CN104382307A - Intelligent walking stick and implementation method thereof - Google Patents
Intelligent walking stick and implementation method thereof Download PDFInfo
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Abstract
本发明提供了一种智能拐杖及其实现方法,其中,拐杖具有手柄、杖身与底座,其中,所述杖身设置蓄电池及报警模块,所述蓄电池连接所述报警模块,用于为其供电;所述手柄设置报警按键,所述报警按键连接所述报警模块,用于在按压时控制所述报警模块进行报警。采用上述方案,本发明通过设置报警模块,当用户发生危险时可以及时报警,以避免一些极端事故的发生,例如,狗攻击老人、摔倒无人扶等,遇到威胁时也可以起到一定的警示作用,具有较大的应用空间,实用性强。
The present invention provides an intelligent crutch and its implementation method, wherein the crutch has a handle, a cane body and a base, wherein the cane body is provided with a battery and an alarm module, and the battery is connected to the alarm module for powering it ; The handle is provided with an alarm button, and the alarm button is connected to the alarm module for controlling the alarm module to give an alarm when pressed. By adopting the above scheme, the present invention can alarm in time when the user is in danger by setting the alarm module, so as to avoid the occurrence of some extreme accidents, for example, a dog attacking the elderly, falling down and no one to help, etc., can also play a certain role in the threat The warning function has a large application space and strong practicability.
Description
技术领域 technical field
本发明涉及拐杖的改进,尤其涉及的是,一种智能拐杖及其实现方法。 The present invention relates to the improvement of crutches, in particular to an intelligent crutch and its realization method. the
背景技术 Background technique
随着我国社会的发展和人口老龄化的加剧,出现的空巢老人或独居老人家庭越来越多,已经成为一个不容忽视的社会问题,他们没有子女在身边照顾,自己生活的安全保障要求越来越多。不断增多的“空巢老人”使现有的养老体系面临三大挑战:生活保障、日常照料服务、精神慰藉。 With the development of our society and the intensification of population aging, there are more and more empty nest elderly or elderly families living alone, which has become a social problem that cannot be ignored. They have no children to take care of them, and the safety requirements for their own lives are getting higher and higher. more and more. The increasing number of "empty-nesters" poses three major challenges to the existing pension system: living security, daily care services, and spiritual comfort. the
老年人健康问题成为当今社会最受关注的问题之一。然而由于老人机能退化,容易受到末梢神经病、晕眩或内耳疾病、视觉或肌肉力量减弱等因素的干扰,跌倒成为了老人健康受到伤害的最主要的原因。老人跌倒后得不到及时的救助是危及他们生命安全的主要原因。 The health of the elderly has become one of the most concerned issues in today's society. However, due to functional degeneration of the elderly, they are easily disturbed by factors such as peripheral neuropathy, dizziness or inner ear disease, weakened vision or muscle strength, and falls have become the most important reason for the health of the elderly to be harmed. Failure to receive timely assistance after the elderly fall is the main reason for endangering their lives. the
近年来,可穿戴设备逐渐进入大众视野,并成为新的发展趋势。可穿戴技术是主要探索和创造能直接穿在身上、或是整合进用户的衣服或配件的设备的科学技术。例如Google Project Glass,具有和智能手机一样的功能,可以通过声音控制拍照,视频通话和辨明方向以及上网冲浪、处理文字信息和电子邮件等,功能强大且方便携带。对于老年人而言,拐杖是他们随身携带的一种设备,因此可以利用拐杖的便携优势,开发具有多种功能的拐杖来实现对老人所在位置的实时监控,便于家人、医护人员及时确定老人所在位置,做出相应的决策。现有技术的缺点主要为对老人身体健康监测方面做的不够到位,缺少对老人血压和心率的监测,其实这是老人健康安全面临的最大挑战;不能满足智能远程监护老人的健康状态并及时发送救助短信要求;同时基于穿戴式的跌倒检测给老人的行动带了极大不便,大大干扰了老人的正常生活。 In recent years, wearable devices have gradually entered the public eye and become a new development trend. Wearable technology is the science and technology that mainly explores and creates devices that can be worn directly on the body, or integrated into the user's clothing or accessories. For example, Google Project Glass has the same functions as a smartphone. It can be controlled by voice to take pictures, make video calls and identify directions, surf the Internet, process text messages and emails, etc. It is powerful and easy to carry. For the elderly, crutches are a kind of equipment they carry with them. Therefore, we can take advantage of the portability of crutches to develop crutches with multiple functions to realize real-time monitoring of the location of the elderly, which is convenient for family members and medical staff to determine the location of the elderly in time. position and make appropriate decisions. The shortcomings of the existing technology are mainly that the monitoring of the health of the elderly is not in place, and the monitoring of the blood pressure and heart rate of the elderly is lacking. In fact, this is the biggest challenge for the health and safety of the elderly; Rescue text messages are required; at the same time, the wearable-based fall detection brings great inconvenience to the elderly's actions and greatly interferes with the normal life of the elderly. the
目前,针对拐杖已经做出多方面的研究。比如,一种智能拐杖(CN 103126217 A),该拐杖底端带有防滑头,上部装有一根挂带,通过挂带可以将拐杖挂在肩上,随时松开双手办理其他事情,使用更加方便。导向拐杖(CN 102907831 A),包括拐杖杆、拐杖把手和拐杖头,在拐杖把手上镶入设置有指南针,拐杖头上设置按摩小磁石,为老人或者残疾人使用提供按摩和导向作用。以上为纯机械式拐杖,仅对拐杖主体稍加改进,以令使用拐杖的老人或者残疾人更加安全,便利。 At present, many studies have been done on crutches. For example, a smart crutch (CN 103126217 A) has a non-slip head at the bottom and a lanyard on the upper part. The crutch can be hung on the shoulder through the lanyard, so that you can let go of your hands at any time to do other things, which is more convenient to use . The guide crutch (CN 102907831 A) includes a crutch rod, a crutch handle and a crutch head. A compass is embedded in the crutch handle, and a small massage magnet is set on the crutch head to provide massage and guidance for the elderly or disabled. The above is a purely mechanical crutch, and only slightly improves the main body of the crutch to make it safer and more convenient for the elderly or disabled people who use the crutch. the
另外,随着技术的发展,对于拐杖的改进研究已经不局限于结构上的优化,多功能拐杖的发明也越来越多。多功能拐杖(CN 203058593 U),将拐杖和微型收音机、定位仪和手电筒相结合,实现的一种多功能拐杖,可以使老人随时听广播,满足其娱乐需求,而且能够根据定位仪定位,实现智能化,使得家人随时知道老人所处位置,手电筒的使用也保证了老人在光线较暗时行动的安全。一种智能拐杖(CN 103462315 A),其在拐杖本体上设有电源装置,水平传感器模块,警报器,RFID标签,中央处理器。通过水平传感器采集拐杖信息,判断老人是否摔倒;老人摔倒后,报警模块发出警报;通过设置RFID标签,配合分布式阅读器,可以实现对老人的定位。 In addition, with the development of technology, research on the improvement of crutches is no longer limited to structural optimization, and more and more inventions of multifunctional crutches have been made. Multifunctional crutch (CN 203058593 U), a multifunctional crutch realized by combining the crutch with a miniature radio, locator and flashlight, can enable the elderly to listen to the radio at any time to meet their entertainment needs, and can be positioned according to the locator to realize Intelligent, so that family members know where the elderly are at any time, and the use of flashlights also ensures the safety of the elderly when the light is dark. An intelligent crutch (CN 103462315 A), which is equipped with a power supply device, a level sensor module, an alarm, an RFID tag, and a central processing unit on the crutch body. The crutch information is collected by the horizontal sensor to determine whether the elderly has fallen; after the elderly falls, the alarm module sends out an alarm; by setting RFID tags and cooperating with distributed readers, the positioning of the elderly can be realized. the
然而,对于拐杖的改进,通常是为了老年人使用更加便捷加入夜光或者手电筒功能,或者为了老年人的娱乐加入MP3、收音机等等。但是,其仅仅利用拐杖便携式的优点,对于老人的健康方面监护较少,因此,设计一款适合于老人使用的健康方面监护的拐杖尤为必要。 However, the improvement of crutches is usually to add luminous or flashlight functions for the convenience of the elderly, or to add MP3, radio, etc. for the entertainment of the elderly. However, it only utilizes the portable advantages of crutches, and there is less health monitoring for the elderly. Therefore, it is particularly necessary to design a crutch that is suitable for the health monitoring of the elderly. the
发明内容 Contents of the invention
本发明所要解决的技术问题是提供一种有助于健康方面监护的拐杖及其实现方法。 The technical problem to be solved by the present invention is to provide a crutch that is helpful for health monitoring and its realization method. the
本发明的技术方案如下:一种智能拐杖,其具有手柄、杖身与底座,其中,所述杖身设置蓄电池及报警模块,所述蓄电池连接所述报警模块,用于为其供电;所述手柄设置报警按键,所述报警按键连接所述报警模块,用于在按压时控制所述报警模块进行报警。 The technical solution of the present invention is as follows: an intelligent crutch, which has a handle, a cane body and a base, wherein the cane body is provided with a battery and an alarm module, and the battery is connected to the alarm module for powering it; The handle is provided with an alarm button, and the alarm button is connected to the alarm module for controlling the alarm module to give an alarm when pressed. the
例如,所述报警模块设置声音输出单元,用于在按压报警按键后,所述报警模块通过所述声音输出单元发出报警音;优选的,所述报警模块设置无线通讯单元,用于通过无线传输方式,发送远程报警信号。 For example, the alarm module is provided with a sound output unit, for after pressing the alarm button, the alarm module sends out an alarm sound through the sound output unit; preferably, the alarm module is provided with a wireless communication unit for wireless transmission way, send remote alarm signal. the
例如,所述报警按键设置自动报警单元、手动报警单元以及取消报警单元;所述手柄设置总开关,其连接所述蓄电池,用于控制所述蓄电池的供电。 For example, the alarm button is provided with an automatic alarm unit, a manual alarm unit, and a cancel alarm unit; the handle is provided with a master switch connected to the battery for controlling the power supply of the battery. the
例如,还设置与所述报警模块连接的跌倒监测模块,用于判断所述拐杖处于异常状态时,例如在用户跌倒时,通过所述自动报警单元自动发送报警信号;例如,所述跌倒监测模块设置与所述自动报警单元连接的加速度传感器,用于判断所述拐杖处于异常状态时,通过所述自动报警单元自动发送报警信号;从而能够实现跌倒监测功能,通过加速度传感器,采集老人活动时的加速度值,例如采用跌倒检测判断单元,实现无穿戴式的高精度跌倒识别,可大大方便老人的正常生活。优选的,所述加速度传感器设置于所述手柄,这样,由于手柄的位置变化幅度大于杖身的位置变化幅度,使得跌倒监测的效果更好、更有效、更及时。 For example, a fall monitoring module connected to the alarm module is also provided, for judging that the crutch is in an abnormal state, for example, when the user falls, an alarm signal is automatically sent through the automatic alarm unit; for example, the fall monitoring module An acceleration sensor connected to the automatic alarm unit is set, and when it is used to judge that the crutch is in an abnormal state, an alarm signal is automatically sent by the automatic alarm unit; thereby the fall monitoring function can be realized, and the activity of the old man can be collected by the acceleration sensor. The acceleration value, for example, adopts the fall detection and judgment unit to realize non-wearable high-precision fall recognition, which can greatly facilitate the normal life of the elderly. Preferably, the acceleration sensor is arranged on the handle. In this way, since the range of position change of the handle is greater than that of the stick body, the effect of fall monitoring is better, more effective and more timely. the
例如,还设置与所述自动报警单元连接的脉搏波检测器,其用于无创连续测量脉搏波,以实现血压与心率回归计算,在所述拐杖的用户处于异常状态时,通过所述自动报警单元自动发送报警信号;这样,能够帮助有效监控用户的身体状况,及时处理,或者提供及时的护理服务。优选的,所述脉搏波检测器设置于所述手柄,优选的,所述脉搏波检测器设置于所述手柄的预定位置,例如,贴合在虎口处的血管位置;这样,可以更准确地连续测量脉搏波,获得更有效的血压、心率回归计算数据,以便于及时发出报警信号。 For example, a pulse wave detector connected to the automatic alarm unit is also provided, which is used for non-invasive and continuous measurement of pulse waves to realize blood pressure and heart rate regression calculation. When the user of the crutch is in an abnormal state, the automatic alarm The unit automatically sends an alarm signal; in this way, it can help effectively monitor the user's physical condition, deal with it in time, or provide timely nursing services. Preferably, the pulse wave detector is arranged on the handle, preferably, the pulse wave detector is arranged at a predetermined position of the handle, for example, attached to the position of the blood vessel at the tiger's mouth; in this way, it can be more accurately Continuously measure the pulse wave to obtain more effective blood pressure and heart rate regression calculation data, so as to send out alarm signals in time. the
例如,所述脉搏波检测器设置血压与心率监测模块,其用于采用脉搏波压力传感器采集被测试者桡动脉的脉搏波形2-3分钟,然后选取其中N个较平稳的波形,对每一个脉搏波形的数据,采用快速傅里叶变换方法,分解其中的基波和谐波波形,提取基波至K次谐波的频谱特征,例如,频谱特征包括峰值点频率、峰值点幅值、及波形的功率谱等,作为血压模型的输入变量,通过线性回归分析,建立血压回归模型,并且通过参数辨识,得到模型的系数;然后根据所检测脉搏信息与所述血压回归模型,实现血压与心率的监测。 For example, the pulse wave detector is provided with a blood pressure and heart rate monitoring module, which is used to adopt the pulse wave pressure sensor to collect the pulse waveform of the radial artery of the test subject for 2-3 minutes, and then select N relatively stable waveforms, for each For pulse waveform data, the fast Fourier transform method is used to decompose the fundamental and harmonic waveforms, and extract the spectral features from the fundamental to the Kth harmonic. For example, the spectral features include peak point frequency, peak point amplitude, and The power spectrum of the waveform, etc., are used as the input variables of the blood pressure model, and the blood pressure regression model is established through linear regression analysis, and the coefficients of the model are obtained through parameter identification; then, according to the detected pulse information and the blood pressure regression model, the blood pressure and heart rate monitoring. the
优选的,所述报警模块设置声音输出单元,用于在按压报警按键后,所述报警模块通过所述声音输出单元发出报警音;优选的,所述报警模块设置无线通讯单元,用于通过无线传输方式,发送远程报警信号。 Preferably, the alarm module is provided with a sound output unit, which is used to send an alarm sound through the sound output unit after the alarm button is pressed; preferably, the alarm module is provided with a wireless communication unit, which is used to Transmission mode, send remote alarm signal. the
优选的,还设置指示单元,用于指示所述拐杖的工作状态。 Preferably, an indicating unit is also provided for indicating the working state of the crutch. the
优选的,所述指示单元设置电源指示灯,用于指示所述拐杖的蓄电池的工作状态。 Preferably, the indication unit is provided with a power indicator light for indicating the working state of the storage battery of the crutch. the
优选的,所述指示单元设置工作指示灯,用于指示所述拐杖的各功能模块的工作状态。 Preferably, the indication unit is provided with a working indicator light for indicating the working status of each functional module of the crutch. the
优选的,所述指示单元设置报警指示灯,用于指示所述报警模块的工作状态。 Preferably, the indication unit is provided with an alarm indicator light for indicating the working state of the alarm module. the
优选的,所述指示单元设置于所述杖身。 Preferably, the indicating unit is arranged on the body of the stick. the
优选的,所述指示单元设置于所述杖身的上部。 Preferably, the indicating unit is arranged on the upper part of the stick body. the
优选的,所述手柄设置凹凸的按摩纹路。 Preferably, the handle is provided with concave and convex massage lines. the
优选的,还设置GPS定位模块。 Preferably, a GPS positioning module is also provided. the
优选的,所述GPS定位模块设置于所述杖身。 Preferably, the GPS positioning module is arranged on the stick body. the
本发明又一技术方案如下:一种智能拐杖的实现方法,其包括以下步骤:在按压手柄上的报警按键时,控制报警模块进行报警。 Another technical solution of the present invention is as follows: a method for realizing an intelligent crutch, which includes the following steps: when the alarm button on the handle is pressed, the alarm module is controlled to give an alarm. the
优选的,报警时还包括步骤:发出报警音,和/或,发送远程报警信号; Preferably, the alarm also includes the steps of: sending out an alarm sound, and/or, sending a remote alarm signal;
优选的,控制报警模块进行报警还包括步骤:自动报警、手动报警以及取消报警; Preferably, controlling the alarm module to alarm also includes the steps of: automatic alarm, manual alarm and canceling the alarm;
优选的,还包括步骤:开启或者关闭拐杖的报警功能。 Preferably, it also includes the step of: enabling or disabling the alarm function of the crutches.
优选的,还包括步骤:血压与心率监测;其中,无创连续测量脉搏波,例如,采用脉搏波压力传感器采集被测试者桡动脉的脉搏波形2-3分钟,然后选取其中N个较平稳的波形,对每一个脉搏波形的数据,采用快速傅里叶变换方法,分解其中的基波和谐波波形,提取基波至K次谐波的频谱特征,例如,频谱特征包括峰值点频率、峰值点幅值、及波形的功率谱等,作为血压模型的输入变量,通过线性回归分析,建立血压回归模型,并且通过参数辨识,得到模型的系数;然后根据所检测脉搏信息与所述血压回归模型,实现血压与心率的监测。 Preferably, it also includes the step of: blood pressure and heart rate monitoring; wherein, non-invasive continuous measurement of pulse wave, for example, using a pulse wave pressure sensor to collect the pulse waveform of the radial artery of the subject for 2-3 minutes, and then selecting N relatively stable waveforms , for each pulse waveform data, use the fast Fourier transform method to decompose the fundamental and harmonic waveforms, and extract the spectral features from the fundamental to the Kth harmonic. For example, the spectral features include peak point frequency, peak point The amplitude and the power spectrum of the waveform, etc., are used as input variables of the blood pressure model, and the blood pressure regression model is established through linear regression analysis, and the coefficients of the model are obtained through parameter identification; then, according to the detected pulse information and the blood pressure regression model, Realize the monitoring of blood pressure and heart rate. the
优选的,还包括步骤:跌倒监测;判断所述拐杖处于异常状态时,通过所述自动报警单元自动发送报警信号。 Preferably, the method further includes the steps of: monitoring for falls; and automatically sending an alarm signal through the automatic alarm unit when it is judged that the crutch is in an abnormal state. the
优选的,还包括步骤:发送求助短信。 Preferably, it also includes the step of: sending a short message for help. the
优选的,还包括步骤:发送地理位置信息。 Preferably, it also includes the step of: sending geographic location information. the
采用上述方案,本发明通过设置报警模块,当用户发生危险时可以及时报警,以避免一些极端事故的发生,例如,狗攻击老人、摔倒无人扶等,遇到威胁时也可以起到一定的警示作用,具有较大的应用空间,实用性强。 By adopting the above scheme, the present invention can alarm in time when the user is in danger by setting the alarm module, so as to avoid the occurrence of some extreme accidents, such as a dog attacking the elderly, falling down and no one to help, etc., and it can also play a certain role in threats. The warning function has a large application space and strong practicability. the
附图说明 Description of drawings
图1是本发明拐杖一实施例的结构示意图; Fig. 1 is the structural representation of an embodiment of crutches of the present invention;
图2是本发明拐杖一实施例的硬件框架结构设计示意图; Fig. 2 is a schematic diagram of the hardware frame structure design of an embodiment of crutches of the present invention;
图3A是本发明拐杖一实施例的血压回归模型建立示意图; Fig. 3A is a schematic diagram of establishing a blood pressure regression model of an embodiment of the crutches of the present invention;
图3B是本发明拐杖一实施例的硬件框架结构设计示意图; Fig. 3B is a schematic diagram of the hardware frame structure design of an embodiment of the crutches of the present invention;
图4是本发明拐杖一实施例的跌倒监测流程示意图; Fig. 4 is a schematic flow diagram of a fall monitoring process of an embodiment of the crutches of the present invention;
图5是本发明拐杖一实施例的跌倒监测电路示意图; Fig. 5 is a schematic diagram of a fall monitoring circuit of an embodiment of the crutches of the present invention;
图6是本发明拐杖一实施例的远程通信流程示意图; Fig. 6 is a schematic diagram of the remote communication process of an embodiment of the crutches of the present invention;
图7是本发明拐杖一实施例的报警流程示意图; Fig. 7 is a schematic diagram of an alarm process of an embodiment of the crutches of the present invention;
图8是本发明拐杖一实施例的报警电路示意图; Fig. 8 is a schematic diagram of an alarm circuit of an embodiment of the crutch of the present invention;
图9是本发明拐杖一实施例的电源模块电路示意图; Fig. 9 is a schematic circuit diagram of a power module of an embodiment of the crutches of the present invention;
图10是本发明实现方法一实施例的流程示意图。 Fig. 10 is a schematic flowchart of an embodiment of the implementation method of the present invention.
具体实施方式 Detailed ways
为了便于理解本发明,下面结合附图和具体实施例,对本发明进行更详细的说明。本说明书及其附图中给出了本发明的较佳的实施例,但是,本发明可以以许多不同的形式来实现,并不限于本说明书所描述的实施例。相反地,提供这些实施例的目的是使对本发明的公开内容的理解更加透彻全面。 In order to facilitate the understanding of the present invention, the present invention will be described in more detail below in conjunction with the accompanying drawings and specific embodiments. Preferred embodiments of the present invention are given in the description and drawings, but the present invention can be implemented in many different forms and is not limited to the embodiments described in the description. On the contrary, these embodiments are provided to make the understanding of the disclosure of the present invention more thorough and comprehensive. the
需要说明的是,当某一元件固定于另一个元件,包括将该元件直接固定于该另一个元件,或者将该元件通过至少一个居中的其它元件固定于该另一个元件。当一个元件连接另一个元件,包括将该元件直接连接到该另一个元件,或者将该元件通过至少一个居中的其它元件连接到该另一个元件。 It should be noted that when a certain element is fixed to another element, it includes directly fixing the element to the other element, or fixing the element to the other element through at least one other element in the middle. When an element is connected to another element, it includes directly connecting the element to the other element, or connecting the element to the other element through at least one intervening other element. the
本发明的一个例子是,一种智能拐杖,其具有手柄、杖身与底座,优选的,所述底座设置防滑部与减震部,例如,所述防滑部为具有若干摩擦条的橡胶垫;又如,所述减震部包括弹性件及其弹性套,所述弹性件设置于所述弹性套内,用于缓冲减震,提高拐杖的舒适程度。 An example of the present invention is an intelligent crutch, which has a handle, a stick body and a base. Preferably, the base is provided with an anti-slip part and a shock-absorbing part. For example, the anti-slip part is a rubber pad with several friction strips; In another example, the shock-absorbing part includes an elastic member and an elastic sleeve thereof, and the elastic member is disposed in the elastic sleeve for cushioning and shock absorption, and improving the comfort of the crutch. the
本发明的又一个例子是,一种智能拐杖的实现方法,其包括以下步骤:在按压手柄上的报警按键时,控制报警模块进行报警。例如,报警时还包括步骤:发出报警音,和/或,发送远程报警信号;又如,控制报警模块进行报警还包括步骤:自动报警、手动报警以及取消报警;又如,还包括步骤:开启或者关闭拐杖的报警功能。又如,还包括步骤:血压与心率监测;其中,无创连续测量脉搏波,例如,采用脉搏波压力传感器采集被测试者桡动脉的脉搏波形2-3分钟,然后选取其中N个较平稳的波形,对每一个脉搏波形的数据,采用快速傅里叶变换方法,分解其中的基波和谐波波形,提取基波至K次谐波的频谱特征,例如,频谱特征包括峰值点频率、峰值点幅值、及波形的功率谱等,作为血压模型的输入变量,通过线性回归分析,建立血压回归模型,并且通过参数辨识,得到模型的系数;然后根据所检测脉搏信息与所述血压回归模型,实现血压与心率的监测。例如,还包括步骤:跌倒监测;判断所述拐杖处于异常状态时,通过所述自动报警单元自动发送报警信号。又如,还包括步骤:发送求助短信。又如,还包括步骤:发送地理位置信息。 Yet another example of the present invention is a method for implementing a smart crutch, which includes the following steps: when pressing the alarm button on the handle, the alarm module is controlled to give an alarm. For example, the alarm also includes the steps of: sending an alarm sound, and/or, sending a remote alarm signal; another example, controlling the alarm module to alarm also includes the steps of: automatic alarm, manual alarm and canceling the alarm; another example, also includes the step of: opening Or turn off the alarm function of the crutches. For another example, it also includes the steps of: blood pressure and heart rate monitoring; wherein, non-invasive continuous measurement of pulse wave, for example, using a pulse wave pressure sensor to collect the pulse waveform of the radial artery of the subject for 2-3 minutes, and then selecting N relatively stable waveforms , for each pulse waveform data, use the fast Fourier transform method to decompose the fundamental and harmonic waveforms, and extract the spectral features from the fundamental to the Kth harmonic. For example, the spectral features include peak point frequency, peak point The amplitude and the power spectrum of the waveform, etc., are used as input variables of the blood pressure model, and the blood pressure regression model is established through linear regression analysis, and the coefficients of the model are obtained through parameter identification; then, according to the detected pulse information and the blood pressure regression model, Realize the monitoring of blood pressure and heart rate. For example, the method further includes the steps of: monitoring for falling; and automatically sending an alarm signal through the automatic alarm unit when it is judged that the crutch is in an abnormal state. For another example, the method further includes the step of: sending a short message for help. In another example, the method further includes the step of: sending the geographic location information. the
其中,所述杖身设置蓄电池及报警模块,所述蓄电池连接所述报警模块,用于为其供电;所述手柄设置报警按键,所述报警按键连接所述报警模块,用于在按压时控制所述报警模块进行报警。这样,当发生特殊状况时,或者处于异常状态时,用户只需要按压报警按键,即可控制所述报警模块进行报警。使用非常方便。例如,所述报警模块设置声音输出单元,用于在按压报警按键后,所述报警模块通过所述声音输出单元发出报警音,例如“救命”、“帮帮我”、“Help”等;优选的,所述报警模块设置无线通讯单元,用于通过无线传输方式,发送远程报警信号,例如,所述无线通讯单元,用于发送远程报警信号到远方的服务器或者监控设备。优选的,所述无线通讯单元设置短消息发送模块,用于发送短消息到预设置的手机接收方。优选的,所述报警模块设置存储器,用于存储预设置的手机接收方信息。这样,解决了用户的监护人不在身边,老人跌倒后不能及时实施救助的问题;用户通常为老人或者虚弱人士或者需要用拐杖的相关人士。又如,在老人跌倒后,能够及时发出报警信息,并以短信或电话语音的方式远程通知老人的家属或急救中心。例如,短消息发送模块包括GSM远程短信通知装置,采用GSM远程短信方式发送短消息。 Wherein, the stick body is provided with a storage battery and an alarm module, and the storage battery is connected to the alarm module for powering it; the handle is provided with an alarm button, and the alarm button is connected to the alarm module for controlling The alarm module issues an alarm. In this way, when a special situation occurs or is in an abnormal state, the user only needs to press the alarm button to control the alarm module to give an alarm. It is very convenient to use. For example, the alarm module is provided with a sound output unit, which is used to send an alarm sound through the sound output unit after the alarm button is pressed, such as "help", "help me", "Help" and so on; preferably Yes, the alarm module is provided with a wireless communication unit for sending remote alarm signals through wireless transmission, for example, the wireless communication unit is used for sending remote alarm signals to remote servers or monitoring equipment. Preferably, the wireless communication unit is provided with a short message sending module for sending short messages to preset mobile phone receivers. Preferably, the alarm module is provided with a memory for storing preset mobile phone receiver information. In this way, the problem that the guardian of the user is not around and the elderly cannot be rescued in time after a fall is solved; the user is usually an elderly or weak person or a related person who needs to use a cane. For another example, after an old man falls, an alarm message can be issued in time, and the family member or emergency center of the old man can be notified remotely by text message or telephone voice. For example, the short message sending module includes a GSM remote short message notification device, which uses the GSM remote short message method to send short messages. the
为了实现对于报警的有效控制,增强用户体验,例如,所述报警按键设置自动报警单元、手动报警单元以及取消报警单元;例如,在按压所述报警按键时,轮流选择自动报警单元、手动报警单元或者取消报警单元;又如,在按压所述报警按键时,由用户选择自动报警单元、手动报警单元或者取消报警单元;这样,可以实现在异常情况下的自动报警或者手动报警,还可以在异常情况消失后,用户自己选择是否取消报警,非常实用。 In order to achieve effective control of the alarm and enhance user experience, for example, the alarm button is provided with an automatic alarm unit, a manual alarm unit and a cancel alarm unit; for example, when the alarm button is pressed, the automatic alarm unit and the manual alarm unit are selected in turn Or cancel the alarm unit; for another example, when pressing the alarm button, the user selects the automatic alarm unit, manual alarm unit or cancels the alarm unit; After the situation disappears, the user can choose whether to cancel the alarm, which is very practical. the
为了合理地进行控制,节约能耗,延长使用时间,所述手柄设置总开关,其连接所述蓄电池,用于控制所述蓄电池的供电。这样,在不使用或者不需要进行报警或者其它控制的情况下,切断供电电路,控制所述蓄电池不再供电,在使用或者需要进行报警时,连通供电电路,控制所述蓄电池供电;例如在家里不用该拐杖的时候,可以关闭总开关,停止供电。 In order to control reasonably, save energy consumption, and prolong the use time, the handle is provided with a master switch, which is connected to the storage battery and is used to control the power supply of the storage battery. In this way, when the power supply circuit is not in use or does not need to be alarmed or otherwise controlled, the power supply circuit is cut off, and the battery is no longer powered; When the crutch is not used, the main switch can be turned off to stop the power supply. the
为了实现跌倒监测,例如,还设置与所述报警模块连接的跌倒监测模块,用于判断所述拐杖处于异常状态时,例如在用户跌倒时,通过所述自动报警单元自动发送报警信号;例如,所述跌倒监测模块设置与所述自动报警单元连接的加速度传感器,用于判断所述拐杖处于异常状态时,例如在用户跌倒时,通过所述自动报警单元自动发送报警信号;从而能够实现跌倒监测功能,通过加速度传感器,采集老人活动时的加速度值,例如采用跌倒检测判断单元,实现无穿戴式的高精度跌倒识别,可大大方便老人的正常生活。优选的,所述加速度传感器设置于所述手柄,这样,由于手柄的位置变化幅度大于杖身的位置变化幅度,使得跌倒监测的效果更好、更有效、更及时。 In order to realize the fall monitoring, for example, a fall monitoring module connected to the alarm module is also provided, for judging that the crutch is in an abnormal state, for example, when the user falls, an alarm signal is automatically sent through the automatic alarm unit; for example, The fall monitoring module is provided with an acceleration sensor connected to the automatic alarm unit for judging that when the crutch is in an abnormal state, for example, when the user falls, an alarm signal is automatically sent through the automatic alarm unit; thereby enabling fall monitoring The function, through the acceleration sensor, collects the acceleration value of the elderly when they are active. For example, the fall detection and judgment unit is used to realize non-wearable high-precision fall recognition, which can greatly facilitate the normal life of the elderly. Preferably, the acceleration sensor is arranged on the handle. In this way, since the range of position change of the handle is greater than that of the stick body, the effect of fall monitoring is better, more effective and more timely. the
例如,还设置与所述自动报警单元连接的脉搏波检测器,其用于无创连续测量脉搏波,例如实现血压、心率回归计算,在所述拐杖的用户处于异常状态时,通过所述自动报警单元自动发送报警信号;这样,能够帮助有效监控用户的身体状况,及时处理,或者提供及时的护理服务,例如,通过对使用者的血压、心率进行实时监测,判断老人的健康指标是否合格。例如,实时检测老人的血压、心率是否正常等。优选的,所述脉搏波检测器设置于所述手柄,优选的,所述脉搏波检测器设置于所述手柄的预定位置,例如,贴合在虎口或者大拇指处的血管位置;这样,可以更准确地连续测量脉搏波,获得更有效的血压、心率回归计算数据,以便于及时发出报警信号。例如,所述脉搏波检测器设置血压与心率监测模块,其用于采用脉搏波压力传感器采集被测试者桡动脉的脉搏波形2-3分钟,然后选取其中N个较平稳的波形,对每一个脉搏波形的数据,采用快速傅里叶变换方法,分解其中的基波和谐波波形,提取基波至K次谐波的频谱特征,例如,频谱特征包括峰值点频率、峰值点幅值、及波形的功率谱等,作为血压模型的输入变量,通过线性回归分析,建立血压回归模型,并且通过参数辨识,得到模型的系数;然后根据所检测脉搏信息与所述血压回归模型,实现血压与心率的监测。 For example, a pulse wave detector connected to the automatic alarm unit is also provided, which is used for non-invasive continuous measurement of pulse waves, such as realizing blood pressure and heart rate regression calculation. When the user of the crutch is in an abnormal state, the automatic alarm The unit automatically sends an alarm signal; in this way, it can help to effectively monitor the user's physical condition, deal with it in time, or provide timely nursing services. For example, through real-time monitoring of the user's blood pressure and heart rate, it can be judged whether the health indicators of the elderly are qualified. For example, real-time detection of the blood pressure and heart rate of the elderly is normal. Preferably, the pulse wave detector is arranged on the handle, preferably, the pulse wave detector is arranged at a predetermined position of the handle, for example, attached to the position of the blood vessel at the mouth of the tiger or the thumb; in this way, it can More accurate and continuous pulse wave measurement, more effective blood pressure and heart rate regression calculation data, so as to send out alarm signals in time. For example, the pulse wave detector is provided with a blood pressure and heart rate monitoring module, which is used to adopt the pulse wave pressure sensor to collect the pulse waveform of the radial artery of the test subject for 2-3 minutes, and then select N relatively stable waveforms, for each For pulse waveform data, the fast Fourier transform method is used to decompose the fundamental and harmonic waveforms, and extract the spectral features from the fundamental to the Kth harmonic. For example, the spectral features include peak point frequency, peak point amplitude, and The power spectrum of the waveform, etc., are used as the input variables of the blood pressure model, and the blood pressure regression model is established through linear regression analysis, and the coefficients of the model are obtained through parameter identification; then, according to the detected pulse information and the blood pressure regression model, the blood pressure and heart rate monitoring. the
为了使得用户能够清楚该拐杖的工作状态,优选的,还设置指示单元,用于指示所述拐杖的工作状态。优选的,所述指示单元设置电源指示灯,用于指示所述拐杖的蓄电池的工作状态。优选的,所述指示单元设置工作指示灯,用于指示所述拐杖的各功能模块的工作状态。优选的,所述指示单元设置报警指示灯,用于指示所述报警模块的工作状态。这样,用户可以清楚地知道其拐杖工作是否正常。各功能模块包括上述或者下述实现各种功能的模块,包括自动报警单元、报警模块、GPS定位模块等。例如,所述指示单元设置于所述手柄;优选的,所述指示单元设置于所述杖身。优选的,所述指示单元设置于所述杖身的上部。这样,可以便于用户自行观察该拐杖的工作状态。 In order to enable the user to know the working state of the crutch, preferably, an indicating unit is further provided for indicating the working state of the crutch. Preferably, the indication unit is provided with a power indicator light for indicating the working state of the storage battery of the crutch. Preferably, the indication unit is provided with a working indicator light for indicating the working status of each functional module of the crutch. Preferably, the indication unit is provided with an alarm indicator light for indicating the working state of the alarm module. This way, the user can clearly know if his crutch is working properly. Each functional module includes the above-mentioned or following modules to realize various functions, including an automatic alarm unit, an alarm module, a GPS positioning module, and the like. For example, the indicating unit is arranged on the handle; preferably, the indicating unit is arranged on the stick body. Preferably, the indicating unit is arranged on the upper part of the stick body. In this way, it is convenient for the user to observe the working state of the crutch by himself. the
为了便于稳固把持该拐杖,优选的,所述手柄设置凹凸的按摩纹路。这样,一方面可以更稳妥地握住该拐杖,另一方面可以在用户使用时,产生一定的按摩作用,使得用户且行且健身。 In order to hold the crutch stably, preferably, the handle is provided with concave and convex massage lines. In this way, on the one hand, the crutch can be held more securely, and on the other hand, when the user uses it, a certain massage effect can be generated, so that the user can walk and keep fit. the
优选的,还设置GPS定位模块。优选的,所述GPS定位模块设置于所述杖身。例如,根据对老人的GPS定位跟踪,通过短信或者图片、地图标记等方式,把老人跌倒的地理位置信息及时传送给老人家属或急救中心,方便实施快速救助。又如,配合报警模块、无线通讯单元、加速度传感器、和/或脉搏波检测器等,可以实现综合的智能健康管理功能;这样,在老人跌倒后,能够及时发出报警信息,并以短信或电话语音的方式远程通知老人的家属或急救中心。为了节约能耗,延长充电后的使用周期,优选的,所述GPS定位模块连接所述报警模块并由其控制所述GPS定位模块的开启,例如,所述报警模块进行报警时,开启所述GPS定位模块,根据对老人的GPS定位跟踪,通过短信或者图片、地图标记等方式,把老人跌倒的地理位置信息及时传送给老人家属或急救中心等。优选的,为了节约能耗,优选的,在发送地理位置信息后,关闭所述GPS定位模块。 Preferably, a GPS positioning module is also provided. Preferably, the GPS positioning module is arranged on the stick body. For example, according to the GPS positioning and tracking of the elderly, the geographical location information of the elderly's fall can be transmitted to the elderly's family members or emergency centers in time through text messages, pictures, map marks, etc., so as to facilitate rapid rescue. As another example, with an alarm module, a wireless communication unit, an acceleration sensor, and/or a pulse wave detector, etc., a comprehensive intelligent health management function can be realized; The elderly's family members or emergency center can be notified remotely by voice. In order to save energy consumption and prolong the service life after charging, preferably, the GPS positioning module is connected to the alarm module to control the opening of the GPS positioning module, for example, when the alarm module issues an alarm, the The GPS positioning module, according to the GPS positioning and tracking of the elderly, transmits the geographical location information of the elderly's fall to the elderly's family members or emergency centers in time through text messages, pictures, map marks, etc. Preferably, in order to save energy consumption, preferably, after sending the geographic location information, the GPS positioning module is turned off. the
优选的,所述杖身还设置与所述蓄电池连接的收音模块,用于通过短波、中波或者WIFI方式收音并播放,从而可以获得收音效果,非常实用,还能实现丰富精神文明享受,以免用户无聊。例如,经试制,已经造出了试用款拐杖,可以随时监测心电信息,通过小区WIFI无线传输方式保证心电信号的正常传入医生的监护病例资料,简单的病例分析功能。另外,拐杖还集成了摔倒检测算法和GPS定位模块,例如采用跌倒检测判断单元,实现摔倒检测算法,一旦老人心电出现问题或者摔倒,可以蜂鸣器报警和短信通知其位置。为了满足老人娱乐需求,还可以通过WIFI接收曲艺节目,供老人收听戏曲等。这样,在为老人提供基本的物理支撑外,同时具有对老人的血压和心率实现连续测量,能够对老人的血压和心率进行实时监测。针对老人容易跌倒的问题,通过安装在拐杖上的加速度传感器实现老人跌倒与否的检测,可以及时准确判断出老人的正常行为和意外跌倒。利用GPS定位跟踪和GSM远程短信通知功能,可以将跌倒老人的位置信息或老人健康状态的异常情况以短信或语音留言方式及时发送给老人的家属和急救中心,缩短老人跌倒后的救助时间。实现对老人的身体健康状态进行及时的预防和救助功能。 Preferably, the rod body is also provided with a radio module connected to the battery, which is used to receive and play the radio through short-wave, medium-wave or WIFI, so that the radio effect can be obtained, it is very practical, and it can also achieve rich spiritual and civilized enjoyment, so as not to Users are bored. For example, after trial production, a trial crutch has been produced, which can monitor ECG information at any time, and ensure that the ECG signal is normally transmitted to the doctor's monitoring case data through the WIFI wireless transmission mode of the community, and has a simple case analysis function. In addition, the crutch also integrates a fall detection algorithm and a GPS positioning module. For example, a fall detection and judgment unit is used to realize a fall detection algorithm. Once an elderly person has a problem with the ECG or falls, a buzzer alarm and a text message can be used to notify his location. In order to meet the entertainment needs of the elderly, folk art programs can also be received through WIFI for the elderly to listen to operas, etc. In this way, in addition to providing basic physical support for the elderly, it can also continuously measure the blood pressure and heart rate of the elderly, and can monitor the blood pressure and heart rate of the elderly in real time. In view of the problem that the elderly are prone to falls, the acceleration sensor installed on the crutches can detect whether the elderly have fallen or not, and can timely and accurately judge the normal behavior of the elderly and accidental falls. Using GPS positioning tracking and GSM remote SMS notification function, the location information of the fallen elderly or the abnormal condition of the elderly's health status can be sent to the elderly's family members and emergency centers in time by SMS or voice message, shortening the rescue time of the elderly after the fall. Realize the function of timely prevention and rescue of the health status of the elderly. the
本发明在提高拐杖基本的支撑功能时,重点对老人的身体健康状态进行实时监测;同时,针对困扰绝大多数独居老人的跌倒后救助不及时的问题,提出监测加速度来判断老人是否发生跌倒。为了缩短救助时间,本发明还引入GSM远程短信通知装置,可以实现老人家属或急救中心了解老人最新的健康状态。最后本发明的推广还有助于促进老年人培养定期检查身体的好习惯。真正做到对老人健康状态的监护和关心,为切实提高独居老人的健康安全水平提供一条可行的技术途径。 When improving the basic support function of the crutches, the present invention focuses on real-time monitoring of the health status of the elderly; at the same time, to solve the problem of untimely rescue after a fall that plagues most elderly people living alone, it proposes monitoring acceleration to judge whether the elderly have fallen. In order to shorten the rescue time, the present invention also introduces a GSM remote short message notification device, which can realize the family members of the elderly or the emergency center to understand the latest health status of the elderly. Finally, the popularization of the present invention also helps to promote the good habit of the elderly to develop regular physical examinations. It truly monitors and cares about the health status of the elderly, and provides a feasible technical approach for effectively improving the health and safety level of the elderly living alone. the
例如,一种智能的拐杖如图1所示,包括以下部件。 For example, an intelligent crutch is shown in Figure 1, which includes the following components. the
总开关101,实现拐杖内部所有组成部分的电源开通与关断。 The main switch 101 realizes the power on and off of all components inside the crutch. the
设置按键102,主要由“系统自检”、“手动报警”及“取消报警”等按键组成。可以完成拐杖的上电检查,认为手动报警,及时取消误报警等功能。增加了拐杖的实用性和可靠性。 The setting button 102 is mainly composed of buttons such as "system self-test", "manual alarm" and "cancel alarm". It can complete the power-on inspection of crutches, consider manual alarms, and cancel false alarms in time. Increased practicality and reliability of crutches. the
液晶显示103,主要用于显示血压与心率监测结果、跌倒监测结果等,方便使用者查阅核实监测结果在,增强实用性和可操作性。 The liquid crystal display 103 is mainly used to display blood pressure and heart rate monitoring results, fall monitoring results, etc., which is convenient for users to check and verify the monitoring results, and enhances practicability and operability. the
指示灯104,主要有电源指示灯、工作指示灯和报警指示灯等组成,在拐杖充电、正常工作和报警时都对应有不同的提示信号,可方便查看拐杖的工作状况,同时提高了拐杖的警示作用。 The indicator light 104 mainly consists of a power indicator light, a work indicator light and an alarm indicator light. There are different prompting signals when the crutches are charged, in normal operation and when they give an alarm. warning effect. the
手柄105,依照人体工学设计,增加按摩纹路,使用非常舒适,可以起到按摩老人手掌的功效。 The handle 105 is ergonomically designed with added massage lines, which is very comfortable to use and can massage the palms of the elderly. the
GPS定位模块106,利用GPS全天候定位功能,实现跌倒者的地理位置定位,为老人的家属或救助中心提供可靠的救助指示,提高救助成功率。 The GPS positioning module 106 utilizes the GPS all-weather positioning function to realize the geographical location of the fallen person, provide reliable rescue instructions for the family members of the elderly or rescue centers, and improve the success rate of rescue. the
GSM收发模块107,根据健康状态监测的结果和获取的GPS位置信息,以短信或语音提示的方式,远程向老人家属或急救中心及时汇报老人健康状态的异常信息。为独居老人建立一道人生安全防护屏障。 The GSM transceiver module 107, according to the results of the health status monitoring and the acquired GPS location information, remotely reports the abnormal information of the elderly's health status to the elderly's family members or the emergency center in a timely manner in the form of SMS or voice prompts. Establish a life safety protection barrier for the elderly living alone. the
跌倒监测模块108,通过加速度传感器实现老人跌倒时的加速度异常监测判断,完成对老人跌倒行为的识别,根据判断结果,可以及时的发出救助信息。 The fall monitoring module 108 realizes the abnormal acceleration monitoring and judgment when the old man falls through the acceleration sensor, completes the recognition of the old man's fall behavior, and can send rescue information in time according to the judgment result. the
血压、心率监测模块109,通过监测老人桡动脉出的脉搏波,建立血压回归方程。在后期使用中,将监测结果回带入血压回归方程,可以快速得到老人的血压、心率实时监测结果,实现老人健康状态的方便监测。 The blood pressure and heart rate monitoring module 109 establishes a blood pressure regression equation by monitoring the pulse wave from the radial artery of the elderly. In the later use, the monitoring results are brought back into the blood pressure regression equation, and the real-time monitoring results of the blood pressure and heart rate of the elderly can be quickly obtained, and the health status of the elderly can be monitored conveniently. the
含存储单元的MCU模块110,是整个系统实现的中央处理单元,并包含一定了内部存储单元。内部存储单元可以存放老人的近期身体检查报告和跌倒指标预设值,通过监测值和阈值之间的对比判断,可实现老人健康状态的快速判断。 The MCU module 110 including the storage unit is the central processing unit realized by the whole system, and includes a certain internal storage unit. The internal storage unit can store the recent physical examination report of the elderly and the preset value of the fall index. Through the comparison and judgment between the monitoring value and the threshold value, the rapid judgment of the health status of the elderly can be realized. the
电源模块111,整个系统由内置可充电电池供电。 Power module 111, the whole system is powered by a built-in rechargeable battery. the
底座112,经特殊设计,有防滑和减震功能,减少老人行进中对信号检测的干扰。 The base 112 is specially designed to have anti-slip and shock-absorbing functions, reducing interference to signal detection by the elderly while walking. the
智能的拐杖的硬件框架结构设计如图2所示,主要包括心率与血压检测模块、摔倒检测模块、GPS定位模块、GSM远程通知模块、显示模块、电源和按键设置模块等,实现对血压、心率的实时检测和老人跌倒时的加速度变化检测,利用GPS和GSM结合,实现老人健康状态信息的早预防,并在老人发生生命危险时及时定位老人的位置信息,实现对老人的快速救助。 The hardware framework design of intelligent crutches is shown in Figure 2, mainly including heart rate and blood pressure detection module, fall detection module, GPS positioning module, GSM remote notification module, display module, power supply and button setting module, etc., to realize blood pressure, The real-time detection of heart rate and acceleration change detection when the elderly fall, combined with GPS and GSM, realizes the early prevention of the health status information of the elderly, and timely locates the location information of the elderly when the elderly's life is in danger, so as to realize the rapid rescue of the elderly. the
下面举例说明血压与心率监测模块的设计,建立血压回归模型如图3A所示,采集脉搏波信号,进行FFT变换,然后提取波形频域特征,作线形回归分析,然后建立血压模型,即血压回归模型;基于脉搏波的血压监测如图3B所示,采集脉搏波信号,进行FFT变换,然后提取波形频域特征,将其输入到血压回归模型,得到舒展压(即舒张压)和收缩压得回归值;然后判断是否超出血压正常范围,否则继续采集脉搏波信号,是则进行报警,例如通过指示灯及语音提示进行报警,开启GPS定位功能,并发送GSM远程监护通知,例如,通过短信及语音提示发送GSM远程监护通知。其中,血压与心率监测模块主要是实现老人血压和心率的监测,根据监测值和阈值比较,若超出正常波动范围及时发出报警信息。达到对老人的血压、心率的实时监测。 The following example illustrates the design of the blood pressure and heart rate monitoring module, establishes a blood pressure regression model as shown in Figure 3A, collects the pulse wave signal, performs FFT transformation, then extracts the waveform frequency domain features, performs linear regression analysis, and then establishes a blood pressure model, that is, blood pressure regression Model; blood pressure monitoring based on pulse wave is shown in Figure 3B, the pulse wave signal is collected, FFT transformation is performed, and then the frequency domain features of the waveform are extracted, which are input into the blood pressure regression model to obtain diastolic pressure (ie, diastolic pressure) and systolic blood pressure. Then judge whether it exceeds the normal range of blood pressure, otherwise continue to collect pulse wave signals, and if so, alarm, for example, alarm through indicator light and voice prompt, turn on GPS positioning function, and send GSM remote monitoring notification, for example, through SMS and Voice prompt to send GSM remote monitoring notification. Among them, the blood pressure and heart rate monitoring module is mainly to monitor the blood pressure and heart rate of the elderly. According to the comparison between the monitored value and the threshold, if it exceeds the normal fluctuation range, it will send an alarm message in time. To achieve real-time monitoring of blood pressure and heart rate of the elderly. the
例如,首先利用脉搏波压力传感器,采集被测试者桡动脉的脉搏波形,2-3分钟。选取其中N个较平稳的波形。对每一个脉搏波数据,利用快速傅里叶变换方法,分解出波形中的基波和谐波波形,提取基波至K次谐波的峰值点频率、峰值点幅值、及波形的功率谱等频谱特征,作为血压模型的输入变量,通过线性回归分析,建立血压回归模型,通过参数辨识,得到模型的系数。根据所检测脉搏信息,可以很容易导出被测试者的心率。当再次使用拐杖时,只须使用者和脉搏波传感器接触良好,采集数据桡动脉处的脉搏波数据,利用回归模型,即可得到拐杖使用这的此时的血压值。通过显示屏,可以很方便的显示被测试者血压的高压值和低压值,使用者可以很方便查看自己的血压值和心率值。优选的,血压与心率监测模块还设置中央处理单元,用于控制采集脉搏波信号,进行FFT变换,然后提取波形频域特征,作线形回归分析,然后建立血压模型;以及用于控制采集脉搏波信号,进行FFT变换,然后提取波形频域特征,将其输入到血压回归模型,得到舒张压和收缩压得回归值;然后判断是否超出血压正常范围等;还用于比较当前值和历史血压值的功能,如超出正常血压的波动范围或心率的正常范围,则拐杖会自动语音提示老人注意血压高出预警值,同时通过GSM模块向老人的家属或医疗中心发送老人的血压值的最新监测动态,方便及时采取合理的防范措施。 For example, first use the pulse wave pressure sensor to collect the pulse waveform of the radial artery of the subject for 2-3 minutes. Select N of the more stable waveforms. For each pulse wave data, use the fast Fourier transform method to decompose the fundamental and harmonic waveforms in the waveform, and extract the peak point frequency, peak point amplitude, and waveform power spectrum from the fundamental wave to the Kth harmonic The spectral characteristics are used as the input variables of the blood pressure model, and the blood pressure regression model is established through linear regression analysis, and the coefficients of the model are obtained through parameter identification. According to the detected pulse information, the heart rate of the subject can be easily derived. When crutches are used again, the user only needs to have good contact with the pulse wave sensor, collect pulse wave data at the radial artery, and use the regression model to obtain the blood pressure value at the time when the crutches are used. Through the display screen, the high pressure value and low pressure value of the blood pressure of the testee can be easily displayed, and the user can easily check his own blood pressure value and heart rate value. Preferably, the blood pressure and heart rate monitoring module is also provided with a central processing unit, which is used to control the acquisition of pulse wave signals, perform FFT transformation, then extract waveform frequency domain features, perform linear regression analysis, and then establish a blood pressure model; and is used to control acquisition of pulse wave signals Signal, perform FFT transformation, then extract the waveform frequency domain features, input it into the blood pressure regression model, get the regression value of diastolic blood pressure and systolic blood pressure; then judge whether it exceeds the normal range of blood pressure, etc.; it is also used to compare the current value and historical blood pressure value If it exceeds the fluctuation range of normal blood pressure or the normal range of heart rate, the crutches will automatically prompt the elderly to pay attention to the high blood pressure warning value, and at the same time send the latest monitoring status of the elderly's blood pressure to the elderly's family members or medical center through the GSM module , to facilitate the timely adoption of reasonable preventive measures. the
下面举例说明跌倒监测模块设计,其中,跌倒监测流程如图4所示,进行加速度值采集,将加速度的当前值和阈值进行比较,判断当前值是否大于等于阈值,否则继续进行加速度值采集,是则进行延时,做倾向分析,判断是否偏离正常,即是否发生异常状况,否则继续进行加速度值采集,是则认为用户跌倒,进行跌倒报警,然后复位,继续进行加速度值采集。需要说明的是,跌倒被认为一种非自主性或无法控制的摔倒行为。由于老年人的身体机能下降,身体的柔软度会变差。当身体不自主的失去平衡时,无法控制身体向某个方向的倾斜,即发生跌倒。在跌倒的瞬间,比正常动作的时间要短很多,倾斜致使身体产生的瞬间移动,会使身体产生一定的加速度值。因此,依据跌倒时产生的加速度值的大小,和正常起居动作产生加速度值的比较,可以作为判断老年人跌倒的重要依据。 The following is an example to illustrate the design of the fall monitoring module. Among them, the fall monitoring process is shown in Figure 4. The acceleration value is collected, the current value of the acceleration is compared with the threshold value, and it is judged whether the current value is greater than or equal to the threshold value. Otherwise, the acceleration value collection is continued. Delay time, do tendency analysis, judge whether it deviates from normal, that is, whether an abnormal situation occurs, otherwise continue to collect acceleration values, if it is, it will consider that the user has fallen, and will alarm the fall, then reset and continue to collect acceleration values. To clarify, a fall is considered an involuntary or uncontrolled fall. As the physical function of the elderly declines, the flexibility of the body will deteriorate. When the body involuntarily loses balance and cannot control the body to tilt in a certain direction, a fall occurs. At the moment of falling, the time of the normal action is much shorter, and the instantaneous movement of the body caused by the tilt will cause the body to generate a certain acceleration value. Therefore, the comparison between the acceleration value generated when falling and the acceleration value generated by normal daily activities can be used as an important basis for judging the fall of the elderly. the
例如,利用ADXL345 型加速度传感器实时获取人体加速度数据,检测老人活动时加速度的大小,通过和设定阈值的比较,来判断当前加速度值是否超出阈值范围,若无超出,则返回继续监测加速度值的变化。若检测到有加速度值超出正常范围,延时一段时间,通过跌倒算法再次判断是否发生倾斜度超出了正常活动范围。若没有超出正常倾斜范围,则返回继续监测。若超出了正常范围,确定不是干扰信号,则立即发出跌倒报警,直到人为取消报警,重新开始下一次的跌倒监测任务。其中,阈值的设置可采用实验数据或者对应于各用户分别设置和调整,在此不作额外限制。下面再给出一个跌倒监测电路的具体例子,例如,跌倒监测电路如图5所示,其主要包括ADXL345 型加速度传感器。 For example, use the ADXL345 type acceleration sensor to obtain human body acceleration data in real time, detect the acceleration of the elderly when they are active, and judge whether the current acceleration value exceeds the threshold range by comparing with the set threshold value. If not, return to continue monitoring the acceleration value. Variety. If it is detected that an acceleration value exceeds the normal range, it will be delayed for a period of time, and the fall algorithm will be used to judge whether the inclination exceeds the normal range of activities again. If it does not exceed the normal tilt range, return to continue monitoring. If it exceeds the normal range and it is determined that it is not an interference signal, a fall alarm will be issued immediately until the alarm is canceled manually, and the next fall monitoring task will start again. Wherein, the setting of the threshold may adopt experimental data or be set and adjusted correspondingly to each user, and no additional limitation is set here. A specific example of a fall monitoring circuit is given below. For example, the fall monitoring circuit is shown in Figure 5, which mainly includes an ADXL345 acceleration sensor. the
又如,GPS模块和GSM模块的远程通信流程如图6所示,包括以下步骤:开启GPS定位,判断是否收到有效定位信息,否则继续定位以判断是否收到有效定位信息,是则建立GSM网络,通过GSM网络发送定位信息,判断是否发送成功,否则继续发送或者继续判断,是则关闭网络。例如,GPS模块用于通过中继服务器,不断查询跌倒检测设备的通信请求,获取跌倒检测设备发送来的跌倒位置信息,将其转换为地址信息,同时存储为短信允许的方式,方便以短信方式能将老人跌倒的地址信息及时传递给老人家属和急救中心。又如,GSM模块用于当检测到跌倒需要发送报警信息或老人主动按下报警按键时,通过GSM模块,将获取的GPS信息和报警信息发送给老人的家属或急救中心,及时对老人的险情做出救助。最大程度的降低老人的健康损伤。 For another example, the remote communication process of the GPS module and the GSM module is shown in Figure 6, including the following steps: open GPS positioning, determine whether to receive valid positioning information, otherwise continue to locate to determine whether to receive valid positioning information, and then establish GSM Network, send positioning information through the GSM network, judge whether the sending is successful, otherwise continue to send or continue to judge, if yes, close the network. For example, the GPS module is used to continuously query the communication request of the fall detection device through the relay server, obtain the fall location information sent by the fall detection device, convert it into address information, and store it in a way allowed by SMS, which is convenient for sending by SMS. The address information of the fall of the elderly can be transmitted to the family members of the elderly and the emergency center in time. As another example, the GSM module is used to send the alarm information when a fall is detected or the old man actively presses the alarm button. Through the GSM module, the acquired GPS information and alarm information are sent to the family members or the emergency center of the old man, so as to timely respond to the danger of the old man. make a rescue. Minimize the health damage of the elderly. the
下面给出几个现有可用资源,可以实现将系统服务器接收到的报警信息和跌倒者经纬度信息转换成短信消息,发送给老人的家属或急救中心。(a)使用新浪提供的Web-Service接口,不过需要注册新浪短信服务。(b)使用短信猫,使用这种方法需要配备相应的硬件设备。(c)使用中国网建的SMS短信平台,不过也需要注册相应的账号。例如在选择中国网建SMS短信注册一个账号,填写预设的手机号码作为短信接收的指定手机号码。这样老人的监护人或急救中心就可以接收到系统发送的救助短信了。 Several existing available resources are given below, which can convert the alarm information received by the system server and the latitude and longitude information of the fallen person into a short message, and send it to the family members of the elderly or the emergency center. (a) Use the Web-Service interface provided by Sina, but you need to register for Sina SMS service. (b) Use SMS modem, using this method needs to be equipped with corresponding hardware equipment. (c) Use the SMS message platform of China Network Construction, but you also need to register a corresponding account. For example, register an account when selecting China Network Construction SMS text messages, and fill in the preset mobile phone number as the designated mobile phone number for receiving text messages. In this way, the guardian of the elderly or the emergency center can receive the rescue short message sent by the system. the
另外,为了确保老人家属能及时看到短信息,GSM模块还设置了应答功能,当发出去的短信没有得到回复,系统在1分钟之后会继续想预留号码拨打电话,并语音提醒老人的地理位置和健康状态信息。以免不能及时通知到老人的家属和急救中心。 In addition, in order to ensure that the family members of the elderly can see the short messages in time, the GSM module is also equipped with an answering function. When the sent text messages are not answered, the system will continue to call the reserved number after 1 minute, and will remind the elderly of their geographic location. Location and health status information. In order not to notify the family members and emergency center of the elderly in time. the
下面举例说明报警模块设计,报警电路如图8所示,报警流程如图7所示,检测到跌倒时,蜂鸣器响,并进行30秒倒计时,如果发生用户输入,要求取消报警,则取消报警,返回主循环;如果发生用户输入,要求报警,则发布报警信息,返回主循环;如果未发生用户输入,则判断是否30秒结束,否则继续响够30秒,是则发布报警信息,返回主循环。例如,当监测到老人血压、心率异常或跌倒需要出报警时,系统须准确无误的发布报警信息,虚报报警容易造成家人或急救中心的恐慌,同时漏报警则又降低了对老人的防护作用。通过将报警等级划分,设定手动报警和自动报警混合模式。既可以实现老人自救助的手动报警,提高对老人安全的预防能力和缩短救助时间;又可以在老人发生严重事故时系统自动报警功能,真正实现智能监测效能。 The following is an example to illustrate the design of the alarm module. The alarm circuit is shown in Figure 8, and the alarm process is shown in Figure 7. When a fall is detected, the buzzer will sound and a 30-second countdown will be performed. Alarm and return to the main loop; if user input occurs and an alarm is requested, an alarm message is released and the main loop is returned; if no user input occurs, it is judged whether the 30 seconds are over, otherwise the ringing continues for 30 seconds, and the alarm message is released and returned main loop. For example, when an elderly person’s blood pressure, abnormal heart rate, or fall is detected and an alarm needs to be issued, the system must release the alarm information accurately. False alarms can easily cause panic among family members or emergency centers, while missing alarms will reduce the protective effect on the elderly. By dividing the alarm level, set manual alarm and automatic alarm mixed mode. It can not only realize the manual alarm of the elderly's self-rescue, improve the prevention ability of the elderly's safety and shorten the rescue time; but also can automatically alarm the system when the elderly have a serious accident, and truly realize the intelligent monitoring efficiency. the
例如,针对不同等级报警的需要,报警处理分为以下几种处理方式。 For example, according to the needs of different levels of alarms, the alarm processing is divided into the following processing methods. the
(a) 当监测到血压、心率异常或跌倒时,系统启动30秒的倒计时,打开红色报警灯,快速闪速。并打开蜂鸣器,每3秒钟响一次。如果没有接收的任何输入,30秒结束后,系统自动报警,将启动GPS定位功能和GSM短信发送功能,将获取的位置信息转化为地址信息,并通过短信方式,发送到老人的家属或救助中心,及时通知他们老人出现跌倒或血压、心率异常,需要及时救助。 (a) When abnormal blood pressure, heart rate or fall is detected, the system starts a 30-second countdown, turns on the red alarm light, and flashes quickly. And turn on the buzzer, which will ring once every 3 seconds. If there is no input received, the system will automatically alarm after 30 seconds, and will activate the GPS positioning function and GSM SMS sending function, convert the obtained location information into address information, and send it to the family members or rescue centers of the elderly through SMS , Inform them in time that the elderly have a fall or abnormal blood pressure or heart rate, and they need timely assistance. the
(b)进入30秒倒计时后,系统可以响应用户输入。分别有“手动报警”和“取消报警”按键。如果老人意识还清醒,需要快速报警,则可以按下“手动报警”按键,实现上述的自动报警功能。 (b) After entering the 30-second countdown, the system can respond to user input. There are "manual alarm" and "cancel alarm" buttons respectively. If the old man is still conscious and needs to call the police quickly, he can press the "manual alarm" button to realize the above-mentioned automatic alarm function. the
(c)如果此次为虚假报警,老人则可在30秒内按下“取消报警”按键,系统关闭30秒倒计时,取消指示灯警示和蜂鸣器的蜂鸣报警,则不会向老人家属或救助中心发送救助短信,直接返回重新监测状态。 (c) If this is a false alarm, the elderly can press the "Cancel Alarm" button within 30 seconds, the system will shut down the 30-second countdown, cancel the indicator light warning and the beeping alarm of the buzzer, and the elderly's family members will not be notified. Or the rescue center sends a rescue text message and directly returns to the re-monitoring state. the
下面继续举例说明电源模块设计,电源模块的电路图如图9所示,为延长电源的工作时间和系统便于实现,采用可充电电源作为拐杖的系统的供电源。例如,电源电路采用电源芯片LM2576和LM1117作为电源电路的主要部件,用于将24V的直流输入电压变换到直流5V,再变化到直流3.3V,并提供高达1A的输出电流,充分保证系统的电源供应。在微控系统中,电源在开关时引起的电流、电压的变化沿电源线传播,会形成电源噪声对系统产生严重影响。在电源电路设计时,在关键部位配置合理的去耦电容,滤除电源波动在芯片电源引脚引起的电压扰动,减低电路中电流冲击的峰值,可以有效降低电源噪声干扰,对提高整机系统的可靠性,整体性能指标都有十分明显的效果。 The following continues to illustrate the design of the power module. The circuit diagram of the power module is shown in Figure 9. In order to prolong the working time of the power supply and facilitate the implementation of the system, a rechargeable power supply is used as the power supply of the crutch system. For example, the power supply circuit adopts power chips LM2576 and LM1117 as the main components of the power supply circuit, which are used to convert the 24V DC input voltage to DC 5V, and then change to DC 3.3V, and provide an output current up to 1A, fully ensuring the power supply of the system supply. In the micro-control system, the current and voltage changes caused by the switching of the power supply propagate along the power line, which will form power supply noise and have a serious impact on the system. When designing the power circuit, configure reasonable decoupling capacitors in key parts to filter out the voltage disturbance caused by power fluctuations on the chip power pins and reduce the peak current impact in the circuit, which can effectively reduce power supply noise interference and improve the overall system. The reliability and overall performance indicators have very obvious effects. the
同时,接地设计也是提高整机雄可靠性的重要环节。地线容易形成电磁干扰的主要原因在于地线存在阻抗,当电流流经地线时,会在地线上产生电压,从而产生地线环路电流,形成地线的环路干扰。当多个电路共用一段地线时,会形成公共阻抗耦合,从而形成地线噪声。采用数字电路、模拟电路、射频电路三种电路共地后汇总接电源地设计。可以大大减少不同性质电路的相互干扰,从而降低电源的干扰。 At the same time, the grounding design is also an important link to improve the reliability of the whole machine. The main reason why the ground wire is easy to cause electromagnetic interference is that the ground wire has impedance. When the current flows through the ground wire, a voltage will be generated on the ground wire, thereby generating a ground wire loop current and forming a ground wire loop interference. When multiple circuits share a section of ground wire, common impedance coupling will be formed, resulting in ground wire noise. The three circuits of digital circuit, analog circuit and radio frequency circuit are used to share the ground and then collectively connected to the power ground design. Can greatly reduce the mutual interference of different nature circuits, thereby reducing the interference of power supply. the
优选的,还包括液晶显示模块,其分别与所述蓄电池、所述报警模块及其他功能模块连接,用于显示血压、心率监测值,及给出判断结果,如偏高或偏低等;对于跌倒监测结果则显示有跌倒或无跌倒的监测结果。同时,液晶显示内容还包含整个系统工作正常显示、短信发送成功显示、报警显示及系统自检结果等。 Preferably, it also includes a liquid crystal display module, which is respectively connected with the battery, the alarm module and other functional modules for displaying blood pressure and heart rate monitoring values, and giving judgment results, such as high or low; The fall monitoring result shows whether there is a fall or no fall. At the same time, the liquid crystal display also includes the display of the normal operation of the entire system, the display of the successful sending of the short message, the display of the alarm and the result of the system self-inspection. the
又如,拐杖的实现方法的流程图如图10所示,包括系统初始化、血压与心率监测、跌倒监测、求助短信发送以及不同等级的报警、显示等部分。例如,进行系统初始化,判断初始化是否正常,否则发送相应等级的报警信息,是则连接脉搏波传感器,判断传感器连接是否良好,否则发送相应等级的报警信息,是则读取用户脉搏数据,建立脉搏-血压回归模型,即血压回归模型,判断血压是否在正常范围,否则发送救助信息,即求助信息,判断是否有应答,是则发送相应等级的报警信息,否则拨打预设号码和/或给出语音提示,然后发送相应等级的报警信息;判断血压在正常范围时,判断心率是否在正常范围,否则发送救助信息,判断是否有应答,是则发送相应等级的报警信息,否则拨打预设号码和/或给出语音提示,然后发送相应等级的报警信息;判断心率在正常范围时,读取加速度传感器数据,判断是否跌倒,否则返回健康状态监测结果,继续检测脉搏、血压与心率;是则发送救助信息,判断是否有应答,是则发送相应等级的报警信息,否则拨打预设号码和/或给出语音提示,然后发送相应等级的报警信息。其中,相应等级的报警信息,根据实际情况灵活设置,例如蜂鸣音、短消息报警等。 As another example, the flow chart of the implementation method of crutches is shown in Figure 10, including system initialization, blood pressure and heart rate monitoring, fall monitoring, sending help text messages, and different levels of alarms and displays. For example, perform system initialization, judge whether the initialization is normal, otherwise send the corresponding level of alarm information, if yes, connect the pulse wave sensor, judge whether the sensor connection is good, otherwise send the corresponding level of alarm information, if yes, read the user's pulse data, and establish the pulse -Blood pressure regression model, that is, the blood pressure regression model, judges whether the blood pressure is in the normal range, otherwise sends a rescue message, that is, a help message, judges whether there is a response, and sends an alarm message of the corresponding level, otherwise dials the preset number and/or gives Voice prompt, and then send the corresponding level of alarm information; when the blood pressure is in the normal range, determine whether the heart rate is in the normal range, otherwise send rescue information, determine whether there is a response, then send the corresponding level of alarm information, otherwise dial the preset number and /or give a voice prompt, and then send the alarm information of the corresponding level; when the heart rate is judged to be within the normal range, read the acceleration sensor data to judge whether it has fallen, otherwise return the health status monitoring results, and continue to detect pulse, blood pressure and heart rate; if yes, send Rescue information, judge whether there is a response, and if yes, send the alarm information of the corresponding level, otherwise dial the preset number and/or give a voice prompt, and then send the alarm information of the corresponding level. Among them, the alarm information of the corresponding level can be flexibly set according to the actual situation, such as buzzer sound, short message alarm and so on. the
又如,系统开启时,首先进行系统初始化,确保各系统各部分都能正常工作,如电源充足、传感器接触良好等。其次,老人或其他使用者将脉搏波传感器与手腕桡动脉处连接,根据之前已经建立好的血压回归模型,即可测试使用者的血压和心率值。通过和老人身体健康状况对应的各指标阈值比较,可以判断出监测结果是否超出正常范围。再次,对加速度传感器的监测值和老人正常行为活动的加速度比较,判断老人的当前活动是否发生跌倒。跌倒即发出报警信息。 For another example, when the system is turned on, the system is initialized first to ensure that all parts of the system can work normally, such as sufficient power supply and good sensor contact. Secondly, the elderly or other users connect the pulse wave sensor to the radial artery of the wrist, and according to the previously established blood pressure regression model, the user's blood pressure and heart rate can be tested. By comparing with the thresholds of various indicators corresponding to the health status of the elderly, it can be judged whether the monitoring results exceed the normal range. Thirdly, compare the monitoring value of the acceleration sensor with the acceleration of the old man’s normal behavior to judge whether the old man’s current activity has fallen. If it falls, it will send out an alarm message. the
例如,对于上述不同等级和/或不同过程的报警信息,按等级分指示灯报警、指示灯和蜂鸣器双从报警及发送救助短信或语音提示报警三种。系统初始化失败或传感器接触不良仅给出指示灯报警;血压异常货跌倒则启动倒计时30秒双从报警;若在30秒内不取消报警,则自动转入自动报警,启动GPS定位功能,获取位置信息,通过GSM向老人家属或急救中心发送救助短信。为了确保短信能被及时发现,在短信发送出去1分钟内得不到回复时,则自动拨出预设号码,语音提示对方老人位置信息和健康状态等。同时,自动、手动混合式的报警系统设置,也有利于在老人们感到不舒服时的自动救助,提高老人的健康安全。 For example, for the above-mentioned alarm information of different levels and/or different processes, it can be divided into three types: indicator light alarm, indicator light and buzzer dual-slave alarm, and rescue SMS or voice prompt alarm. If the system initialization fails or the sensor is not in good contact, only the indicator light will give an alarm; if the blood pressure is abnormal and the goods fall, the countdown will start for 30 seconds and the dual-slave alarm; if the alarm is not canceled within 30 seconds, it will automatically switch to the automatic alarm, start the GPS positioning function, and obtain the location Information, and send rescue text messages to the family members of the elderly or emergency centers through GSM. In order to ensure that the text message can be found in time, if there is no reply within 1 minute after the text message is sent, the preset number will be automatically dialed, and the voice will prompt the other party's location information and health status of the elderly. At the same time, the automatic and manual hybrid alarm system settings are also conducive to automatic rescue when the elderly feel uncomfortable, improving the health and safety of the elderly. the
选取四种年龄段不同,身体健康状态也不同的测试者,分别采用本分明的血压测量方法和传统血压振动测量方法对比分析,比较两种测量方法对高压、低压值的测量误差分析,分析结果对比如下表1所示。 Select four testers with different age groups and different physical health status, respectively use the obvious blood pressure measurement method and the traditional blood pressure vibration measurement method to compare and analyze, compare the measurement error analysis of the high pressure and low pressure values of the two measurement methods, and analyze the results The comparison is shown in Table 1 below. the
表1 Table 1
由上表统计结果可知,脉搏波测量血压结果和传统方法的测量结果相差仅有5%的误差范围,其测量精度是比较高的。与传统方法相比,基于脉搏波测量血压方法更方便、快捷,可以实现无创连续监测效果。这对于人体在不同时间段的血压值会发生波动变化,老人夜间的健康监护措施效果不佳提供极好的改善途径。基于此技术,能实现老人健康状态的全天候监测,将大大提高老年人的身体健康指数。 From the statistical results in the above table, it can be seen that the difference between the pulse wave blood pressure measurement and the traditional method is only 5% error range, and its measurement accuracy is relatively high. Compared with the traditional method, the method of measuring blood pressure based on pulse wave is more convenient and faster, and can achieve non-invasive continuous monitoring effect. This provides an excellent way to improve the blood pressure values of the human body fluctuating in different time periods, and the health monitoring measures of the elderly at night are not effective. Based on this technology, all-weather monitoring of the health status of the elderly can be realized, which will greatly improve the physical health index of the elderly.
此外,还选取年龄在30左右的十名志愿者,其中六男四女,身高正在155~180cm之间,体重在42-76Kg之间。每一名志愿者各做向前跌倒、向后跌倒、向左跌倒和向右跌倒10次,统计计算结果得,报警准确率都在95%以上。实验结果证明,本发明的跌倒监测系统具有较好的监测效果,可靠性高。 In addition, ten volunteers aged around 30 were also selected, including six men and four women, with a height between 155-180cm and a weight between 42-76Kg. Each volunteer falls forward, backward, left and right 10 times, and the statistical calculation results show that the alarm accuracy rate is above 95%. Experimental results prove that the fall monitoring system of the present invention has better monitoring effect and high reliability. the
进一步地,本发明的实施例还包括,上述各实施例的各技术特征,相互组合形成的拐杖及其实现方法。 Furthermore, the embodiments of the present invention also include the technical features of the above-mentioned embodiments, a crutch formed by combining with each other and its implementation method. the
需要说明的是,上述各技术特征继续相互组合,形成未在上面列举的各种实施例,均视为本发明说明书记载的范围;并且,对本领域普通技术人员来说,可以根据上述说明加以改进或变换,而所有这些改进和变换都应属于本发明所附权利要求的保护范围。 It should be noted that the above-mentioned technical features continue to be combined with each other to form various embodiments not listed above, which are all regarded as the scope of the description of the present invention; and, for those of ordinary skill in the art, improvements can be made according to the above description Or transformation, and all these improvements and transformations should belong to the protection scope of the appended claims of the present invention. the
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