Method and device for monitoring tumble

Abstract

The invention discloses a method and a device for monitoring tumble. The method for monitoring tumble comprises: utilizing a mode recognition method, creating a human body tumble behavior recognition model based on a support vector machine to screen standard feature vectors capable of serving as human body tumble judge, and judging the tumble state of the human body through the joint judge of the mode recognition of the support vector machine and the inclination angle threshold. The device is composed of an acceleration sensor, a microcontroller, a GPS (Global Position System) module, a GSM (Global System for Mobile Communications) module, and the like. The method for monitoring tumble is used for monitoring the acceleration and inclination angle data in a tumble process in real time, correctly recognizing the human body tumble state and timely sending the tumble information and direction to family members of the user and nurses of a community hospital to rescue the user in time. According to the invention, tumble detection is more reliable, tumble judging accuracy is improved, individual difference error is effectively reduced and recognition capability of different tumble categories is greatly improved.

Description

technical field [0001] The invention belongs to the field of automatic detection, in particular to a method and device for monitoring falls. Background technique [0002] Falling is a common injury event for the elderly, and it is one of the main causes of disability, disability and death of the elderly. It poses a great threat to the health and life of the elderly, and brings a huge burden and loss to the family and society. It is the elderly An important health care issue, it is also a social issue that deserves attention. [0003] Falling is a common injury event for the elderly, and it is one of the main causes of disability, disability and death of the elderly. It poses a great threat to the health and life of the elderly, and brings a huge burden and loss to the family and society. It is the elderly An important health care issue, it is also a social issue that deserves attention. [0004] Due to the inconvenience of movement, the elderly often suffer from high blood...

AI Technical Summary

Problems solved by technology

At present, there are three basic methods for monitoring falls: (1) based on the analysis of video images, the real-time motion of the object is monitored by the camera. The camera monitoring range will not work

(2) Based on the analysis of the audio frequency signal, the fall event is judged by analyzing the frequency of the vibration caused by the impact, but the installation is more complicated and the capital investment is relatively large

(3) Based on wearable device detection, there are mainly two types: one is to measure the change of acceleration and inclination angle when falling by wearing an accelerometer and an inclinometer on the waist, and then set the threshold parameter setting according to the corresponding experiment and calculation. Judging

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