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CN201749540U - A device for detecting and regulating fatigue driving - Google Patents

A device for detecting and regulating fatigue driving Download PDF

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CN201749540U
CN201749540U CN2010202728805U CN201020272880U CN201749540U CN 201749540 U CN201749540 U CN 201749540U CN 2010202728805 U CN2010202728805 U CN 2010202728805U CN 201020272880 U CN201020272880 U CN 201020272880U CN 201749540 U CN201749540 U CN 201749540U
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李君�
叶翔
江凯敏
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South China Agricultural University
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Abstract

The utility model discloses a detecting and normalizing device for fatigue driving, which comprises an automobile driving computer, a communication unit, an audible-visual annunciator, an engine, a transmission and an ABS (antilock braking system); the detecting and normalizing device further comprises a weight sensor and a central controller, wherein the weight sensor is used for detecting weight on a driver seat in real time and sending numerical value to a central controller, and the central controller is used for being communicated with the automobile driving computer through the communication unit, judging according to output signals of the weight senso, outputting control signals to the audible-visual annunciator, carrying out activist interventions to the engine, the transmission and the ABS, and realizing controls to other modules inside the detecting and normalizing device for fatigue driving. The device has the advantages that the accuracy is high, enforcement measures are humanized, the realization is easy, the applicability is good, and traffic accidents can be prevented effectively.

Description

一种疲劳驾驶检测及规范装置 A device for detecting and regulating fatigue driving

技术领域technical field

本实用新型涉及汽车行驶安全领域,特别涉及一种疲劳驾驶检测及规范装置。The utility model relates to the field of automobile driving safety, in particular to a fatigue driving detection and regulation device.

背景技术Background technique

2008年世界卫生组织的事故调查显示,大约50%~60%的交通事故与疲劳驾驶有关,因此疲劳驾驶已经被列为车祸致死的主要原因。在中国,每年由于疲劳驾驶引发的交通事故达数万起;而造成死亡的事故中50%以上都与疲劳驾驶行为有关,疲劳驾驶的危害触目惊心,已经成为交通事故的一大“杀手”。The World Health Organization accident survey in 2008 showed that about 50% to 60% of traffic accidents were related to fatigue driving, so fatigue driving has been listed as the main cause of death in traffic accidents. In China, there are tens of thousands of traffic accidents caused by fatigue driving every year; more than 50% of the fatal accidents are related to fatigue driving behavior. The harm of fatigue driving is shocking and has become a major "killer" of traffic accidents.

因此,如何有效监测和制止疲劳驾驶这种不良驾驶行为对预防交通事故有重大作用,已经成为研究热点。现在国际上有不少企业或研究机构正在开发针对疲劳驾驶的驾驶行为监测装置,主要有:Therefore, how to effectively monitor and stop the bad driving behavior of fatigue driving has a great effect on the prevention of traffic accidents, and has become a research hotspot. At present, many companies or research institutions in the world are developing driving behavior monitoring devices for fatigue driving, mainly including:

(1)测量人体生理信号,如心率、脑电波、脉搏、呼吸频率等。此类装置检测精度较高,但测量装置与人体有直接接触,难以让驾驶员接受。(1) Measure human physiological signals, such as heart rate, brain wave, pulse, respiratory rate, etc. This type of device has high detection accuracy, but the measuring device is in direct contact with the human body, which is difficult for drivers to accept.

(2)用图像处理芯片测量生理反应,如眨眼频率、眼睛睁开度等。此类装置检测精度较高,但算法复杂、硬件要求高且有一定误差。(2) Use image processing chips to measure physiological responses, such as blinking frequency, eye opening degree, etc. This type of device has high detection accuracy, but the algorithm is complex, the hardware requirements are high, and there are certain errors.

(3)测量车辆或者路面相关参数,如车速、纵向加速度、白线位置、侧向加速度等。此类装置使用范围窄、检测精度低。(3) Measure vehicle or road related parameters, such as vehicle speed, longitudinal acceleration, white line position, lateral acceleration, etc. Such devices have a narrow range of use and low detection accuracy.

目前在强制规范措施方面,许多方案还停留在报警的阶段,不能及时对发现的不良驾驶行为进行有效控制。因此,市场迫切需要一种规范措施人性化,检测精度高的驾驶行为安全装置来改善道路安全情况。At present, in terms of mandatory regulation measures, many schemes are still in the stage of alarming, and cannot effectively control the discovered bad driving behaviors in a timely manner. Therefore, the market is in urgent need of a humanized normative measure and a driving behavior safety device with high detection accuracy to improve road safety.

实用新型内容Utility model content

本实用新型的目的在于克服现有技术的缺点和不足,提供一种疲劳驾驶检测及规范装置,该装置具有精确度高、强制措施人性化、容易实现和适用性好的优点,能有效预防交通事故。The purpose of the utility model is to overcome the shortcomings and deficiencies of the prior art, and provide a fatigue driving detection and regulation device, which has the advantages of high precision, humanized mandatory measures, easy implementation and good applicability, and can effectively prevent traffic ACCIDENT.

本实用新型目的通过下述技术方案实现:一种疲劳驾驶检测及规范装置,包括汽车行车计算机、通信单元、声光报警器、发动机、变速器和ABS,还包括:The purpose of this utility model is achieved through the following technical solutions: a fatigue driving detection and regulation device, including a car driving computer, a communication unit, an acousto-optic alarm, an engine, a speed changer and an ABS, and also includes:

用于实时检测驾驶员座椅上的重量,并把数值发送给中央控制器的测重传感器;It is used to detect the weight on the driver's seat in real time and send the value to the load cell of the central controller;

和用于通过通信单元与汽车行车计算机进行通信,根据测重传感器的输出信号进行判断并输出控制信号给声光报警器,通过通信单元对发动机、变速器和ABS(Anti-lock Brake System,防抱死制动系统)进行主动干预,实现对疲劳驾驶检测及规范装置内其它模块的控制的中央控制器。And it is used to communicate with the automobile driving computer through the communication unit, judge according to the output signal of the load cell and output the control signal to the sound and light alarm, and control the engine, transmission and ABS (Anti-lock Brake System, anti-lock Brake System) through the communication unit brake system) to actively intervene to realize the central controller for fatigue driving detection and control of other modules in the regulation device.

为更好的实现本实用新型,所述中央控制器采用AVR单片机ATmega16。For realizing the utility model better, described central controller adopts AVR single-chip microcomputer ATmega16.

优选的,所述测重传感器由4个应变片搭成电桥组成,通过测量电桥两端电压的变化估算出应变片上的重力,用于检测驾驶员的体重以判断汽车是否更换驾驶员。Preferably, the load cell is composed of 4 strain gauges to form an electric bridge, and the gravity on the strain gauge is estimated by measuring the voltage change at both ends of the bridge, which is used to detect the weight of the driver to determine whether the car needs to replace the driver.

优选的,所述通信单元为汽车CAN总线控制器,用于与汽车行车计算机进行通信,并根据中央控制器的控制信号,对发动机、变速器和ABS进行干预控制。Preferably, the communication unit is an automobile CAN bus controller, which is used to communicate with the automobile driving computer, and to intervene and control the engine, transmission and ABS according to the control signal of the central controller.

优选的,所述疲劳驾驶检测及规范装置还包括:Preferably, the fatigue driving detection and regulation device also includes:

用于采集图像并把图像发送到图像预处理模块的图像采集模块;An image acquisition module for collecting images and sending the images to the image preprocessing module;

用于接收图像采集模块的图像并进行预处理,把预处理后的图像经中央控制器发送到图像处理单元的图像预处理模块;所述预处理具体是指增强图像对比度、增强人脸轮廓、将人脸图像转换成数字二值图像以及检查并消除图像的噪音;It is used to receive the image of the image acquisition module and perform preprocessing, and send the preprocessed image to the image preprocessing module of the image processing unit through the central controller; the preprocessing specifically refers to enhancing the image contrast, enhancing the contour of the face, Convert face images into digital binary images and check and remove image noise;

用于图像降噪、均衡化、单色化,提取人脸图像并进行图像匹配,判断驾驶员当前眼睛状态,并把状态信息发送到中央控制器的图像处理单元。It is used for image noise reduction, equalization, and monochromaticization, extracting face images and performing image matching, judging the current state of the driver's eyes, and sending the state information to the image processing unit of the central controller.

优选的,所述图像采集模块为130万像素或以上的摄像头。Preferably, the image acquisition module is a camera with 1.3 million pixels or above.

优选的,所述图像处理单元采用ARM7型处理芯片。Preferably, the image processing unit adopts an ARM7 type processing chip.

优选的,所述疲劳驾驶检测及规范装置还包括用于与交通警察控制中心联系的GSM通信模块。Preferably, the fatigue driving detection and standardization device further includes a GSM communication module for contacting the traffic police control center.

优选的,所述GSM通信模块采用西门子公司生产的TC35i模块,GSM通信模块通过发送短信息与交通警察控制中心联系。Preferably, the GSM communication module adopts the TC35i module produced by Siemens, and the GSM communication module communicates with the traffic police control center by sending short messages.

本实用新型的设计原理:根据我国交通法规的相关规定,严禁驾驶员过度疲劳驾驶车辆,不得连续驾驶机动车超过4小时未停车休息或者停车休息时间少于20分钟,从事公路客运的驾驶员一次连续驾车不得超过3小时,24小时内实际驾车累计不得超过8小时。本疲劳驾驶检测及规范装置根据连续驾驶时间的计算值来评估驾驶员的疲劳程度,通过所述测重传感器检测驾驶员更换情况,以及所述通信单元检测汽车开动情况,从而计算连续驾驶时间,当这一时间超过设定的4小时连续驾驶限制时间时,判定驾驶员为疲劳驾驶,所述疲劳驾驶检测及规范装置先警告,要求驾驶员停车休息,如果驾驶员3分钟内不停车休息,则强制汽车停车,并在汽车停车休息20分钟后允许汽车重新起动。The design principle of this utility model: According to the relevant provisions of my country's traffic laws and regulations, it is strictly forbidden for drivers to drive vehicles with excessive fatigue, and they must not drive motor vehicles continuously for more than 4 hours without stopping to rest or stop for less than 20 minutes, and drivers engaged in road passenger transport once Continuous driving shall not exceed 3 hours, and actual driving within 24 hours shall not exceed 8 hours. The fatigue driving detection and standardization device evaluates the fatigue degree of the driver according to the calculated value of the continuous driving time, detects the change of the driver through the weighing sensor, and detects the driving situation of the car by the communication unit, thereby calculating the continuous driving time, When this time exceeds the set 4-hour continuous driving limit time, it is determined that the driver is fatigue driving, and the fatigue driving detection and regulation device first warns and requires the driver to stop and rest. If the driver does not stop and rest within 3 minutes, Then the car is forced to stop, and the car is allowed to restart after the car stops for 20 minutes.

考虑到有些驾驶员可能在连续驾驶时间未到限制时间前就会疲劳,本实用新型采用基于机器视觉技术的PERCLOS算法来实时并行监测驾驶员的疲劳程度,一旦检测到驾驶员提前疲劳,所述疲劳驾驶检测及规范装置也会首先警告,以促进驾驶员集中精神,并继续检测疲劳状态。若3分钟后,发现驾驶员仍然疲劳,则强制汽车停车,并在20分钟后才允许汽车重新起动。在强制停车期间,所述疲劳驾驶强制规范装置会通过测重传感器检测驾驶员的更换情况,当发现驾驶员更换时,所述疲劳驾驶检测和规范装置会将连续驾驶时间和停车时间清零,并立刻允许汽车起动。当被强制停车的疲劳驾驶员有紧急情况处理,并需要强行继续驾驶时,所述疲劳驾驶检测及规范装置可以解除对其实施的强制措施,但是会通过GSM通信模块与交警控制中心联系,让交警协助规范驾驶员的行为。这种做法提高了系统可靠度,起到了保险作用。Considering that some drivers may be fatigued before the continuous driving time reaches the limit time, the utility model adopts the PERCLOS algorithm based on machine vision technology to monitor the driver's fatigue degree in parallel in real time. Once the driver is detected to be fatigued in advance, the The fatigue driving detection and regulation device will also warn first to promote the driver's concentration and continue to detect the fatigue state. If after 3 minutes, it is found that the driver is still tired, the car is forced to stop, and the car is allowed to restart after 20 minutes. During the forced parking, the fatigue driving mandatory regulation device will detect the change of the driver through the weighing sensor, and when the driver is found to be changed, the fatigue driving detection and regulation device will clear the continuous driving time and parking time, And immediately allow the car to start. When the tired driver who is forced to stop has an emergency and needs to continue driving by force, the fatigue driving detection and regulation device can remove the compulsory measures implemented to it, but will contact the traffic police control center through the GSM communication module, so that The traffic police assist in regulating the behavior of drivers. This approach improves system reliability and plays an insurance role.

本实用新型与现有技术相比,具有如下有益效果:Compared with the prior art, the utility model has the following beneficial effects:

第一、提高精确度,起到保险作用;使用2个指标更加客观地评价驾驶员的疲劳情况,检测精确度更加高;可以同时利用连续驾驶时间计算和图像处理这2种不同的方式检测汽车驾驶员的疲劳程度。一旦检测到驾驶员提前疲劳,所述疲劳驾驶检测及规范装置同样会采取强制规范措施。First, improve the accuracy and play an insurance role; use two indicators to evaluate the driver's fatigue more objectively, and the detection accuracy is higher; two different methods of continuous driving time calculation and image processing can be used to detect cars at the same time driver fatigue. Once it is detected that the driver is fatigued in advance, the fatigue driving detection and regulation device will also take mandatory regulation measures.

第二、多种强制措施,有效预防交通事故;对处于疲劳驾驶状态下的驾驶员采取有效的强制规范措施,可以规范驾驶员的不良驾驶行为,在发现驾驶员疲劳时,自动采取报警、强制停车和通知交警这3种强制规范方法,规范措施多样化、人性化,能有效检测和规范疲劳驾驶这种不良驾驶行为,能预防交通事故,有效改善道路安全情况。Second, a variety of compulsory measures can effectively prevent traffic accidents; effective compulsory regulation measures can be taken for drivers in the state of fatigue driving, which can regulate the driver's bad driving behavior. Parking and notifying the traffic police are the three compulsory regulation methods. The regulation measures are diversified and humanized. They can effectively detect and regulate bad driving behaviors such as fatigue driving, prevent traffic accidents, and effectively improve road safety.

第三、通过测重方式判断驾驶员更换情况,容易实现:通过测重传感器对驾驶员座椅上的重量进行实时检测,并把数值发送给中央控制器,中央控制器据此检测驾驶员更换情况。Third, it is easy to judge the driver’s replacement by weight measurement: real-time detection of the weight on the driver’s seat through the weight sensor, and send the value to the central controller, which then detects the driver’s replacement Condition.

第四、通用器件组成,适用性好;所述疲劳驾驶检测及规范装置,其由通用的器件组成,适合应用于各类型汽车,通用性好。Fourth, it is composed of common devices and has good applicability; the fatigue driving detection and regulation device is composed of general devices, which is suitable for various types of automobiles and has good versatility.

附图说明Description of drawings

图1是本实施例中所述疲劳驾驶检测及规范装置的结构方框图;Fig. 1 is the structural block diagram of fatigue driving detection and standard device described in the present embodiment;

图2是本实施例中所述疲劳驾驶检测及规范装置的工作流程图;Fig. 2 is the working flow diagram of fatigue driving detection and specification device described in the present embodiment;

图3是本实施例中汽车行车计算机强制汽车停车的工作流程图。Fig. 3 is the working flowchart of the forced parking of the car by the driving computer of the car in the present embodiment.

具体实施方式Detailed ways

下面结合实施例及附图,对本实用新型作进一步地详细说明,但本实用新型的实施方式不限于此。The utility model will be described in further detail below in conjunction with the embodiments and accompanying drawings, but the implementation of the utility model is not limited thereto.

实施例Example

一种疲劳驾驶检测及规范装置,如图1所示,包括测重传感器、中央控制器、图像采集模块、图像预处理模块、图像处理单元、GSM通信模块、发动机、变速器、ABS、声光报警器和通信单元,其中A fatigue driving detection and regulation device, as shown in Figure 1, includes a load cell, a central controller, an image acquisition module, an image preprocessing module, an image processing unit, a GSM communication module, an engine, a transmission, ABS, and an audible and visual alarm device and communication unit, where the

测重传感器,用于实时检测驾驶员座椅上的重量,并把数值发送给中央控制器;The load cell is used to detect the weight on the driver's seat in real time and send the value to the central controller;

图像采集模块,用于采集图像并把图像发送到图像预处理模块;An image acquisition module, used to acquire images and send the images to the image preprocessing module;

图像预处理模块,用于接收图像采集模块的图像并进行预处理,把预处理后的图像经中央控制器发送到图像处理单元;所述预处理具体是指增强图像对比度、增强人脸轮廓、将人脸图像转换成数字二值图像和检查并消除图像的噪音;The image preprocessing module is used to receive the image of the image acquisition module and perform preprocessing, and the preprocessed image is sent to the image processing unit through the central controller; the preprocessing specifically refers to enhancing image contrast, enhancing human face contour, Convert face images into digital binary images and check and remove image noise;

图像处理单元,用于图像降噪、均衡化以及单色化,提取人脸图像并进行图像匹配,判断驾驶员当前眼睛状态并把状态信息发送给中央控制器;The image processing unit is used for image noise reduction, equalization and monochromatization, extracts face images and performs image matching, judges the current state of the driver's eyes and sends the state information to the central controller;

GSM通信模块,用于根据中央控制器的控制信号,与交通警察控制中心通信,报告驾驶员的违章情况;The GSM communication module is used to communicate with the traffic police control center according to the control signal of the central controller, and report the driver's violation;

声光报警器,用于根据中央控制器的控制信号向驾驶员发出警告提示;The sound and light alarm is used to send a warning prompt to the driver according to the control signal of the central controller;

通信单元,用于实现中央控制器与汽车行车计算机间的通信,并根据中央控制器的控制信号,对发动机、变速器和ABS进行干预控制;The communication unit is used to realize the communication between the central controller and the vehicle driving computer, and to intervene and control the engine, transmission and ABS according to the control signal of the central controller;

中央控制器,用于通过通信单元与汽车行车计算机进行通信,根据测重传感器的输出信号进行判断并输出控制信号给声光报警器,并通过通信单元对发动机、变速器和ABS进行主动干预,根据图像处理单元的状态信息判断驾驶员是否疲劳,并实现对疲劳驾驶检测及规范装置内其它模块的控制;The central controller is used to communicate with the driving computer of the vehicle through the communication unit, judge according to the output signal of the load cell and output the control signal to the sound and light alarm, and actively intervene in the engine, transmission and ABS through the communication unit, according to The state information of the image processing unit judges whether the driver is fatigued, and realizes the control of other modules in the fatigue driving detection and regulation device;

通信单元、GSM通信模块、声光报警器、测重传感器、图像预处理模块、图像处理单元分别与中央控制器相连,图像预处理模块与图像采集模块相连,通信单元与汽车行车计算机相连,所述发动机、变速器和ABS分别与通信单元相连,GSM通信模块与交通警察控制中心相连。The communication unit, GSM communication module, sound and light alarm, weighing sensor, image preprocessing module, and image processing unit are respectively connected to the central controller, the image preprocessing module is connected to the image acquisition module, and the communication unit is connected to the vehicle driving computer. The engine, the transmission and the ABS are respectively connected with the communication unit, and the GSM communication module is connected with the traffic police control center.

其中所述通信单元为汽车CAN总线控制器。Wherein the communication unit is an automobile CAN bus controller.

所述中央控制器采用AVR单片机ATmega16,用于系统总控制,与汽车行车计算机通过CAN总线通信,实现连续驾驶时间计算和各种硬件设备的驱动等,The central controller adopts AVR single-chip microcomputer ATmega16, which is used for the overall control of the system, communicates with the vehicle driving computer through the CAN bus, and realizes the calculation of continuous driving time and the driving of various hardware devices, etc.

所述测重传感器由4个应变片搭成电桥组成,通过测量电桥两端的电压变化估算出应变片上的重力。测重传感器安装在驾驶员的座椅下,实时监测驾驶员座椅上的重力,并把重量数值发送给中央控制器,中央控制器通过测重传感器的输出信号进行判断。测重传感器不同于目前汽车上已有的座椅坐人传感器(座椅坐人传感器是由多个单独的压力传感器组成并一直延伸到驾驶员座椅的后部区域,其只实现单一的“座椅占有识别”功能)。The load cell is composed of four strain gauges forming an electric bridge, and the gravity on the strain gauge is estimated by measuring the voltage change at both ends of the bridge. The weighing sensor is installed under the driver's seat, monitors the gravity on the driver's seat in real time, and sends the weight value to the central controller, and the central controller judges through the output signal of the weighing sensor. The load cell is different from the existing seat occupancy sensor on the car (the seat occupancy sensor is composed of multiple individual pressure sensors and extends to the rear area of the driver's seat, which only realizes a single " seat occupancy recognition" function).

所述图像采集模块为130万像素的CCD摄像头,安装在驾驶员脸部前方或前上方,安装在挡风玻璃的顶部不影响驾驶员视线处。The image acquisition module is a 1.3 million-pixel CCD camera, installed in front of the driver's face or above the front, and installed on the top of the windshield without affecting the driver's line of sight.

所述图像处理单元采用ARM7型处理芯片,采用PERCLOS算法,提取人脸图像并进行图像匹配,判断驾驶员当前眼睛状态,检测人眼的闭合频率和眨眼频率,并据此判断驾驶员疲劳程度。The image processing unit adopts ARM7 type processing chip and PERCLOS algorithm to extract face images and perform image matching, judge the driver's current eye state, detect the closing frequency and blinking frequency of human eyes, and judge the driver's fatigue degree accordingly.

所述GSM通信模块采用西门子公司生产的TC35i模块,GSM通信模块通过发送短信息与交通警察控制中心联系。The GSM communication module adopts the TC35i module produced by Siemens, and the GSM communication module communicates with the traffic police control center by sending short messages.

如图2所示,所述疲劳驾驶检测及规范装置的工作流程,具体包括以下步骤:As shown in Figure 2, the workflow of the described fatigue driving detection and standardization device specifically includes the following steps:

S1、驾驶员使用汽车钥匙开启车辆,所述疲劳驾驶检测及规范装置启动:测重传感器不断检测驾驶员座椅上的重量,当此重量波动小于设定数值时,认为重量稳定,记录当前重量并把重量数值发送给中央控制器,中央控制器记作驾驶员重量1,进入步骤S2;S1. The driver uses the car key to open the vehicle, and the fatigue driving detection and regulation device is activated: the weight sensor continuously detects the weight on the driver's seat. When the weight fluctuation is less than the set value, the weight is considered stable and the current weight is recorded And the weight value is sent to the central controller, and the central controller is recorded as the driver's weight 1, and enters step S2;

S2、中央控制器通过通信单元不断检测汽车是否开动,当汽车启动后,启动驾驶时间计时器,开始计算驾驶时间,并进入步骤S3;S2, the central controller constantly detects whether the car is started through the communication unit, and when the car starts, starts the driving time timer, starts to calculate the driving time, and enters step S3;

S3、中央控制器通过测重传感器不断检测驾驶员座椅上重量,如果重量波动超过设定数值(例如5kg),中央控制器向声光报警器发送控制信号,声光报警器根据控制信号报警,提示驾驶员开车时不能离开座位;S3. The central controller continuously detects the weight on the driver's seat through the weight sensor. If the weight fluctuation exceeds the set value (for example, 5kg), the central controller sends a control signal to the sound and light alarm, and the sound and light alarm alarms according to the control signal. , prompting the driver not to leave the seat while driving;

同时,中央控制器通过通信单元实时检测汽车是否停车,如果停车,则进入步骤S4;若没有停车,则进入步骤S7;Simultaneously, the central controller detects whether the automobile is parked in real time through the communication unit, if parked, then enters step S4; if not parked, then enters step S7;

S4、汽车停车时,则驾驶时间计时器暂停计时,同时启动停车时间计时器,中央控制器通过测重传感器的实时检测,判断驾驶员是否更换:S4, when the car is parked, the driving time timer is suspended, and the parking time timer is started at the same time, and the central controller judges whether the driver is replaced by the real-time detection of the weighing sensor:

当测重传感器检测到驾驶员座椅上的重力在某一时刻等于零,则中央控制器判断驾驶员离开了座位;若驾驶员离开座位后,当测重传感器重新检测到驾驶员座椅上重力不为零且波动重新小于设定数值时,则测重传感器将重量数值发送给中央控制器,中央控制器认为驾驶员重新回到座位上,记录此时驾驶位重量,记作驾驶员重量2;中央控制器将驾驶员重量1与驾驶员重量2做差,此差值若大于设定数值(例如4公斤),则中央控制器判断驾驶员更换,驾驶时间计时器和停车时间计时器清零,进入步骤S6;When the load sensor detects that the gravity on the driver's seat is equal to zero at a certain moment, the central controller judges that the driver has left the seat; if the driver leaves the seat, when the load sensor detects the gravity on the driver's seat again When it is not zero and the fluctuation is less than the set value again, the load cell will send the weight value to the central controller, and the central controller will think that the driver has returned to the seat, record the weight of the driving seat at this time, and record it as the driver's weight 2 ; The central controller makes a difference between the driver's weight 1 and the driver's weight 2. If the difference is greater than a set value (for example, 4 kg), the central controller judges that the driver is replaced, and the driving time meter and the parking time meter are cleared. Zero, enter step S6;

如果座椅上的重量没有改变,或前后变化的差值小于设定数值(例如4公斤),则中央控制器判断驾驶员没有更换,进入步骤S5;If the weight on the seat does not change, or the difference between front and rear changes is less than a set value (such as 4 kg), then the central controller judges that the driver has not been replaced, and enters step S5;

S5、中央控制器通过通信单元检测到汽车重新开动,并通过下式计算当前停车时间上限值:S5. The central controller detects that the car is restarted through the communication unit, and calculates the upper limit of the current parking time by the following formula:

T=20*(t/240)T=20*(t/240)

其中,t表示当前驾驶时间,T表示停车时间上限值;Among them, t represents the current driving time, and T represents the upper limit of the parking time;

中央控制器检测当前停车时间,若当前停车时间大于或等于T值时,驾驶时间计时器和停车时间计时器清零,进入步骤S6;若当前停车时间小于T值时,停车时间清零,驾驶时间计时器继续计算驾驶时间,进入步骤S6;The central controller detects the current parking time, if the current parking time is greater than or equal to the T value, the driving time timer and the parking time timer are cleared, and enters step S6; if the current parking time is less than the T value, the parking time is cleared, and the driving The time timer continues to calculate the driving time and enters step S6;

S6、等待汽车重新启动,中央控制器通过通信单元检测汽车重新启动时,返回步骤S3;S6, waiting for the car to restart, when the central controller detects the restart of the car through the communication unit, return to step S3;

S7、中央控制器实时监测驾驶时间计时器的驾驶时间,当驾驶时间超过设定的4小时连续驾驶限制时间值,中央控制器判断驾驶员疲劳,则进入步骤S8;S7. The central controller monitors the driving time of the driving time timer in real time. When the driving time exceeds the set 4-hour continuous driving limit time value, the central controller judges that the driver is tired, and then enters step S8;

同时,中央控制器通过图像处理单元实时监测驾驶员是否提前疲劳;当中央控制器判断驾驶员提前疲劳时,则进入步骤S9;At the same time, the central controller monitors in real time whether the driver is fatigued in advance through the image processing unit; when the central controller judges that the driver is fatigued in advance, then enter step S9;

S8、中央控制器发送控制信号给声光报警器,声光报警器发出警告提示驾驶员停车休息,如果3分钟内驾驶员不停车,则进入步骤S10;若停车,则返回步骤S4;S8, the central controller sends a control signal to the sound and light alarm, and the sound and light alarm sends a warning to remind the driver to stop and rest. If the driver does not stop within 3 minutes, then enter step S10; if stop, then return to step S4;

S9、中央控制器发送控制信号给声光报警器,声光报警器发出警告提醒驾驶员;同时,中央控制器继续监测驾驶员是否提前疲劳,如果3分钟内驾驶员精神状态不恢复,则进入步骤S10;否则返回步骤S3;S9, the central controller sends a control signal to the sound and light alarm, and the sound and light alarm sends a warning to remind the driver; at the same time, the central controller continues to monitor whether the driver is fatigued in advance, and if the driver's mental state does not recover within 3 minutes, enter Step S10; otherwise return to step S3;

S10、中央控制器判断驾驶员是否申请解除强制措施,若是,则中央控制器通过GSM通信模块与交警通信,报告违章情况;否则,进入步骤S11;S10, the central controller judges whether the driver applies for lifting the compulsory measures, if so, the central controller communicates with the traffic police through the GSM communication module, and reports the violation; otherwise, enters step S11;

S 11、中央控制器将强制停车的控制指令通过通信单元发送给汽车行车计算机,汽车行车计算机接收强制停车控制指令后,通过通信单元对发动机、变速器和ABS进行主动干预,强制汽车缓慢停下;S 11. The central controller sends the control command of forced parking to the vehicle driving computer through the communication unit. After the vehicle driving computer receives the control command of forced parking, it actively intervenes in the engine, transmission and ABS through the communication unit to force the vehicle to stop slowly;

中央控制器通过测重传感器实时检测驾驶座椅上重量的变化,并判断驾驶员是否更换,如果更换驾驶员,则中央控制器将驾驶时间计时器清零,并立刻允许汽车起动,返回步骤S3;若没有更换驾驶员,中央控制器会通过通信单元与汽车行车计算机通信,强制汽车停驶20分钟,20分钟后才允许汽车重新起动,中央控制器将驾驶时间计时器清零,并同时解除汽车锁闭,返回步骤S3。The central controller detects the change of the weight on the driver's seat in real time through the weighing sensor, and judges whether the driver is replaced. If the driver is replaced, the central controller resets the driving time timer, and immediately allows the car to start, and returns to step S3 ; If the driver is not replaced, the central controller will communicate with the vehicle driving computer through the communication unit, and the vehicle will be forced to stop for 20 minutes, and the vehicle will be allowed to restart after 20 minutes. The car is locked and returns to step S3.

所述步骤S7中的中央控制器通过图像处理单元实时监测驾驶员是否提前疲劳,是指通过图像处理单元检测人眼的闭合频率和眨眼频率,图像处理单元将频率数值作为状态信息发送给中央控制器,中央控制器判断驾驶员是否提前疲劳,具体是指:The central controller in the step S7 monitors whether the driver is fatigued in advance through the image processing unit in real time, which refers to detecting the closing frequency and blinking frequency of human eyes through the image processing unit, and the image processing unit sends the frequency value as status information to the central control unit. device, the central controller judges whether the driver is fatigued in advance, specifically refers to:

S7.1、图像采集模块(CCD摄像头)每隔一段时间间隔采集驾驶员脸部图像,并送到图像预处理模块,进入步骤S7.2;S7.1, the image acquisition module (CCD camera) collects the driver's face image at regular intervals, and sends to the image preprocessing module, enters step S7.2;

S7.2、图像预处理模块对图像进行预处理,包括:增强图像对比度、增强人脸轮廓、将人脸图像转换成数字二值图像、检查并消除图像的噪音,并把预处理后的图像送到中央控制器,由中央控制器送到图像处理单元,进入步骤S7.3;S7.2, the image preprocessing module preprocesses the image, including: enhancing the image contrast, enhancing the contour of the face, converting the face image into a digital binary image, checking and eliminating the noise of the image, and converting the preprocessed image sent to the central controller, and then sent to the image processing unit by the central controller, and then enter step S7.3;

S7.3、图像处理单元完成人脸定位和人脸图像提取,并在提取出的人脸图像上利用canny算子提取和跟踪眼睛的图,它可以利用mean shift算法实现眼睛跟踪,并保存提取出来的眼睛图像,进入步骤S7.4;S7.3, the image processing unit completes face positioning and face image extraction, and uses the canny operator to extract and track the eyes on the extracted face image, it can use the mean shift algorithm to realize eye tracking, and save the extraction Out of the eye image, go to step S7.4;

S7.4、使用PERCLOS算法对提取出来的眼睛图像进行模板匹配,图像处理单元中预存有双眼睁、双眼闭、左眼睁右眼闭、左眼闭右眼睁这4幅模板图像,图像处理单元根据PERCLOS算法分别算出眼睛图像与这4幅模板图像的相关度,取相关度最大的那幅图像中的眼睛状态作为驾驶员当前眼睛状态,进入步骤S7.5;S7.4. Use the PERCLOS algorithm to perform template matching on the extracted eye images. The image processing unit pre-stores four template images with eyes open, eyes closed, left eye open and right eye closed, left eye closed and right eye open. Image processing The unit calculates the correlation between the eye image and the four template images according to the PERCLOS algorithm, and takes the eye state in the image with the largest correlation as the driver's current eye state, and enters step S7.5;

S7.5、图像处理单元根据眼睛的状态计算PERCLOS值和眼睛的最大持续闭合时间,并把状态信息发送到中央控制器,当PERCLOS值大于40%或者最大持续闭合时间大于3秒,中央控制器判断驾驶员疲劳。S7.5, the image processing unit calculates the PERCLOS value and the maximum continuous closing time of the eyes according to the state of the eyes, and sends the state information to the central controller. When the PERCLOS value is greater than 40% or the maximum continuous closing time is greater than 3 seconds, the central controller Determine driver fatigue.

如图3所示,所述步骤S11汽车行车计算机接收强制停车控制指令后,汽车行车计算机强制汽车缓慢停下,具体包括以下步骤:As shown in Figure 3, after the vehicle driving computer in the step S11 receives the mandatory parking control instruction, the vehicle driving computer forces the vehicle to stop slowly, specifically including the following steps:

S4.1、汽车行车计算机开启车辆紧急双闪灯,进入步骤S4.2;S4.1, the vehicle driving computer turns on the emergency double flashing lights of the vehicle, and enters step S4.2;

S4.2、汽车行车计算机判断汽车类型,若是自动变速器汽车进入步骤S4.3;若是手动变速器汽车,进入步骤S4.4;S4.2, the car driving computer judges the type of car, if it is an automatic transmission car, enter step S4.3; if it is a manual transmission car, enter step S4.4;

S4.3、汽车行车计算机强制自动变速器降档,并进入步骤S4.5;S4.3, the car driving computer forces the automatic transmission to downshift, and enters step S4.5;

S4.4、汽车行车计算机强制离合器分离,变速器换至空挡,并进入步骤S4.5;S4.4, the driving computer of the car forces the clutch to disengage, the transmission shifts to neutral, and enters step S4.5;

S4.5、汽车行车计算机强制发动机怠速运行,汽车缓慢制动直至停止。S4.5. The driving computer of the car forces the engine to run at an idle speed, and the car brakes slowly until it stops.

在汽车开动情况下,强制汽车缓慢停下,同时减少停车过程对道路其他车辆,尤其是后方车辆行车安全的威胁。When the car is moving, the car is forced to stop slowly, and at the same time, the threat to other vehicles on the road, especially the driving safety of the rear vehicles, is reduced during the parking process.

上述实施例为本实用新型较佳的实施方式,但本实用新型的实施方式并不受所述实施例的限制,其他的任何未背离本实用新型的精神实质与原理下所作的改变、修饰、替代、组合、简化,均应为等效的置换方式,都包含在本实用新型的保护范围之内。The above-mentioned embodiment is a preferred implementation mode of the present utility model, but the implementation mode of the present utility model is not limited by the described embodiment, and any other changes, modifications, modifications, Substitution, combination, and simplification should all be equivalent replacement methods, and are all included in the protection scope of the present utility model.

Claims (8)

1.一种疲劳驾驶检测及规范装置,包括汽车行车计算机、通信单元、声光报警器、发动机、变速器和ABS,其特征在于,还包括:1. A kind of drowsy driving detection and normative device, comprise automobile driving computer, communication unit, sound and light alarm, engine, speed changer and ABS, it is characterized in that, also comprises: 用于实时检测驾驶员座椅上的重量,并把数值发送给中央控制器的测重传感器;It is used to detect the weight on the driver's seat in real time and send the value to the load cell of the central controller; 和用于通过通信单元与汽车行车计算机进行通信,根据测重传感器的输出信号进行判断并输出控制信号给声光报警器,通过通信单元对发动机、变速器和ABS进行主动干预,实现对整个疲劳驾驶检测及规范装置进行管理和控制的中央控制器。And it is used to communicate with the driving computer of the vehicle through the communication unit, judge according to the output signal of the load cell and output the control signal to the sound and light alarm, and actively intervene in the engine, transmission and ABS through the communication unit, so as to realize the prevention of fatigue driving. A central controller for the management and control of detection and specification devices. 2.根据权利要求1所述疲劳驾驶检测及规范装置,其特征在于,所述中央控制器采用AVR单片机ATmega16。2. according to claim 1 described fatigue driving detection and standard device, it is characterized in that, described central controller adopts AVR single-chip microcomputer ATmega16. 3.根据权利要求1所述疲劳驾驶检测及规范装置,其特征在于,所述测重传感器由4个应变片搭成电桥组成。3. The device for detecting and standardizing fatigue driving according to claim 1, wherein the load cell is composed of four strain gauges forming an electric bridge. 4.根据权利要求1所述疲劳驾驶检测及规范装置,其特征在于,还包括:4. The device for detecting and regulating fatigue according to claim 1, further comprising: 用于采集图像并把图像发送到图像预处理模块的图像采集模块;An image acquisition module for collecting images and sending the images to the image preprocessing module; 用于接收图像采集模块的图像并进行预处理,把预处理后的图像经中央控制器发送到图像处理单元的图像预处理模块;It is used to receive the image of the image acquisition module and perform preprocessing, and send the preprocessed image to the image preprocessing module of the image processing unit through the central controller; 用于图像降噪、均衡化、单色化,提取人脸图像并进行图像匹配,判断驾驶员当前眼睛状态并把状态信息发送到中央控制器的图像处理单元。It is used for image noise reduction, equalization, monochromatization, extracting face images and performing image matching, judging the driver's current eye state and sending the state information to the image processing unit of the central controller. 5.根据权利要求4所述疲劳驾驶检测及规范装置,其特征在于,所述图像采集模块为130万像素或以上的摄像头。5. The device for detecting and standardizing fatigue driving according to claim 4, wherein the image acquisition module is a camera with 1.3 million pixels or above. 6.根据权利要求4所述疲劳驾驶检测及规范装置,其特征在于,所述图像处理单元采用ARM7型处理芯片。6. The device for detecting and standardizing fatigue driving according to claim 4, wherein the image processing unit adopts an ARM7 type processing chip. 7.根据权利要求1所述疲劳驾驶检测及规范装置,其特征在于,还包括用于与交通警察控制中心联系的GSM通信模块。7. The device for detecting and regulating fatigued driving according to claim 1, further comprising a GSM communication module for contacting the traffic police control center. 8.根据权利要求7所述疲劳驾驶检测及规范装置,其特征在于,所述GSM通信模块采用西门子公司生产的TC35i模块。8. The device for detecting and regulating fatigue according to claim 7, wherein the GSM communication module adopts a TC35i module produced by Siemens.
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CN102542728A (en) * 2011-12-29 2012-07-04 广西卫通汽车信息技术有限公司 Method and system for detecting fatigue driving
DE102011104203A1 (en) * 2011-06-15 2012-12-20 GM Global Technology Operations LLC (n. d. Gesetzen des Staates Delaware) Device for detecting tiredness of driver of motor car, has processing unit for detecting tiredness-characterizing displacement of weight of driver of motor car, and sensor for detecting displacement of weight and arranged in seat surface
CN102982655A (en) * 2012-12-06 2013-03-20 南京邮电大学 Early warning method of cell phone platform for car driving fatigue
CN103569010A (en) * 2012-06-22 2014-02-12 通用汽车环球科技运作有限责任公司 Warning system and method for vehicles
CN103593942A (en) * 2012-06-22 2014-02-19 通用汽车环球科技运作有限责任公司 Alert systems and methods for a vehicle
CN103646508A (en) * 2013-11-25 2014-03-19 虞静丽 Device and operation method for preventing fatigue driving
CN103932719A (en) * 2013-01-18 2014-07-23 袁囡囡 Fatigue driving detecting technology
CN104408879A (en) * 2014-11-19 2015-03-11 湖南工学院 Method, device and system for processing fatigue driving early warning
US9123215B2 (en) 2012-06-22 2015-09-01 GM Global Technology Operations LLC Alert systems and methods for a vehicle
US9153108B2 (en) 2012-06-22 2015-10-06 GM Global Technology Operations LLC Alert systems and methods for a vehicle
CN105303770A (en) * 2014-06-03 2016-02-03 现代摩比斯株式会社 Sleepy warning device with wearable display for driver and method
US9266451B2 (en) 2012-06-22 2016-02-23 GM Global Technology Operations LLC Alert systems and methods for a vehicle
US9349263B2 (en) 2012-06-22 2016-05-24 GM Global Technology Operations LLC Alert systems and methods for a vehicle
US9493116B2 (en) 2012-06-22 2016-11-15 GM Global Technology Operations LLC Alert systems and methods for a vehicle
CN106781281A (en) * 2016-12-28 2017-05-31 珠海市魅族科技有限公司 The prompt message generation method and car-mounted terminal of a kind of vehicle
US9701245B2 (en) 2012-06-22 2017-07-11 GM Global Technology Operations LLC Alert systems and methods for a vehicle
CN108423002A (en) * 2018-02-07 2018-08-21 深圳市芝麻开门电子科技有限公司 A kind of method and system of safe driving monitoring
CN108423003A (en) * 2018-02-08 2018-08-21 深圳市芝麻开门电子科技有限公司 A kind of driving safety monitoring method and system
US20190329791A1 (en) * 2017-01-19 2019-10-31 Sony Semiconductor Solutions Corporation Vehicle control apparatus and vehicle control method
CN113954848A (en) * 2021-11-29 2022-01-21 阿维塔科技(重庆)有限公司 Driving assistance method and system, vehicle and computer storage medium
CN114701504A (en) * 2022-03-29 2022-07-05 重庆长安汽车股份有限公司 Driver fatigue driving detection device and method
CN115035687A (en) * 2022-06-07 2022-09-09 公安部第三研究所 Driver fatigue state monitoring system based on seat pressure bearing analysis

Cited By (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE102011104203A1 (en) * 2011-06-15 2012-12-20 GM Global Technology Operations LLC (n. d. Gesetzen des Staates Delaware) Device for detecting tiredness of driver of motor car, has processing unit for detecting tiredness-characterizing displacement of weight of driver of motor car, and sensor for detecting displacement of weight and arranged in seat surface
CN102542728A (en) * 2011-12-29 2012-07-04 广西卫通汽车信息技术有限公司 Method and system for detecting fatigue driving
US9266451B2 (en) 2012-06-22 2016-02-23 GM Global Technology Operations LLC Alert systems and methods for a vehicle
CN103569010A (en) * 2012-06-22 2014-02-12 通用汽车环球科技运作有限责任公司 Warning system and method for vehicles
CN103593942A (en) * 2012-06-22 2014-02-19 通用汽车环球科技运作有限责任公司 Alert systems and methods for a vehicle
US9701245B2 (en) 2012-06-22 2017-07-11 GM Global Technology Operations LLC Alert systems and methods for a vehicle
US9493116B2 (en) 2012-06-22 2016-11-15 GM Global Technology Operations LLC Alert systems and methods for a vehicle
US9123215B2 (en) 2012-06-22 2015-09-01 GM Global Technology Operations LLC Alert systems and methods for a vehicle
US9153108B2 (en) 2012-06-22 2015-10-06 GM Global Technology Operations LLC Alert systems and methods for a vehicle
US9349263B2 (en) 2012-06-22 2016-05-24 GM Global Technology Operations LLC Alert systems and methods for a vehicle
CN102982655A (en) * 2012-12-06 2013-03-20 南京邮电大学 Early warning method of cell phone platform for car driving fatigue
CN102982655B (en) * 2012-12-06 2014-10-22 南京邮电大学 Early warning method of cell phone platform for car driving fatigue
CN103932719A (en) * 2013-01-18 2014-07-23 袁囡囡 Fatigue driving detecting technology
CN103646508A (en) * 2013-11-25 2014-03-19 虞静丽 Device and operation method for preventing fatigue driving
CN105303770A (en) * 2014-06-03 2016-02-03 现代摩比斯株式会社 Sleepy warning device with wearable display for driver and method
CN104408879A (en) * 2014-11-19 2015-03-11 湖南工学院 Method, device and system for processing fatigue driving early warning
CN106781281A (en) * 2016-12-28 2017-05-31 珠海市魅族科技有限公司 The prompt message generation method and car-mounted terminal of a kind of vehicle
US20190329791A1 (en) * 2017-01-19 2019-10-31 Sony Semiconductor Solutions Corporation Vehicle control apparatus and vehicle control method
US12065157B2 (en) * 2017-01-19 2024-08-20 Sony Semiconductor Solutions Corporation Vehicle control apparatus and vehicle control method
CN108423002A (en) * 2018-02-07 2018-08-21 深圳市芝麻开门电子科技有限公司 A kind of method and system of safe driving monitoring
CN108423003A (en) * 2018-02-08 2018-08-21 深圳市芝麻开门电子科技有限公司 A kind of driving safety monitoring method and system
CN113954848A (en) * 2021-11-29 2022-01-21 阿维塔科技(重庆)有限公司 Driving assistance method and system, vehicle and computer storage medium
CN114701504A (en) * 2022-03-29 2022-07-05 重庆长安汽车股份有限公司 Driver fatigue driving detection device and method
CN115035687A (en) * 2022-06-07 2022-09-09 公安部第三研究所 Driver fatigue state monitoring system based on seat pressure bearing analysis

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