作。S4: When it is determined that a child is seated, the safety seat is controlled to operate.
优选地,所述S1包括:Preferably, the S1 includes:
S11:获取所述儿童安全座椅的各所述预设区域中支撑材料的初始密度,其中,头靠区域对应支撑材料的第一初始密度,靠背区域对应支撑材料的第二初始密度,座面区域对应支撑材料的第三初始密度,第一初始密度小于第二初始密度,第二初始密度小于第三初始密度;S11: obtaining the initial density of the supporting material in each of the preset areas of the child safety seat, wherein the headrest area corresponds to the first initial density of the supporting material, the backrest area corresponds to the second initial density of the supporting material, and the seat area corresponds to the third initial density of the supporting material, the first initial density is less than the second initial density, and the second initial density is less than the third initial density;
S12:依据预设的儿童年龄和儿童体重,对所述第一初始密度、第二初始密度以及第三初始密度分别进行调整直至所述支撑材料可承受与预设的儿童年龄和儿童体重相对应的触发压力,其中,所述触发压力包括第一触发压力、第二触发压力和第三触发压力;S12: adjusting the first initial density, the second initial density, and the third initial density respectively according to the preset child age and child weight until the supporting material can withstand the triggering pressure corresponding to the preset child age and child weight, wherein the triggering pressure includes a first triggering pressure, a second triggering pressure, and a third triggering pressure;
S13:若所述第一初始密度调整后头靠区域对应的支撑材料承受的实际压力大于所述第一触发压力,则检测到所述头部区域被触发;S13: if the actual pressure borne by the supporting material corresponding to the headrest area after the first initial density is adjusted is greater than the first triggering pressure, it is detected that the head area is triggered;
S14:若所述第二初始密度调整后靠背区域对应的支撑材料承受的实际压力大于所述第二触发压力,则检测到所述靠背区域被触发;S14: if the actual pressure on the supporting material corresponding to the backrest area after the second initial density is adjusted is greater than the second triggering pressure, it is detected that the backrest area is triggered;
S15:若所述第三初始密度调整后座面区域对应的支撑材料承受的实际压力大于所述第三触发压力,则检测到所述座面区域被触发。S15: If the actual pressure on the supporting material corresponding to the seat surface area after the third initial density adjustment is greater than the third triggering pressure, it is detected that the seat surface area is triggered.
优选地,所述S11包括:Preferably, the S11 includes:
S111:将所述座面区域分为若干目标区域,其中,所述目标区域至少包括:座面前部区域、座面两侧区域和座面后部区域;S111: Divide the seat surface area into a plurality of target areas, wherein the target areas at least include: a seat front area, a seat side area, and a seat rear area;
S112:对各所述目标区域中支撑材料的密度进行调整,得出目标密度,其中,所述目标密度至少包括:座面前部区域对应的第一目标密度,座面两侧区域对应的第二目标密度和座面后部区域对应的第三目标密度,第二目标密度小于所述第一目标密度,第一目标密度小于所述第三目标密度;S112: adjusting the density of the support material in each of the target areas to obtain a target density, wherein the target density at least includes: a first target density corresponding to the front area of the seat surface, a second target density corresponding to the two side areas of the seat surface, and a third target density corresponding to the rear area of the seat surface, the second target density is less than the first target density, and the first target density is less than the third target density;
S113:对所述第一目标密度、第二目标密度和第三目标密度进行求平均处理,得出所述第三初始密度。S113: averaging the first target density, the second target density and the third target density to obtain the third initial density.
优选地,所述S3包括:Preferably, the S3 includes:
S31:当确定有待识别目标入座时,若检测到所述靠背区域被触发和/或所述头靠区域被触发,获取各所述预设区域的实时热红外辐射强度;S31: when it is determined that the target to be identified is seated, if it is detected that the backrest area is triggered and/or the headrest area is triggered, obtaining the real-time thermal infrared radiation intensity of each of the preset areas;
S32:依据所述实时热红外辐射强度,计算各所述预设区域的实时温度值;S32: Calculating the real-time temperature value of each of the preset areas according to the real-time thermal infrared radiation intensity;
S33:判断所述实时温度值是否与预设的目标温度匹配,当匹配上时,则确定所述待识别目标为儿童。S33: Determine whether the real-time temperature value matches a preset target temperature, and if so, determine that the target to be identified is a child.
优选地,所述S33包括:Preferably, the S33 includes:
S331:获取座面区域对应的第一温度区间,靠背区域对应的第二温度区间和头靠区域对应的第三温度区间;S331: Acquire a first temperature interval corresponding to the seat surface area, a second temperature interval corresponding to the backrest area, and a third temperature interval corresponding to the headrest area;
S332:获取座面区域对应的第一实时温度均值,靠背区域对应的第二实时温度均值和头靠区域对应的第三实时温度均值;S332: Obtaining a first real-time average temperature corresponding to the seat surface area, a second real-time average temperature corresponding to the backrest area, and a third real-time average temperature corresponding to the headrest area;
S333:若所述第一温度均值在所述第一温度区间内,和/或,第二温度均值在所述第二温度区间内,和/或,第三温度均值在所述第三温度区间内,则确定所述待识别目标为儿童。S333: If the first temperature mean is within the first temperature range, and/or the second temperature mean is within the second temperature range, and/or the third temperature mean is within the third temperature range, it is determined that the target to be identified is a child.
优选地,所述S332包括:Preferably, the S332 includes:
S3321:获取预设的第一时间间隔;S3321: Obtain a preset first time interval;
S3322:依据所述第一时间间隔,获取在所述第一时间间隔内各预设区域对应的实时温度值集合;S3322: Acquire a set of real-time temperature values corresponding to each preset area within the first time interval according to the first time interval;
S3323:对所述实时温度值集合进行求平均处理,输出所述实时温度均值。S3323: Perform averaging processing on the real-time temperature value set and output the real-time temperature mean.
优选地,所述S333包括:Preferably, the S333 includes:
S3331:若所述第一温度均值在所述第一温度区间内,和/或,第二温度均值在所述第二温度区间内,和/或,第三温度均值在所述第三温度区间内,则获取预设的第二时间间隔;S3331: If the first temperature average is within the first temperature interval, and/or the second temperature average is within the second temperature interval, and/or the third temperature average is within the third temperature interval, then obtain a preset second time interval;
S3332:依据所述第二时间间隔,统计在所述第二时间间隔内的安全带伸缩原始数据;S3332: Counting the original data of seat belt extension and retraction in the second time interval according to the second time interval;
S3333:依据所述原始数据和所述第二时间间隔,计算入座目标的实时呼吸频率;S3333: Calculating the real-time breathing frequency of the seated target according to the original data and the second time interval;
S3334:当所述实时呼吸频率在预设的儿童呼吸频率区间时,确定所述待识别目标为儿童。S3334: When the real-time respiratory frequency is within a preset children's respiratory frequency range, it is determined that the target to be identified is a child.
优选地,所述S3333包括:Preferably, the S3333 includes:
S33331:对所述原始数据进行滤波处理,输出滤波后的初始数据;S33331: Filter the original data and output the filtered initial data;
S33332:将所述初始数据输入预训练的机器学习模型中进行二次校正,输出校正后的目标数据,其中,所述目标数据至少包括:安全带拉伸次数和安全带收缩次数,所述机器学习模型至少基于以下算法之一进行构建:支持向量机,随机森林和深度学习模型。S33332: Input the initial data into a pre-trained machine learning model for secondary correction, and output the corrected target data, wherein the target data includes at least: the number of seat belt extensions and the number of seat belt contractions, and the machine learning model is constructed based on at least one of the following algorithms: support vector machine, random forest and deep learning model.
第二方面,本发明实施例还提供一种儿童安全座椅上的入座感应系统,所述系统包括:座椅本体、压力检测单元、控制器和红外热释电传感器,所述座椅主体,可拆卸设置于车辆内,用于供儿童乘坐;所述压力检测单元,设置于座椅头靠区域、靠背区域和座面区域,用于承受压力,并将触发信号传输给所述控制器;所述红外热释电传感器,设置于座椅头靠、靠背和座面区域,用于采集实时热红外辐射强度,并将采集数据传输给所述控制器;所述控制器,用于实现如权利要求1-8任一项所述的儿童安全座椅上的入座感应方法。In a second aspect, an embodiment of the present invention further provides a seating sensing system for a child safety seat, the system comprising: a seat body, a pressure detection unit, a controller and an infrared pyroelectric sensor, the seat body being detachably arranged in a vehicle for a child to sit on; the pressure detection unit being arranged in the headrest area, backrest area and seat surface area of the seat, for bearing pressure and transmitting a trigger signal to the controller; the infrared pyroelectric sensor being arranged in the headrest area, backrest area and seat surface area of the seat, for collecting real-time thermal infrared radiation intensity and transmitting the collected data to the controller; the controller being used to implement the seating sensing method for a child safety seat as described in any one of claims 1 to 8.
优选地,所述压力检测单元包括:第一麦拉片、支撑材料和第二麦拉片,其中,所述上、下麦拉片上分别贴有导电锡箔。Preferably, the pressure detection unit comprises: a first Mylar sheet, a supporting material and a second Mylar sheet, wherein the upper and lower Mylar sheets are respectively affixed with conductive tin foil.
综上所述,本发明的有益效果如下:In summary, the beneficial effects of the present invention are as follows:
本发明提供的儿童安全座椅上的入座感应方法及系统,所述方法包括:获取儿童安全座椅上预设区域的压力感应触发信息,所述预设区域至少包括:头靠区域、靠背区域和座面区域;依据所述压力感应触发信息,若检测到所述座面区域被触发,则确定有待识别目标入座;当确定有待识别目标入座时,若检测到所述靠背区域被触发和/或所述头靠区域被触发,则确定所述待识别目标为儿童;当确定为儿童入座时,控制所述安全座椅工作。本发明通过设置多个预设区域,包括头靠、靠背和座面区域,可以更全面地监测座位上的触发情况,由于头靠和靠背区域与儿童入座位置密切相关,这种多区域触发识别可以提高入座感应的准确性,同时,通过检测待识别目标入座,再进一步儿童入座,增加了不同的识别层次,有助于进一步准确地区分儿童和非儿童的其他物品,例如,书本、衣服和宠物等,当确定有待识别目标入座时,若检测到所述靠背区域被触发和/或所述头靠区域被触发,则识别为儿童入座,才识别为儿童入座,进一步避免了其他物品引起的误触情况,一旦识别为儿童入座,还提供了控制安全座椅进行加热的功能,这对于确保儿童在座位上的舒适度和安全性非常重要,将儿童入座感应作为启动条件,通过及时的加热控制,为儿童提供更好的乘坐体验。因此,本发明通过多区域触发和差异化识别,以及加热控制功能,提高了儿童入座感应的准确性和实用性,同时考虑到了儿童的舒适性和安全性。The present invention provides a seating sensing method and system for a child safety seat, the method comprising: obtaining pressure sensing trigger information of a preset area on the child safety seat, the preset area comprising at least a headrest area, a backrest area and a seat surface area; based on the pressure sensing trigger information, if it is detected that the seat surface area is triggered, it is determined that a target to be identified is seated; when it is determined that the target to be identified is seated, if it is detected that the backrest area is triggered and/or the headrest area is triggered, it is determined that the target to be identified is a child; when it is determined that a child is seated, the safety seat is controlled to operate. The present invention can monitor the triggering situation on the seat more comprehensively by setting multiple preset areas, including the headrest, backrest and seat surface areas. Since the headrest and backrest areas are closely related to the child's seat position, this multi-area trigger recognition can improve the accuracy of seat sensing. At the same time, by detecting the seat of the target to be identified, and then further the child's seat, different recognition levels are added, which helps to further accurately distinguish children from other non-children's items, such as books, clothes and pets. When it is determined that the target to be identified is seated, if the backrest area is detected to be triggered and/or the headrest area is triggered, it is identified as a child sitting, and then it is identified as a child sitting, further avoiding the accidental touch caused by other items. Once it is identified as a child sitting, it also provides a function of controlling the safety seat to heat, which is very important for ensuring the comfort and safety of children in the seat. The child seat sensing is used as a starting condition, and timely heating control is used to provide children with a better riding experience. Therefore, the present invention improves the accuracy and practicality of child seat sensing through multi-area triggering and differentiated recognition, as well as heating control functions, while taking into account the comfort and safety of children.
附图说明BRIEF DESCRIPTION OF THE DRAWINGS
为了更清楚地说明本发明实施例的技术方案,下面将对本发明实施例中所需要使用的附图作简单地介绍,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图,这些均在本发明的保护范围内。In order to more clearly illustrate the technical solution of the embodiment of the present invention, the drawings required for use in the embodiment of the present invention will be briefly introduced below. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying any creative work, and these are all within the protection scope of the present invention.
图1为本发明实施例1中儿童安全座椅上的入座感应系统的结构示意图;FIG1 is a schematic structural diagram of a seating sensing system on a child safety seat in Embodiment 1 of the present invention;
图2为本发明实施例1中压力检测单元的结构示意图;FIG2 is a schematic diagram of the structure of a pressure detection unit in Embodiment 1 of the present invention;
图3为本发明实施例2中儿童安全座椅上的入座感应方法的整体工作的流程示意图;FIG3 is a schematic diagram of the overall working process of the seating sensing method for a child safety seat in Embodiment 2 of the present invention;
图4为本发明实施例2中获取预设区域触发情况的流程示意图;FIG4 is a schematic diagram of a process for obtaining a trigger condition of a preset area in Embodiment 2 of the present invention;
图5为本发明实施例2中获取座面区域支撑材料对应的初始密度的流程示意图;FIG5 is a schematic diagram of a process for obtaining the initial density of the support material in the seat surface area in Embodiment 2 of the present invention;
图6为本发明实施例3中进一步通过各所述预设区域的实时热红外辐射强度来识别儿童入座的流程示意图;FIG6 is a schematic diagram of a process for further identifying a child's seat by using the real-time thermal infrared radiation intensity of each of the preset areas in Embodiment 3 of the present invention;
图7为本发明实施例3中对实时温度和目标温度进行匹配的流程示意图;FIG7 is a schematic diagram of a process for matching the real-time temperature with the target temperature in Embodiment 3 of the present invention;
图8为本发明实施例3中获取实时温度均值的流程示意图;FIG8 is a schematic diagram of a process for obtaining a real-time temperature average in Embodiment 3 of the present invention;
图9为本发明实施例4中进一步依据呼吸频率识别儿童入座的流程示意图;FIG9 is a schematic diagram of a process of further identifying a child's seat according to breathing frequency in Embodiment 4 of the present invention;
图10为本发明实施例4中对采集的安全带伸缩原始数据进行预处理的流程示意图;10 is a schematic diagram of a flow chart of preprocessing collected raw data of seat belt extension and retraction in Embodiment 4 of the present invention;
图中标号如下:The numbers in the figure are as follows:
1-座椅本体;21-座面区域的压力检测单元;22-背靠区域的压力检测单元;23-头靠区域的压力检测单元;3-红外热释电传感器;41-上麦拉片;42-下麦拉片;5-导电锡箔;6-支撑材料。1-seat body; 21-pressure detection unit in the seat area; 22-pressure detection unit in the backrest area; 23-pressure detection unit in the headrest area; 3-infrared pyroelectric sensor; 41-upper Mylar sheet; 42-lower Mylar sheet; 5-conductive tin foil; 6-support material.
具体实施方式Detailed ways
为使本发明实施例的目的、技术方案和优点更加清楚,下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述。需要说明的是,在本文中,诸如第一和第二等之类的关系术语仅仅用来将一个实体或者操作与另一个实体或操作区分开来,而不一定要求或者暗示这些实体或操作之间存在任何这种实际的关系或者顺序。在本发明的描述中,需要理解的是,术语“中心”、“上”、“下”、“前”、“后”、“左”、“右”、“竖直”、“水平”、“顶”、“底”、“内”、“外”等指示的方位或位置关系为基于附图所示的方位或位置关系,仅是为了便于描述本申请和简化描述,而不是指示或暗示所指的装置或元件必须具有特定的方位、以特定的方位构造和操作,因此不能理解为对本发明的限制。而且,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、物品或者设备不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、物品或者设备所固有的要素。在没有更多限制的情况下,由语句“包括……”限定的要素,并不排除在包括所述要素的过程、方法、物品或者设备中还存在另外的相同要素。如果不冲突,本发明实施例以及实施例中的各个特征可以相互结合,均在本发明的保护范围之内。In order to make the purpose, technical solution and advantages of the embodiment of the present invention clearer, the technical solution in the embodiment of the present invention will be clearly and completely described in conjunction with the drawings in the embodiment of the present invention. It should be noted that, in this article, relational terms such as first and second are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply that there is any such actual relationship or order between these entities or operations. In the description of the present invention, it should be understood that the orientation or position relationship indicated by the terms "center", "upper", "lower", "front", "back", "left", "right", "vertical", "horizontal", "top", "bottom", "inside", "outside", etc. is based on the orientation or position relationship shown in the drawings, which is only for the convenience of describing the present application and simplifying the description, rather than indicating or implying that the device or element referred to must have a specific orientation, be constructed and operated in a specific orientation, and therefore cannot be understood as a limitation of the present invention. Moreover, the term "include", "comprise" or any other variant thereof is intended to cover non-exclusive inclusion, so that a process, method, article or device including a series of elements includes not only those elements, but also includes other elements not explicitly listed, or also includes elements inherent to such a process, method, article or device. In the absence of further restrictions, the elements defined by the phrase "comprising..." do not exclude the existence of other identical elements in the process, method, article or device comprising the elements. If there is no conflict, the embodiments of the present invention and the various features in the embodiments can be combined with each other, all within the protection scope of the present invention.
实施例1Example 1
请参见图1,本发明实施例1公开了一种儿童安全座椅上的入座感应系统,所述系统包括:座椅本体1、压力检测单元21、压力检测单元22和压力检测单元23,控制器(未图示)和红外热释电传感器3,所述座椅主体1,可拆卸设置于车辆内,用于供儿童乘坐;所述压力检测单元21、22和23,设置于座椅头靠、靠背和座面区域,用于承受儿童入座压力,并将触发信号传输给所述控制器;所述红外热释电传感器3,设置于座椅头靠、靠背和座面区域,用于采集实时热红外辐射强度,并将采集数据传输给所述控制器;所述控制器,用于实现如上述的儿童安全座椅上的入座感应方法。Please refer to Figure 1. Embodiment 1 of the present invention discloses a seating sensing system for a child safety seat, the system comprising: a seat body 1, a pressure detection unit 21, a pressure detection unit 22 and a pressure detection unit 23, a controller (not shown) and an infrared pyroelectric sensor 3. The seat body 1 can be detachably arranged in a vehicle for children to sit on; the pressure detection units 21, 22 and 23 are arranged in the headrest, backrest and seat surface areas of the seat, and are used to withstand the pressure of children sitting on the seat, and transmit the trigger signal to the controller; the infrared pyroelectric sensor 3 is arranged in the headrest, backrest and seat surface areas of the seat, and is used to collect real-time thermal infrared radiation intensity, and transmit the collected data to the controller; the controller is used to implement the seating sensing method for a child safety seat as described above.
具体地,采用本发明实施例提供的儿童安全座椅上的入座感应系统,所述系统包括:座椅本体1是一个可拆卸的座椅,通常安装在车辆内部,用于供儿童乘坐。它提供了一个安全、舒适的座位供儿童使用;压力检测单元2位于座椅的头靠、靠背和座面区域,用于感知和承受儿童入座时施加在座椅上的压力;其中,头靠区域是儿童安全座椅的顶部部分,用于提供头部和颈部的支持和保护,它通常位于座椅的顶部,并且具有适当的弧度,以确保在事故中可以有效地减轻头部的运动,头靠区域的位置应该位于儿童的头部正上方,并且高度应根据儿童的年龄和身高来调整,以确保头部得到适当的支撑,头靠区域通常与靠背区域相连接,以提供全面的头部和颈部保护;靠背区域是儿童安全座椅的背部部分,用于提供躯干的支持和保护,靠背区域通常位于儿童的背部正后方,确保在事故中躯干得到稳固的支持,从而减轻了脊椎和躯干的受伤风险,靠背区域的位置通常与头靠区域一起,以确保全面的身体支撑和保护,靠背区域的角度也应适当,以保持儿童的身体在正确的位置;座面区域是儿童安全座椅的座部部分,用于支撑儿童的臀部和大腿,座面区域通常位于靠背区域的前面,确保儿童的身体得到适当的支撑和稳固,座面区域的位置应确保儿童的大腿位于水平位置,并且膝盖弯曲角度适当,以确保儿童的舒适性和安全性。上述区域的相对位置是相互关联的,以提供全面的保护,头靠区域和靠背区域通常是紧密连接的,确保头部和躯干得到支撑,并减轻颈部和背部的伤害风险,座面区域则位于这两个区域的前面,以确保儿童的下半身得到适当的支撑。当儿童坐在座椅上时,压力检测单元会生成触发信号,并将该信号传输给控制器;红外热释电传感器3也设置在座椅的头靠、靠背和座面区域,这些传感器用于采集实时热红外辐射强度数据,提供了座椅区域的温度信息,可用于辅助儿童入座的检测;控制器:控制器是系统的核心部分,它接收来自压力检测单元和红外热释电传感器的数据。控制器实施入座感应方法,根据这些数据来确定是否有儿童入座。本系统避免了宠物或其他物品的干扰,提高了在儿童安全座椅上实现儿童入座感应的准确度。Specifically, the seating sensing system on the child safety seat provided by the embodiment of the present invention comprises: the seat body 1 is a detachable seat, which is usually installed inside the vehicle for children to sit on. It provides a safe and comfortable seat for children; the pressure detection unit 2 is located in the headrest, backrest and seat surface area of the seat, and is used to sense and withstand the pressure applied to the seat when the child sits on it; wherein, the headrest area is the top part of the child safety seat, which is used to provide support and protection for the head and neck. It is usually located at the top of the seat and has an appropriate curvature to ensure that the movement of the head can be effectively reduced in an accident. The position of the headrest area should be directly above the child's head, and the height should be adjusted according to the child's age and height to ensure that the head is properly supported. The headrest area is usually connected to the backrest area to provide comprehensive head and neck protection; the backrest area is the child safety seat The back part is used to provide support and protection for the trunk. The backrest area is usually located directly behind the child's back to ensure that the trunk is firmly supported in an accident, thereby reducing the risk of injury to the spine and trunk. The position of the backrest area is usually together with the headrest area to ensure comprehensive body support and protection. The angle of the backrest area should also be appropriate to keep the child's body in the correct position. The seat area is the seat part of the child safety seat, which is used to support the child's hips and thighs. The seat area is usually located in front of the backrest area to ensure that the child's body is properly supported and stable. The position of the seat area should ensure that the child's thighs are in a horizontal position and the knees are bent at an appropriate angle to ensure the child's comfort and safety. The relative positions of the above areas are interrelated to provide comprehensive protection. The headrest area and the backrest area are usually closely connected to ensure that the head and torso are supported and reduce the risk of injury to the neck and back. The seat area is located in front of these two areas to ensure that the child's lower body is properly supported. When a child sits on the seat, the pressure detection unit generates a trigger signal and transmits the signal to the controller; infrared pyroelectric sensors 3 are also set in the headrest, backrest and seat area of the seat. These sensors are used to collect real-time thermal infrared radiation intensity data, provide temperature information of the seat area, and can be used to assist in the detection of child seating; controller: The controller is the core part of the system, which receives data from the pressure detection unit and the infrared pyroelectric sensor. The controller implements the seating sensing method and determines whether a child is seated based on these data. This system avoids interference from pets or other objects and improves the accuracy of child seating sensing on child safety seats.
在一实施例中,请参见图2,所述压力检测单元包括:第一麦拉片41、支撑材料6和第二麦拉片42,其中,所述上、下麦拉片上分别贴有导电锡箔5。In one embodiment, referring to FIG. 2 , the pressure detection unit includes: a first Mylar sheet 41 , a supporting material 6 and a second Mylar sheet 42 , wherein conductive tin foil 5 is attached to the upper and lower Mylar sheets respectively.
具体地,压力检测单元2的上部和下部由麦拉片构成,它们是关键的支撑结构,所述麦拉片41可以通过弯曲和伸展来感知儿童入座时施加在座椅上的压力,它们的材质和设计通常经过精心选择,以确保其在长期使用中不易疲劳,具有良好的耐久性。导电铜箔5(或其他替代材料):麦拉片上贴有导电铜箔5,用于传输压力检测单元2的触发信号,这些导电铜箔可替代为其他导电材料,但其主要功能是将触发信号传输给系统的控制器,以便进一步分析;支撑材料6是关键组成部分,位于麦拉片之间,它的设计形状通常是呈"日"字形,以提供均匀的支撑,通过调整支撑材料6的密度和高度,可以控制触发的灵敏度,支撑材料6的必要特性包括支撑性,压缩变形,未压缩自动恢复原状,可选特性有防水,所述支撑材料6至少包括以下材料中的一种或多种:硅胶海绵、聚氨醋海绵和记忆棉,因支撑材料6支撑,上下导电铜箔5不会接触形成短路,当支撑材料6承受预设压力时,导电铜箔5会形成短路,支撑材料6的密度越大,能够承受的压力越大,则对应区域越不易触发。由于儿童安全座椅可能在各种环境条件下使用,防水性能是非常重要的,支撑材料6和麦拉片之间的连接通常采用防水胶粘接,以确保内部空腔不会受到水分或湿度的侵入,这有助于维护装置的稳定性和可靠性。压力检测单元2需要在儿童的使用中保持稳定和可靠。因此,麦拉片41和42、支撑材料6以及其他相关组件都必须具有出色的耐久性,能够承受儿童长时间的使用和压力,同时不失去其性能。总之,压力检测单元的设计和构造是为了确保其在儿童安全座椅上的正常运行,具有良好的耐久性、防水性能和灵敏度,以实现可靠的入座检测功能。Specifically, the upper and lower parts of the pressure detection unit 2 are composed of Mylar sheets, which are key supporting structures. The Mylar sheets 41 can sense the pressure applied to the seat when the child sits on it by bending and stretching. Their materials and designs are usually carefully selected to ensure that they are not prone to fatigue during long-term use and have good durability. Conductive copper foil 5 (or other alternative materials): Conductive copper foil 5 is attached to the Mylar sheet to transmit the trigger signal of the pressure detection unit 2. These conductive copper foils can be replaced by other conductive materials, but their main function is to transmit the trigger signal to the system controller for further analysis; the supporting material 6 is a key component and is located between the Mylar sheets. Its design shape is usually in the shape of a "sun" to provide uniform support. By adjusting the density and height of the supporting material 6, the sensitivity of the trigger can be controlled. The necessary characteristics of the supporting material 6 include support, compression deformation, and automatic recovery to the original state when not compressed. Optional characteristics include waterproofing. The supporting material 6 includes at least one or more of the following materials: silicone sponge, polyurethane sponge and memory foam. Due to the support of the supporting material 6, the upper and lower conductive copper foils 5 will not contact to form a short circuit. When the supporting material 6 is subjected to a preset pressure, the conductive copper foil 5 will form a short circuit. The greater the density of the supporting material 6 and the greater the pressure it can withstand, the less likely the corresponding area will be triggered. Since child safety seats may be used in various environmental conditions, waterproof performance is very important. The connection between the supporting material 6 and the Mylar sheet is usually bonded with waterproof glue to ensure that the internal cavity is not invaded by moisture or humidity, which helps to maintain the stability and reliability of the device. The pressure detection unit 2 needs to remain stable and reliable during the use of children. Therefore, the Mylar sheets 41 and 42, the supporting material 6 and other related components must have excellent durability and be able to withstand long-term use and pressure from children without losing their performance. In short, the pressure detection unit is designed and constructed to ensure its normal operation on the child safety seat, with good durability, waterproof performance and sensitivity to achieve reliable seat detection function.
实施例2Example 2
在完整的系统中,仅有硬件并不足以实现所需的全部功能和优化性能,为了确保硬件能够按照预期的方式工作并与其他组件协同工作,需要一个专门设计的软件控制方法,接下来的实施例2将专注于描述如何通过软件来控制和管理之前提到的硬件组件,以确保整体系统的稳定、高效和可靠运行。In a complete system, hardware alone is not sufficient to achieve all the required functions and optimize performance. In order to ensure that the hardware can work as expected and work in conjunction with other components, a specially designed software control method is required. The following Example 2 will focus on describing how to control and manage the aforementioned hardware components through software to ensure stable, efficient and reliable operation of the overall system.
请参见图3,本发明实施例2公开了一种儿童安全座椅上的入座感应方法,所述方法包括:Referring to FIG. 3 , Embodiment 2 of the present invention discloses a method for sensing seating on a child safety seat, the method comprising:
S1:获取儿童安全座椅上预设区域的压力感应触发信息,所述预设区域至少包括:头靠区域、靠背区域和座面区域;S1: Obtaining pressure sensing trigger information of a preset area on the child safety seat, wherein the preset area at least includes: a headrest area, a backrest area, and a seat surface area;
具体地,获取儿童安全座椅上预设区域的压力感应触发信息,所述预设区域至少包括:头靠区域、靠背区域和座面区域;头靠、靠背和座面区域是儿童安全座椅中最容易触发的区域,因为它们通常与儿童的身体支撑和姿势调整相关,当儿童坐在座位上时,头部通常会靠在头靠上,背部会贴紧靠背,底部会放在座面上,这种典型的入座姿势在这三个区域上会产生明显的压力或触摸,从而触发感应系统。同时,当涉及到儿童安全座椅时,需要考虑到其他可能放置在座位上的物品,如宠物、书本、衣物等,这些物品不会在头靠、靠背和座面区域产生与儿童身体相似的触发情况,例如,宠物的体积和形状与儿童不同,书本或衣物通常不会在头靠和背靠区域产生持续的重压。通过监测头靠、靠背和座面区域的触发情况,儿童安全座椅可以更精确地识别儿童是否成功入座,这种高准确度保证了后续启动座椅调节的及时性,同时,也避免了不必要的工作资源的浪费。Specifically, the pressure sensing trigger information of the preset areas on the child safety seat is obtained, and the preset areas include at least: the headrest area, the backrest area and the seat area; the headrest, backrest and seat area are the most easily triggered areas in the child safety seat, because they are usually related to the child's body support and posture adjustment. When the child sits on the seat, the head usually rests on the headrest, the back is close to the backrest, and the bottom is placed on the seat. This typical sitting posture will produce obvious pressure or touch on these three areas, thereby triggering the sensing system. At the same time, when it comes to child safety seats, other items that may be placed on the seat, such as pets, books, clothes, etc., need to be considered. These items will not produce similar triggering conditions as the child's body in the headrest, backrest and seat area. For example, the size and shape of pets are different from those of children, and books or clothes usually do not produce continuous heavy pressure in the headrest and backrest areas. By monitoring the triggering conditions of the headrest, backrest and seat area, the child safety seat can more accurately identify whether the child is successfully seated. This high accuracy ensures the timeliness of the subsequent start of seat adjustment, and at the same time, avoids unnecessary waste of work resources.
在一实施例中,请参见图4,所述S1包括:In one embodiment, referring to FIG. 4 , S1 includes:
S11:获取所述儿童安全座椅的各所述预设区域中支撑材料的初始密度,其中,头靠区域对应支撑材料的第一初始密度,靠背区域对应支撑材料的第二初始密度,座面区域对应支撑材料的第三初始密度,第一初始密度小于第二初始密度,第二初始密度小于第三初始密度;S11: obtaining the initial density of the supporting material in each of the preset areas of the child safety seat, wherein the headrest area corresponds to the first initial density of the supporting material, the backrest area corresponds to the second initial density of the supporting material, and the seat area corresponds to the third initial density of the supporting material, the first initial density is less than the second initial density, and the second initial density is less than the third initial density;
具体地,获取各预设区域中压力检测单元中支撑材料的初始密度,举例来说,头靠区域的支撑材料可以设置为第一初始密度,这是相对较低的密度,因为儿童入座后,头部通常施加的压力较小,所述第一初始密度允许支撑材料在头部靠近时迅速变形,触发感应系统,这样的设置即使是轻微的头部接触也能被敏感地检测到;靠背区域的支撑材料设置为第二初始密度,第一初始密度小于第二初始密度,第二初始密度的支撑材料可以在儿童坐在座位上时提供适当的支撑。当儿童入座,对背靠区域施加压力时,支撑材料会迅速变形,确保背部区域触发。座面区域设置了多个入座检测单元,因此由多块支撑材料组成,多块支撑材料的平均密度为第三初始密度,同时,第二初始密度小于所述第三初始密度,由于儿童入座时对座面区域的压力最大,同时,座面不同区域受到的压力受到儿童坐姿的影响,因此,设置多块支撑材料能够在儿童入座时,准确触发座面区域。Specifically, the initial density of the supporting material in the pressure detection unit in each preset area is obtained. For example, the supporting material in the headrest area can be set to the first initial density, which is a relatively low density. Because the pressure applied by the head is usually small after the child sits down, the first initial density allows the supporting material to deform quickly when the head approaches, triggering the sensing system. Such a setting can be sensitively detected even by a slight head contact; the supporting material in the backrest area is set to the second initial density, the first initial density is less than the second initial density, and the supporting material of the second initial density can provide appropriate support when the child sits on the seat. When the child sits down and applies pressure to the backrest area, the supporting material will deform quickly to ensure that the back area is triggered. A plurality of seat detection units are set in the seat surface area, so it is composed of a plurality of supporting materials, and the average density of the plurality of supporting materials is the third initial density. At the same time, the second initial density is less than the third initial density. Since the pressure on the seat surface area is the greatest when the child sits down, and the pressure on different areas of the seat surface is affected by the child's sitting posture, setting a plurality of supporting materials can accurately trigger the seat surface area when the child sits down.
在一实施例中,请参见图5,所述S11包括:In one embodiment, referring to FIG. 5 , the S11 includes:
S111:将所述座面区域分为若干目标区域,其中,所述目标区域至少包括:座面前部区域、座面两侧区域和座面后部区域;S111: Divide the seat surface area into a plurality of target areas, wherein the target areas at least include: a seat front area, a seat side area, and a seat rear area;
具体地,将座面区域划分为座面前部、座面两侧和座面后部等多个目标区域,通过将座面分为不同区域,可以更细致地感知儿童的入座情况,由于不同区域可能会受到不同部位的压力,例如儿童的大腿、臀部。这种分区可以更准确地捕捉到儿童的入座状态,确保座面区域触发准确。Specifically, the seat surface area is divided into multiple target areas such as the front of the seat, the sides of the seat surface, and the back of the seat surface. By dividing the seat surface into different areas, the child's sitting situation can be perceived more carefully, because different areas may be subject to pressure from different parts, such as the child's thighs and buttocks. This partitioning can more accurately capture the child's sitting status and ensure accurate triggering of the seat surface area.
S112:对各所述目标区域中支撑材料的密度进行调整,得出目标密度,其中,所述目标密度至少包括:座面前部区域对应的第一目标密度,座面两侧区域对应的第二目标密度和座面后部区域对应的第三目标密度,第二目标密度小于所述第一目标密度,第一目标密度小于所述第三目标密度;S112: adjusting the density of the support material in each of the target areas to obtain a target density, wherein the target density at least includes: a first target density corresponding to the front area of the seat surface, a second target density corresponding to the two side areas of the seat surface, and a third target density corresponding to the rear area of the seat surface, the second target density is less than the first target density, and the first target density is less than the third target density;
具体地,不同身体部位需要不同程度的支撑以保持触发的准确性,通过在座位的不同区域设置不同密度的支撑材料,可以为每个部位提供最合适的触发条件。例如,座面前部对应的第一目标密度,座面两侧对应的第二目标密度和座面后部对应的第三目标密度,第二目标密度小于所述第一目标密度,第一目标密度小于所述第三目标密度;由于儿童入座时,座面前部受到的压力通常小于座面两侧,而座面两侧的压力则通常小于座面后部的压力,这种压力分布模式可以通过儿童的身体构造和坐姿特点来解释,儿童的大腿通常较短,且前部相对较轻,因此,当他们坐在座位上时,座面前部通常受到较少的重力和压力,这部分是由于儿童的体型和坐姿造成的;座面两侧通常受到适度的压力,因为这些区域承受着儿童的臀部和腰部重量,这部分是因为坐姿时臀部和腰部会分布在座位两侧;座面后部通常受到较大的压力,因为这部分承受着儿童的躯干和背部重量,当儿童坐在座位上时,躯干会倾斜到座椅的后方,使座面后部承受着额外的压力。这种压力分布模式反映了儿童入座时身体各部位的自然分布和坐姿特点,为了提高儿童安全座椅的舒适性和支撑性,座位的设计应该考虑到这种压力分布,并在座位前部、两侧和后部使用不同密度的支撑材料,以确保每个区域都获得最适合的支撑,这有助于提高儿童入座感应触发的准确度。Specifically, different body parts require different degrees of support to maintain triggering accuracy, and by providing different densities of support materials in different areas of the seat, the most appropriate triggering conditions can be provided for each part. For example, the first target density corresponds to the front of the seat, the second target density corresponds to the sides of the seat, and the third target density corresponds to the back of the seat. The second target density is smaller than the first target density, and the first target density is smaller than the third target density. When a child sits down, the pressure on the front of the seat is usually smaller than that on the sides of the seat, and the pressure on the sides of the seat is usually smaller than that on the back of the seat. This pressure distribution pattern can be explained by the child's body structure and sitting posture characteristics. Children's thighs are usually shorter and the front is relatively lighter. Therefore, when they sit in a seat, the front of the seat is usually subject to less gravity and pressure, which is partly due to the child's body shape and sitting posture. The sides of the seat are usually subject to moderate pressure because these areas bear the weight of the child's hips and waist, which is partly because the hips and waist are distributed on both sides of the seat when sitting. The back of the seat is usually subject to greater pressure because this part bears the weight of the child's torso and back. When a child sits in a seat, the torso will lean to the back of the seat, causing the back of the seat to bear additional pressure. This pressure distribution pattern reflects the natural distribution of various parts of the child's body and sitting posture characteristics when the child is seated. In order to improve the comfort and support of child safety seats, the seat design should take this pressure distribution into consideration and use different densities of support materials in the front, sides and back of the seat to ensure that each area gets the most suitable support, which helps to improve the accuracy of the child seating sensor trigger.
S113:对所述第一目标密度、第二目标密度和第三目标密度进行求平均处理,得出所述第三初始密度。S113: averaging the first target density, the second target density and the third target density to obtain the third initial density.
具体地,对第一、第二和第三目标密度进行求平均处理,以得出第三初始密度,将不同区域的目标密度综合起来,以创建一个整体性的密度设置,使得所述第三初始密度大于所述第二初始密度。Specifically, the first, second and third target densities are averaged to obtain a third initial density, and the target densities in different areas are combined to create an overall density setting, so that the third initial density is greater than the second initial density.
S12:依据预设的儿童年龄和儿童体重,对所述第一初始密度、第二初始密度以及第三初始密度分别进行调整直至所述支撑材料可承受与预设的儿童年龄和儿童体重相对应的触发压力,其中,所述触发压力包括第一触发压力、第二触发压力和第三触发压力;S12: adjusting the first initial density, the second initial density, and the third initial density respectively according to the preset child age and child weight until the supporting material can withstand the triggering pressure corresponding to the preset child age and child weight, wherein the triggering pressure includes a first triggering pressure, a second triggering pressure, and a third triggering pressure;
具体地,依据预设的儿童年龄和儿童体重,对各所述初始密度进行调整,使得所述支撑材料能承受预设压力;例如婴儿(0-12个月),对于年龄较小的婴儿,座椅的密度设置可能需要根据他们的体重来进行调整,由于婴儿体重较轻,需要更柔软的支撑,支撑材料可以设置为较低密度,以适应婴儿的轻体重和娇嫩的身体;幼儿(1-4岁):随着幼儿的成长,他们的体重逐渐增加,因此,在这个阶段,座椅预设区域的初始密度可以适度增加,以提供更坚实的支撑,根据幼儿的体重增加,支撑材料密度可以逐渐上调,以确保足够的支撑;学龄儿童(5-12岁):学龄儿童的体重会随着年龄的增长而增加,因此,预设区域的初始密度可以进一步上调,以满足他们更大的体重需求,根据学龄儿童的体重的增加,支撑材料密度密度可以逐渐上调;青少年(13岁及以上):对于青少年,座位的初始密度可以设置为较高水平,以应对他们更大的体重,考虑到青少年的体重,预设的支撑材料密度可以进一步上调,以确保提供足够的支撑,防止过度沉没和不适。通过综合考虑儿童的年龄和体重,对座椅的密度进行个性化调整,以确保支撑材料能够承受不同体重和不同年龄阶段的预设压力,进一步提高了儿童入座安全座椅的触发准确度。Specifically, according to the preset age and weight of the child, each initial density is adjusted so that the support material can withstand the preset pressure; for example, for infants (0-12 months), for younger infants, the density setting of the seat may need to be adjusted according to their weight. Since infants are lighter and require softer support, the support material can be set to a lower density to adapt to the light weight and delicate body of the infant; Toddlers (1-4 years old): As toddlers grow, their weight gradually increases. Therefore, at this stage, the initial density of the preset area of the seat can be moderately increased to provide firmer support. As the weight increases, the density of the support material can be gradually adjusted upward to ensure adequate support; School-age children (5-12 years old): The weight of school-age children will increase with age, so the initial density of the preset area can be further adjusted upward to meet their greater weight needs. According to the increase in the weight of school-age children, the density of the support material can be gradually adjusted upward; Teenagers (13 years old and above): For teenagers, the initial density of the seat can be set to a higher level to cope with their greater weight. Considering the weight of teenagers, the preset density of the support material can be further adjusted upward to ensure adequate support and prevent excessive sinking and discomfort. By comprehensively considering the age and weight of the child, the density of the seat is personalized to ensure that the support material can withstand the preset pressure of different weights and different age stages, further improving the triggering accuracy of the child safety seat.
S13:若所述第一初始密度调整后头靠区域对应的支撑材料承受的实际压力大于所述第一触发压力,则检测到所述头部区域被触发;S13: if the actual pressure borne by the supporting material corresponding to the headrest area after the first initial density is adjusted is greater than the first triggering pressure, it is detected that the head area is triggered;
S14:若所述第二初始密度调整后靠背区域对应的支撑材料承受的实际压力大于所述第二触发压力,则检测到所述靠背区域被触发;S14: if the actual pressure on the supporting material corresponding to the backrest area after the second initial density is adjusted is greater than the second triggering pressure, it is detected that the backrest area is triggered;
S15:若所述第三初始密度调整后座面区域对应的支撑材料承受的实际压力大于所述第三触发压力,则检测到所述座面区域被触发。S15: If the actual pressure on the supporting material corresponding to the seat surface area after the third initial density adjustment is greater than the third triggering pressure, it is detected that the seat surface area is triggered.
具体地,支撑材料对应区域的触发是为了增强儿童安全性,当儿童坐在座椅上时,他们的体重施加在支撑材料上,造成压力,由于支撑材料具有密度,即预设了一定的压力阈值,如果实际压力超过这个阈值,就会触发相应的支撑材料对应区域,以指示儿童已经坐在了座椅上。通过设置预设压力和相应的触发机制,可以确保只有当儿童真正坐在座位上并施加足够的压力时,才会被视为入座,这避免了误报或误判,确保只有在确信儿童已入座时才会生效。Specifically, the triggering of the corresponding area of the support material is to enhance the safety of children. When children sit in the seat, their weight is applied to the support material, causing pressure. Since the support material has density, a certain pressure threshold is preset. If the actual pressure exceeds this threshold, the corresponding area of the support material will be triggered to indicate that the child has sat in the seat. By setting the preset pressure and the corresponding trigger mechanism, it can be ensured that only when the child actually sits in the seat and applies enough pressure, it will be regarded as seated, which avoids false alarms or misjudgments and ensures that it will only take effect when it is confirmed that the child has sat in the seat.
S2:依据所述压力感应触发信息,若检测到所述座面区域被触发,则确定有待识别目标入座;S2: if it is detected that the seat surface area is triggered according to the pressure sensing trigger information, it is determined that the target to be identified is seated;
具体地,若座面区域触发,则会将其识别为目标入座,所述目标可以是儿童,也可能是其他非儿童的物品,座面区域的触发并不仅仅表示有儿童坐在座椅上,还可能是其他物品误置在座位上,例如书本、宠物或者衣物等,因此,不仅仅要检测到压力触发,还需要进一步的分析和判断,以确定座位上的对象是儿童还是其他物品;这种差别识别对于确保儿童安全座椅的正常操作至关重要,如果识别为儿童,可以采取相应的安全措施,如锁定或调整座椅,以确保儿童的安全,如果识别为非儿童物品,则可以避免误触发,以防止不必要的干预或警报。Specifically, if the seat surface area is triggered, it will be identified as a target sitting on the seat. The target may be a child or other non-child items. The triggering of the seat surface area does not only mean that a child is sitting on the seat, but it may also be that other items are mistakenly placed on the seat, such as books, pets or clothes. Therefore, not only is it necessary to detect the pressure trigger, but further analysis and judgment are also required to determine whether the object on the seat is a child or other object. This differential identification is crucial to ensure the normal operation of the child safety seat. If it is identified as a child, corresponding safety measures can be taken, such as locking or adjusting the seat to ensure the safety of the child. If it is identified as a non-child item, false triggering can be avoided to prevent unnecessary intervention or alarms.
S3:当确定有待识别目标入座时,若检测到所述靠背区域被触发和/或所述头靠区域被触发,则确定所述待识别目标为儿童;S3: when it is determined that a target to be identified is seated, if it is detected that the backrest area is triggered and/or the headrest area is triggered, it is determined that the target to be identified is a child;
具体地,当识别为目标入座时,进一步检查座面和靠背区域是否同时触发,或者头靠、靠背和座面区域是否同时触发,如果座面和靠背区域同时触发,或者头靠、靠背和座面区域同时触发,识别为儿童入座。这是为了提高入座的准确性和可靠性,它确保了不仅仅是座位底部的触发,还需要同时满足座面和靠背的触发,或者头靠、靠背和座面三个区域的同时触发,这种多区域同时触发的情况更可能表示儿童确实坐在座位上,因为儿童的入座状态通常包括身体与座位底部和靠背的紧密接触。通过提高对儿童入座的准确性,并减少误识别的可能性,这有助于确保儿童安全座椅只在真正需要时才会执行相关操作,从而提高了整个系统的可信度和安全性。Specifically, when the target is identified as sitting, it is further checked whether the seat surface and backrest area are triggered at the same time, or whether the headrest, backrest and seat surface area are triggered at the same time. If the seat surface and backrest area are triggered at the same time, or the headrest, backrest and seat surface area are triggered at the same time, it is identified as a child sitting. This is to improve the accuracy and reliability of seating, which ensures that not only the bottom of the seat is triggered, but also the seat surface and backrest are triggered at the same time, or the headrest, backrest and seat surface areas are triggered at the same time. This situation of multiple areas being triggered at the same time is more likely to indicate that the child is actually sitting in the seat, because the child's seating state usually includes close contact between the body and the bottom and backrest of the seat. By improving the accuracy of child seating and reducing the possibility of misidentification, this helps ensure that the child safety seat will only perform related operations when it is really needed, thereby improving the credibility and safety of the entire system.
S4:当确定为儿童入座时,控制所述安全座椅工作。S4: When it is determined that a child is seated, the safety seat is controlled to operate.
具体地,当儿童入座时,自动开启保温模式,这是通过儿童的入座触发座位上的温度感应器S2来实现的,只要温度传感器检测到的温度Tt2在用户定义的温度T1和T2之间,加热片将保持工作状态,为儿童提供适宜的温度;当儿童离座后,Tt2的温度会逐渐恢复到环境温度,此时加热自动断开,以节省能源和防止过度加热。通过准确地对儿童入座感应进行检测,在检测到儿童成功入座后,提供儿童在座椅上的温暖和舒适体验,并确保座位温度保持在安全范围内,从而在满足用户的需求的同时也节省了能源。Specifically, when a child sits down, the warm-keeping mode is automatically turned on. This is achieved by triggering the temperature sensor S2 on the seat when the child sits down. As long as the temperature Tt2 detected by the temperature sensor is between the user-defined temperatures T1 and T2, the heating plate will remain in operation to provide a suitable temperature for the child. When the child leaves the seat, the temperature of Tt2 will gradually return to the ambient temperature, and the heating will be automatically disconnected to save energy and prevent overheating. By accurately detecting the child's seat-taking sensor, after detecting that the child has successfully sat down, the child is provided with a warm and comfortable experience in the seat, and the seat temperature is ensured to remain within a safe range, thereby meeting the needs of the user while also saving energy.
实施例3Example 3
在实施例2中,当所述座面区域触发,或,座面区域和靠背区域同时触发,或,座面、头靠和靠背区域同时触发时,识别为儿童,然而,当座面区域触发,或者座面区域和靠背区域同时触发,或者座面、头靠和靠背区域同时触发时,并不一定代表儿童入座,这可能是其他物品触发了这些区域,例如宠物、书本、衣物或者其他重物,为了提高儿童入座感应的准确度,引入检测上述座面、头靠和靠背区域的温度来进一步改进。In Example 2, when the seat area is triggered, or the seat area and the backrest area are triggered at the same time, or the seat, headrest and backrest areas are triggered at the same time, it is identified as a child. However, when the seat area is triggered, or the seat area and the backrest area are triggered at the same time, or the seat, headrest and backrest areas are triggered at the same time, it does not necessarily mean that a child is sitting down. It may be that other objects have triggered these areas, such as pets, books, clothes or other heavy objects. In order to improve the accuracy of child seating sensing, further improvement is introduced by introducing temperature detection of the above-mentioned seat, headrest and backrest areas.
在一实施例中,请参见图6,所述S3包括:In one embodiment, referring to FIG. 6 , S3 includes:
S31:当确定有待识别目标入座时,若检测到所述靠背区域被触发和/或所述头靠区域被触发,获取各所述预设区域的实时热红外辐射强度;S31: when it is determined that the target to be identified is seated, if it is detected that the backrest area is triggered and/or the headrest area is triggered, obtaining the real-time thermal infrared radiation intensity of each of the preset areas;
具体地,热红外辐射强度是指物体发射出的红外热辐射的强度,它与物体的温度有关。在座椅的情境中,当儿童入座时,他们的身体会散发出红外热辐射,而其他物体(如书本、衣物等)通常不会散发出这种红外辐射,当座位区域触发或多个区域同时触发时,获取各所述预设区域的实时热红外辐射强度,获取的方式可通过红外热释电传感器或类似设备实现。实时监测热红外辐射强度有助于系统更准确地区分儿童入座和其他物品,因为只有儿童的身体会产生较高的热红外辐射,而其他物品通常不会。综合使用座位区域的压力感应、红外热释电传感器的实时热红外辐射强度,可以更可靠地确定儿童是否入座,只有当所述座面区域触发,或,座面区域和靠背区域同时触发,或,座面、头靠和靠背区域同时触发时,且热红外辐射强度相匹配时,才会被确认为儿童入座。这种多重感应和验证方法提高了入座感应的精确度,减少了误触发的风险,确保了座椅系统的正常运行。Specifically, the intensity of thermal infrared radiation refers to the intensity of infrared thermal radiation emitted by an object, which is related to the temperature of the object. In the context of a seat, when a child sits down, their body will emit infrared thermal radiation, while other objects (such as books, clothes, etc.) usually do not emit such infrared radiation. When the seat area is triggered or multiple areas are triggered at the same time, the real-time thermal infrared radiation intensity of each preset area is obtained, and the acquisition method can be achieved through an infrared pyroelectric sensor or a similar device. Real-time monitoring of the intensity of thermal infrared radiation helps the system to more accurately distinguish between children sitting down and other objects, because only children's bodies will produce high thermal infrared radiation, while other objects usually do not. The comprehensive use of pressure sensing in the seat area and the real-time thermal infrared radiation intensity of the infrared pyroelectric sensor can more reliably determine whether a child is seated. Only when the seat surface area is triggered, or the seat surface area and the backrest area are triggered at the same time, or the seat surface, headrest and backrest areas are triggered at the same time, and the thermal infrared radiation intensity matches, will it be confirmed that the child is seated. This multiple sensing and verification method improves the accuracy of seat sensing, reduces the risk of false triggering, and ensures the normal operation of the seat system.
S32:依据所述实时热红外辐射强度,计算各所述预设区域的实时温度值;S32: Calculating the real-time temperature value of each of the preset areas according to the real-time thermal infrared radiation intensity;
具体地,依据斯特藩-玻尔兹曼公式,计算各所述预设区域的实时温度值,斯特藩-玻尔兹曼公式是一个用于计算物体辐射热能的基本物理定律,公式如下:Specifically, the real-time temperature value of each of the preset areas is calculated according to the Stefan-Boltzmann formula, which is a basic physical law for calculating the radiant heat energy of an object, and the formula is as follows:
I=εσT^4I=εσT^4
在这个公式中,I代表实时热红外辐射强度值,ε是辐射率,σ是斯特藩-玻尔兹曼常数,T代表实时温度值。斯特藩-玻尔兹曼公式是基于物体的辐射原理建立的,它表明了物体的辐射强度与其温度之间的密切关系,通过测量物体辐射出的热红外辐射强度,反推出物体的温度。通过热红外释电器来检测出座面、头靠和背靠区域的热红外辐射强度,由于热红外释电器是一种非接触性的传感器,可以测量物体辐射出的红外辐射,而无需直接接触物体表面,这对于儿童入座感应非常有优势,使用热红外释电器可以避免物理接触或干扰,同时确保测量的准确性,而直接用温度检测器来测量上述区域的温度需要与物体表面建立物理接触,这对于儿童来说并不方便,此外,温度检测器通常只能测量其直接接触的物体表面的温度,而不能准确地测量上述区域的温度,因为上述区域中的儿童通常被物体(如布套)遮盖。综上所述,使用热红外释电器来计算温度值是一种非侵入性、准确性高的方法,这种方法基于物体的辐射原理,通过测量热红外辐射强度,可以有效地获取各所述预设区域的实时温度值,从而为儿童入座感应系统提供了可靠的温度信息。In this formula, I represents the real-time thermal infrared radiation intensity value, ε is the emissivity, σ is the Stefan-Boltzmann constant, and T represents the real-time temperature value. The Stefan-Boltzmann formula is based on the radiation principle of an object. It shows the close relationship between the radiation intensity of an object and its temperature. By measuring the thermal infrared radiation intensity radiated by an object, the temperature of the object can be inferred. The thermal infrared radiator is used to detect the thermal infrared radiation intensity of the seat surface, headrest and backrest area. Since the thermal infrared radiator is a non-contact sensor, it can measure the infrared radiation radiated by an object without directly contacting the surface of the object. This is very advantageous for children's seat sensing. The use of thermal infrared radiators can avoid physical contact or interference while ensuring the accuracy of the measurement. Directly using a temperature detector to measure the temperature of the above-mentioned area requires physical contact with the surface of the object, which is not convenient for children. In addition, the temperature detector can usually only measure the temperature of the surface of the object it is in direct contact with, and cannot accurately measure the temperature of the above-mentioned area because children in the above-mentioned area are usually covered by objects (such as cloth covers). In summary, using thermal infrared emitters to calculate temperature values is a non-invasive and highly accurate method. This method is based on the radiation principle of objects. By measuring the intensity of thermal infrared radiation, the real-time temperature value of each preset area can be effectively obtained, thereby providing reliable temperature information for the child seating sensing system.
S33:判断所述实时温度值是否与预设的目标温度匹配,当匹配上时,则确定所述待识别目标为儿童。S33: Determine whether the real-time temperature value matches a preset target temperature, and if so, determine that the target to be identified is a child.
具体地,大数据分析可以提供有关儿童入座后座面、靠背和头靠区域的温度的普遍数据。这些数据可以用来建立目标温度区间,将实时获取的温度值与大数据预设的目标温度区间进行比较。如果获取的实时温度值在这些区间内,,则认为匹配上了,识别为儿童入座。Specifically, big data analysis can provide general data about the temperature of the seat surface, backrest and headrest area after the child is seated. This data can be used to establish a target temperature range, and the real-time temperature value is compared with the target temperature range preset by big data. If the real-time temperature value obtained is within these ranges, it is considered to match and the child is identified as being seated.
在一实施例中,请参见图7,所述S33包括:In one embodiment, referring to FIG. 7 , the S33 includes:
S331:获取各预设区域对应的目标温度区间,其中,所述目标温度区间至少包括:座面区域对应的第一温度区间,靠背区域对应的第二温度区间和头靠区域对应的第三温度区间;S331: Obtaining target temperature intervals corresponding to the preset areas, wherein the target temperature intervals at least include: a first temperature interval corresponding to the seat area, a second temperature interval corresponding to the backrest area, and a third temperature interval corresponding to the headrest area;
S332:获取实时温度均值,其中,所述实时温度均值至少包括以下温度均值之一:座面区域对应的第一实时温度均值,靠背区域对应的第二实时温度均值和头靠区域对应的第三实时温度均值;S332: Acquire a real-time average temperature value, wherein the real-time average temperature value includes at least one of the following temperature average values: a first real-time average temperature value corresponding to the seat surface area, a second real-time average temperature value corresponding to the backrest area, and a third real-time average temperature value corresponding to the headrest area;
具体地,由于儿童入座后坐姿可能因个体差异而不同,例如前倾的坐姿会导致头靠区域,和/或,背靠区域并未接触,因此,在头靠、座面和背靠区域中,获取实时温度均值,所述实时温度均值至少包括以下温度均值之一:座面区域对应的第一实时温度均值,靠背区域对应的第二实时温度均值和头靠区域对应的第三实时温度均值。Specifically, since the sitting posture of children after sitting down may vary due to individual differences, for example, a forward leaning sitting posture will cause the headrest area and/or the backrest area to be not in contact, therefore, the real-time temperature average is obtained in the headrest, seat and backrest areas, and the real-time temperature average includes at least one of the following temperature averages: a first real-time temperature average corresponding to the seat area, a second real-time temperature average corresponding to the backrest area and a third real-time temperature average corresponding to the headrest area.
在一实施例中,请参见图8,所述S332包括:In one embodiment, referring to FIG. 8 , the S332 includes:
S3321:获取预设的第一时间间隔;S3321: Obtain a preset first time interval;
具体地,获取预设的第一时间间隔,以便在这段时间内获取座椅座面、头靠和背靠区域的温度数据,所述第一时间间隔的选择可能取决于座椅系统的响应速度和性能需求。例如,可以将时间间隔设置为每5秒获取一次温度数据。Specifically, a preset first time interval is obtained so as to obtain the temperature data of the seat surface, headrest and backrest area during this time period, and the selection of the first time interval may depend on the response speed and performance requirements of the seat system. For example, the time interval may be set to obtain temperature data every 5 seconds.
S3322:依据所述第一时间间隔,获取在所述第一时间间隔内各预设区域对应的实时温度值集合;S3322: Acquire a set of real-time temperature values corresponding to each preset area within the first time interval according to the first time interval;
具体地,在每个时间间隔内获取座椅上各个预设区域的实时温度值集合,例如在第一个时间间隔内,获取座面区域、靠背区域和头靠区域的温度值集合:座面区域的温度值集合为[30℃,31℃,29℃],靠背区域的温度值集合为[28℃,27℃,26℃],头靠区域的温度值集合为[32℃,33℃,31℃]。Specifically, a set of real-time temperature values of each preset area on the seat is obtained in each time interval. For example, in the first time interval, a set of temperature values of the seat surface area, the backrest area and the headrest area are obtained: the temperature value set of the seat surface area is [30°C, 31°C, 29°C], the temperature value set of the backrest area is [28°C, 27°C, 26°C], and the temperature value set of the headrest area is [32°C, 33°C, 31°C].
S3323:对所述实时温度值集合进行求平均处理,输出所述实时温度均值。S3323: Perform averaging processing on the real-time temperature value set and output the real-time temperature mean.
具体地,对每个预设区域的实时温度值集合进行平均处理,以计算出实时温度均值,所述温度均值反映了座位上不同区域的整体温度情况,例如,座面区域的实时温度均值=(30℃+31℃+29℃)/3=30℃;靠背区域的实时温度均值=(28℃+27℃+26℃)/3=27℃;头靠区域的实时温度均值=(32℃+33℃+31℃)/3=32℃。通过获得各个区域的实时温度均值,以更全面地了解座位的温度状态,所述均值用于判断儿童是否入座以及座位是否达到预设的目标温度区间。Specifically, the real-time temperature value set of each preset area is averaged to calculate the real-time temperature mean, which reflects the overall temperature conditions of different areas on the seat. For example, the real-time temperature mean of the seat surface area = (30°C + 31°C + 29°C)/3 = 30°C; the real-time temperature mean of the backrest area = (28°C + 27°C + 26°C)/3 = 27°C; the real-time temperature mean of the headrest area = (32°C + 33°C + 31°C)/3 = 32°C. By obtaining the real-time temperature mean of each area, the temperature state of the seat can be more comprehensively understood, and the mean is used to determine whether a child is seated and whether the seat reaches the preset target temperature range.
S333:若所述第一温度均值在所述第一温度区间内,和/或,第二温度均值在所述第二温度区间内,和/或,第三温度均值在所述第三温度区间内,则确定所述待识别目标为儿童。S333: If the first temperature mean is within the first temperature range, and/or the second temperature mean is within the second temperature range, and/or the third temperature mean is within the third temperature range, it is determined that the target to be identified is a child.
具体地,若第一温度均值在第一温度区间内:假设第一温度区间为[28℃,32℃],而座面区域的实时温度均值为30℃。由于30℃在这个区间内,识别为儿童入座;第二温度均值在第二温度区间内:假设第二温度区间为[25℃,29℃],而靠背区域的实时温度均值为27℃。由于27℃在这个区间内,识别为儿童入座;第三温度均值在第三温度区间内:假设第三温度区间为[29℃,35℃],而头靠区域的实时温度均值为32℃。由于32℃在这个区间内,识别为儿童入座。多个区域温度均值在各自区间内:假设座面区域的实时温度均值为30℃,靠背区域的实时温度均值为27℃,头靠区域的实时温度均值为32℃。在这种情况下,所有三个区域的温度均值都在各自的区间内,也识别为儿童入座;因此,获取至少一个实时温度均值,若上述三个区域中至少一个实时温度均值在对应的温度区间内,则判断为儿童入座,这种方法进一步提高了对儿童入座检测的准确性。Specifically, if the first temperature mean is within the first temperature interval: assuming that the first temperature interval is [28°C, 32°C], and the real-time temperature mean of the seat area is 30°C. Since 30°C is within this interval, it is recognized as a child sitting down; the second temperature mean is within the second temperature interval: assuming that the second temperature interval is [25°C, 29°C], and the real-time temperature mean of the backrest area is 27°C. Since 27°C is within this interval, it is recognized as a child sitting down; the third temperature mean is within the third temperature interval: assuming that the third temperature interval is [29°C, 35°C], and the real-time temperature mean of the headrest area is 32°C. Since 32°C is within this interval, it is recognized as a child sitting down. The temperature mean values of multiple areas are within their respective intervals: assuming that the real-time temperature mean of the seat area is 30°C, the real-time temperature mean of the backrest area is 27°C, and the real-time temperature mean of the headrest area is 32°C. In this case, the temperature averages of all three areas are within their respective ranges, and it is also identified as a child sitting down; therefore, at least one real-time temperature average is obtained. If at least one real-time temperature average of the above three areas is within the corresponding temperature range, it is determined that a child is sitting down. This method further improves the accuracy of child seating detection.
实施例4Example 4
在实施例3中,当所述座面区域触发,或,座面区域和靠背区域同时触发,或,座面、头靠和靠背区域同时触发时,进一步引入了各区域的温度检测来识别儿童入座,然而,如今越来越多的人选择养宠物,而且宠物在家庭中扮演着重要的角色,考虑到这一趋势,有些人可能开始考虑宠物的安全问题,包括在车辆中的安全,因此,宠物也有可能出现在安全座椅上,宠物和儿童的体温通常相似,特别是在一定的环境温度下,它们的体温范围可能重叠,为此,引入检测呼吸频率来进一步区分儿童和宠物,从而提高儿童入座检测的准确度。In Example 3, when the seat area is triggered, or the seat area and the backrest area are triggered at the same time, or the seat, headrest and backrest areas are triggered at the same time, temperature detection of each area is further introduced to identify when a child is seated. However, nowadays more and more people choose to keep pets, and pets play an important role in the family. Considering this trend, some people may begin to consider the safety of pets, including their safety in vehicles. Therefore, pets may also appear in safety seats. The body temperatures of pets and children are usually similar, especially at a certain ambient temperature, their body temperature ranges may overlap. For this reason, breathing frequency detection is introduced to further distinguish between children and pets, thereby improving the accuracy of child seat detection.
在一实施例中,请参见图9,所述S333包括:In one embodiment, referring to FIG. 9 , the S333 includes:
S3331:若所述第一温度均值在所述第一温度区间内,和/或,第二温度均值在所述第二温度区间内,和/或,第三温度均值在所述第三温度区间内,则获取预设的第二时间间隔;S3331: If the first temperature average is within the first temperature interval, and/or the second temperature average is within the second temperature interval, and/or the third temperature average is within the third temperature interval, then obtain a preset second time interval;
具体地,若所述第一温度均值在所述第一温度区间内,和/或,第二温度均值在所述第二温度区间内,和/或,第三温度均值在所述第三温度区间内,则获取识别为儿童入座,此时获取预设的第二时间间隔为1min;若第一、第二和第三温度均值均不在对应的温度区间内,则儿童未入座,不获取所述第二时间间隔。Specifically, if the first temperature average is within the first temperature range, and/or the second temperature average is within the second temperature range, and/or the third temperature average is within the third temperature range, then it is identified that a child is seated, and the preset second time interval is 1 minute; if the first, second and third temperature averages are not within the corresponding temperature ranges, then the child is not seated, and the second time interval is not obtained.
S3332:依据所述第二时间间隔,统计在所述第二时间间隔内的安全带伸缩原始数据;S3332: Counting the original data of seat belt extension and retraction in the second time interval according to the second time interval;
具体地,在第二时间间隔内,系统将记录安全带的伸缩情况。这些原始数据可能包括安全带的拉伸次数和收缩次数,以及拉伸和收缩的时间间隔等信息,这些数据将用于后续计算实时呼吸频率,儿童和宠物通常具有好动的特点,可能会引发一些误差或噪音,使得伸缩次数的记录不总是精确的。例如,儿童可能会在座位上移动,导致安全带出现轻微的伸缩,而不一定反映实际的呼吸活动。Specifically, during the second time interval, the system will record the extension and retraction of the seat belt. These raw data may include the number of times the seat belt is stretched and retracted, as well as the time interval between stretching and retraction. These data will be used to subsequently calculate the real-time respiratory rate. Children and pets are usually active, which may cause some errors or noise, making the recording of the extension and retraction times not always accurate. For example, a child may move in the seat, causing the seat belt to slightly expand and contract, which does not necessarily reflect actual breathing activity.
S3333:依据所述原始数据和所述第二时间间隔,计算入座目标的实时呼吸频率;S3333: Calculating the real-time breathing frequency of the seated target according to the original data and the second time interval;
具体地,为了减小误差和噪音的影响,采用一些处理方法,例如滤波技术或数据平滑算法,帮助去除由于儿童和宠物的动作引起的不稳定性,提高数据的稳定性和准确性,此外,系统可以设置阈值或过滤规则,以排除不表征呼吸的伸缩变化,这有助于减少误差的影响。利用统计的伸缩原始数据,计算入座目标的实时呼吸频率,这通常涉及到分析安全带的拉伸和收缩模式,以确定呼吸活动的发生。Specifically, in order to reduce the impact of errors and noise, some processing methods, such as filtering techniques or data smoothing algorithms, are used to help remove instability caused by the movements of children and pets and improve the stability and accuracy of the data. In addition, the system can set thresholds or filtering rules to exclude expansion and contraction changes that do not represent breathing, which helps to reduce the impact of errors. Using statistical expansion and contraction raw data, the real-time breathing frequency of the seated target is calculated, which usually involves analyzing the stretching and contraction patterns of the seat belt to determine the occurrence of breathing activities.
S3334:当所述实时呼吸频率在预设的儿童呼吸频率区间时,确定所述待识别目标为儿童。S3334: When the real-time respiratory frequency is within a preset children's respiratory frequency range, it is determined that the target to be identified is a child.
具体地,获取计算出实时呼吸频率,将所述实时呼吸频率与儿童的正常呼吸频率进行比较,预设的儿童呼吸频率区间通常是根据儿童年龄和生理特征等因素来确定的,例如,婴儿、幼儿和青少年的呼吸频率可能不同,因此区间会相应调整。如果实时呼吸频率落在预设的儿童呼吸频率区间内,将确认为儿童入座,这表示座椅上坐着的是儿童,而不是其他物品或宠物。示例:假设预设的儿童呼吸频率区间为每分钟20到30次,适用于3至5岁的儿童,系统计算出座椅上的实时呼吸频率为每分钟25次,由于实时呼吸频率在预设区间内,系统将确认为儿童入座。这一步骤的目的是通过生理特征(呼吸频率)与预设的儿童标准进行匹配,以提高对儿童入座的准确性,只有当实时呼吸频率与儿童呼吸频率相符时,系统才会确认儿童入座,从而增加了入座检测的可信度。Specifically, the real-time respiratory rate is obtained and calculated, and the real-time respiratory rate is compared with the normal respiratory rate of the child. The preset child respiratory rate interval is usually determined based on factors such as the child's age and physiological characteristics. For example, the respiratory rates of infants, toddlers and adolescents may be different, so the interval will be adjusted accordingly. If the real-time respiratory rate falls within the preset child respiratory rate interval, it will be confirmed that the child is seated, which means that the child is sitting on the seat, not other objects or pets. Example: Assuming that the preset child respiratory rate interval is 20 to 30 times per minute, which is suitable for children aged 3 to 5 years old, the system calculates that the real-time respiratory rate on the seat is 25 times per minute. Since the real-time respiratory rate is within the preset interval, the system will confirm that the child is seated. The purpose of this step is to match the physiological characteristics (respiratory rate) with the preset child standards to improve the accuracy of child seating. Only when the real-time respiratory rate matches the child's respiratory rate will the system confirm that the child is seated, thereby increasing the credibility of seat detection.
在一实施例中,请参见图10,所述S333包括:In one embodiment, referring to FIG. 10 , the S333 includes:
S33331:对所述原始数据进行滤波处理,输出滤波后的初始数据;S33331: Filter the original data and output the filtered initial data;
具体地,原始数据(安全带伸缩的记录)可能包含了来自儿童和宠物的运动和干扰。为了减小这些干扰的影响,系统采用滤波技术对数据进行处理,滤波处理通常涉及应用数字信号处理算法,以去除高频或低频的噪音成分,从而使数据更加平稳和稳定。常见的滤波方法包括均值滤波、中值滤波、低通滤波等。滤波后的初始数据将用于后续的处理步骤,以提高数据的可靠性和准确性。Specifically, the raw data (recording of seat belt extension and retraction) may contain motion and interference from children and pets. In order to reduce the impact of these interferences, the system uses filtering technology to process the data. Filtering usually involves applying digital signal processing algorithms to remove high-frequency or low-frequency noise components to make the data smoother and more stable. Common filtering methods include mean filtering, median filtering, low-pass filtering, etc. The filtered initial data will be used in subsequent processing steps to improve the reliability and accuracy of the data.
S33332:将所述初始数据输入预训练的机器学习模型中进行二次校正,输出校正后的目标数据,其中,所述目标数据至少包括:安全带拉伸次数和安全带收缩次数,所述机器学习模型至少基于以下算法之一进行构建:支持向量机,随机森林和深度学习模型。S33332: Input the initial data into a pre-trained machine learning model for secondary correction, and output the corrected target data, wherein the target data includes at least: the number of seat belt extensions and the number of seat belt contractions, and the machine learning model is constructed based on at least one of the following algorithms: support vector machine, random forest and deep learning model.
具体地,将滤波后的初始数据输入到预训练的机器学习模型中进行进一步的处理和校正,机器学习模型的任务是进一步减小误差,并更准确地计算安全带的拉伸次数和收缩次数,这些目标数据用于计算实时呼吸频率。机器学习模型可以基于不同的算法进行构建,其中包括支持向量机、随机森林和深度学习模型,例如若利用支持向量机(SVM),首先,将滤波后的初始数据作为输入特征提供给SVM模型,这些特征可能包括时间序列数据或传感器测量值,使用历史数据集,SVM模型学习安全带伸缩模式与实际呼吸活动之间的关系,这可以通过监督学习来完成,其中历史数据中包含了已知的安全带拉伸和收缩次数以及相应的实际呼吸频率,一旦模型训练完成,它可以用于校正实时数据。模型将输入的安全带伸缩模式映射到更准确的安全带拉伸次数和收缩次数,这些校正后的目标数据将用于计算实时呼吸频率;若利用随机森林,同样,滤波后的初始数据作为输入特征提供给随机森林模型。使用历史数据集,随机森林模型会构建多个决策树,每个树都学习安全带伸缩模式与实际呼吸活动之间的关系,随机森林模型通过投票或平均来确定最终的校正结果,在实时数据输入到模型时,每个决策树都会为输入数据生成校正后的目标数据,最终结果是由所有树的投票或平均值得出的;还可以利用深度学习模型,将滤波后的初始数据输入深度学习模型的输入层,深度学习模型通常由多个神经网络层组成,通过反向传播算法进行训练。模型会自动学习特征表示,将安全带伸缩模式映射到校正后的目标数据,以减小误差,一旦深度学习模型训练完成,它可以用于校正实时数据,模型将输入数据传递到各个神经网络层,并生成校正后的目标数据,这些数据将用于计算实时呼吸频率。上述算法根据历史数据进行训练,以了解安全带伸缩模式与实际呼吸活动之间的关系,输出的校正后的目标数据包括安全带的拉伸次数和收缩次数,这些数据将用于计算实时呼吸频率。通过滤波处理和机器学习模型的校正,系统可以提高对安全带伸缩事件的准确性,从而更可靠地计算实时呼吸频率,进一步提高入座检测的精确性。Specifically, the filtered initial data is input into a pre-trained machine learning model for further processing and correction. The task of the machine learning model is to further reduce the error and more accurately calculate the number of seat belt extensions and contractions. These target data are used to calculate the real-time respiratory rate. The machine learning model can be constructed based on different algorithms, including support vector machines, random forests, and deep learning models. For example, if a support vector machine (SVM) is used, first, the filtered initial data is provided as input features to the SVM model. These features may include time series data or sensor measurements. Using historical data sets, the SVM model learns the relationship between the seat belt extension and contraction pattern and the actual respiratory activity. This can be done through supervised learning, where the historical data contains the known number of seat belt extensions and contractions and the corresponding actual respiratory rate. Once the model training is completed, it can be used to correct the real-time data. The model maps the input seat belt extension and contraction pattern to a more accurate number of seat belt extensions and contractions. These corrected target data will be used to calculate the real-time respiratory rate. If a random forest is used, similarly, the filtered initial data is provided as input features to the random forest model. Using historical data sets, the random forest model constructs multiple decision trees, each of which learns the relationship between the seat belt extension and retraction pattern and actual breathing activity. The random forest model determines the final correction result by voting or averaging. When real-time data is input to the model, each decision tree generates corrected target data for the input data. The final result is obtained by voting or averaging all trees. Deep learning models can also be used to input the filtered initial data into the input layer of the deep learning model. Deep learning models usually consist of multiple neural network layers and are trained by back propagation algorithms. The model automatically learns feature representations and maps the seat belt extension and retraction pattern to the corrected target data to reduce errors. Once the deep learning model is trained, it can be used to correct real-time data. The model passes the input data to each neural network layer and generates corrected target data, which will be used to calculate the real-time respiratory rate. The above algorithm is trained based on historical data to understand the relationship between the seat belt extension and retraction pattern and the actual respiratory activity. The output corrected target data includes the number of extensions and contractions of the seat belt, which will be used to calculate the real-time respiratory rate. Through filtering processing and correction of machine learning models, the system can improve the accuracy of seat belt extension and retraction events, thereby more reliably calculating real-time breathing rate and further improving the accuracy of seat occupancy detection.
综上所述,本发明实施例提供了一种儿童安全座椅上的入座感应方法及系统。In summary, the embodiments of the present invention provide a method and system for sensing seating on a child safety seat.
需要明确的是,本发明并不局限于上文所描述并在图中示出的特定配置和处理。为了简明起见,这里省略了对已知方法的详细描述。在上述实施例中,描述和示出了若干具体的步骤作为示例。但是,本发明的方法过程并不限于所描述和示出的具体步骤,本领域的技术人员可以在领会本发明的精神后,作出各种改变、修改和添加,或者改变步骤之间的顺序。It should be clear that the present invention is not limited to the specific configuration and processing described above and shown in the figures. For the sake of simplicity, a detailed description of the known method is omitted here. In the above embodiments, several specific steps are described and shown as examples. However, the method process of the present invention is not limited to the specific steps described and shown, and those skilled in the art can make various changes, modifications and additions, or change the order between the steps after understanding the spirit of the present invention.
以上所述的结构框图中所示的功能块可以实现为硬件、软件、固件或者它们的组合。当以硬件方式实现时,其可以例如是电子电路、专用集成电路(ASIC)、适当的固件、插件、功能卡等等。当以软件方式实现时,本发明的元素是被用于执行所需任务的程序或者代码段。程序或者代码段可以存储在机器可读介质中,或者通过载波中携带的数据信号在传输介质或者通信链路上传送。“机器可读介质”可以包括能够存储或传输信息的任何介质。机器可读介质的例子包括电子电路、半导体存储器设备、ROM、闪存、可擦除ROM(EROM)、软盘、CD-ROM、光盘、硬盘、光纤介质、射频(RF)链路,等等。代码段可以经由诸如因特网、内联网等的计算机网络被下载。The functional blocks shown in the above-described block diagram can be implemented as hardware, software, firmware or a combination thereof. When implemented in hardware, it can be, for example, an electronic circuit, an application specific integrated circuit (ASIC), appropriate firmware, a plug-in, a function card, etc. When implemented in software, the elements of the present invention are programs or code segments that are used to perform the required tasks. The program or code segment can be stored in a machine-readable medium, or transmitted on a transmission medium or a communication link by a data signal carried in a carrier wave. "Machine-readable medium" can include any medium capable of storing or transmitting information. Examples of machine-readable media include electronic circuits, semiconductor memory devices, ROM, flash memory, erasable ROM (EROM), floppy disks, CD-ROMs, optical disks, hard disks, optical fiber media, radio frequency (RF) links, etc. The code segment can be downloaded via a computer network such as the Internet, an intranet, etc.
还需要说明的是,本发明中提及的示例性实施例,基于一系列的步骤或者装置描述一些方法或系统。但是,本发明不局限于上述步骤的顺序,也就是说,可以按照实施例中提及的顺序执行步骤,也可以不同于实施例中的顺序,或者若干步骤同时执行。It should also be noted that the exemplary embodiments mentioned in the present invention describe some methods or systems based on a series of steps or devices. However, the present invention is not limited to the order of the above steps, that is, the steps can be performed in the order mentioned in the embodiments, or in a different order from the embodiments, or several steps can be performed simultaneously.
以上所述,仅为本发明的具体实施方式,所属领域的技术人员可以清楚地了解到,为了描述的方便和简洁,上述描述的系统、模块和单元的具体工作过程,可以参考前述方法实施例中的对应过程,在此不再赘述。应理解,本发明的保护范围并不局限于此,任何熟悉本技术领域的技术人员在本发明揭露的技术范围内,可轻易想到各种等效的修改或替换,这些修改或替换都应涵盖在本发明的保护范围之内。The above is only a specific implementation of the present invention. Those skilled in the art can clearly understand that for the convenience and simplicity of description, the specific working processes of the systems, modules and units described above can refer to the corresponding processes in the aforementioned method embodiments, and will not be repeated here. It should be understood that the protection scope of the present invention is not limited to this. Any technician familiar with the technical field can easily think of various equivalent modifications or replacements within the technical scope disclosed by the present invention, and these modifications or replacements should be covered within the protection scope of the present invention.
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