Gait acceleration signal-based fatigue detection method and device

A technology of fatigue detection and acceleration, which is applied in the field of fatigue detection, can solve problems such as inability to detect at any time by itself, cumbersome operation, etc., and achieve the effect of avoiding accidental injury, avoiding excessive exercise, and avoiding safety problems

CN102389310AInactive Publication Date: 2012-03-28SHANXI UNIV +1
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Publication Date
2012-03-28
Estimated Expiration
Not applicable · inactive patent

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Abstract

The invention discloses a gait acceleration signal-based fatigue detection method and device. The detection method realizes fatigue detection by acquiring reference data, fatigue threshold and detection data. The fatigue detection device comprises a singlechip, wherein the singlechip is connected with an acceleration sensor, a memory, a button, an indication lamp, a mode selection switch and a buzzer respectively; and the singlechip reads a gait acceleration signal collected by the acceleration sensor, saves the gait acceleration signal in the memory, and processes data in the memory. When worn, the fatigue detection device can conveniently detect whether a person is in a fatigue state or not at any moment and performs reminding, so that work faults, body injury and other hurts caused by fatigue are avoided. The device can be used for nursing middle-aged and old people at home and patients in hospital, detecting fatigue state of operators working on the production line, and monitoringfatigue state of athletes in training.
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Description

technical field

[0001] The invention relates to fatigue detection technology, in particular to a fatigue detection method and device based on gait acceleration signals. Background technique

[0002] With the development of society, people's pace of life is gradually accelerating, the pressure from many aspects is also increasing, and many people's fatigue is intensifying. Therefore fatigue has been recognized as a serious social problem. Work efficiency is low in fatigue state, which is easy to cause safety accidents. Continuing to exercise when entering a state of fatigue will cause certain damage to the body, which is not conducive to the recovery of physical strength and affects physical health.

[0003] At present, the commonly used methods for fatigue state detection at home and abroad mainly include the following types. (1) Subjective judgment method. Such as self-assessment, questionnaires, and evaluative measurement of the work efficiency of the testees. (2) Phy...

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Embodiment Construction

[0030] The present invention will be described in further detail below in conjunction with the accompanying drawings.

[0031] figure 1 Shown is the flow chart of the single-chip monitoring program solidified in the fatigue detection device. After the fatigue detection device is powered on, it will work according to the steps shown in the flow chart. The frequency of data collection is 800Hz, and the time for each signal collection is 40 seconds. figure 1 The data processing steps in the method are: denoising and normalization processing after the gait acceleration signal is collected. The normalization process includes: removing the unsteady signal, removing the front and rear part of the collected gait acceleration signal, and only retaining the middle part of the signal; dividing the middle part of the signal according to the step length of each step, because walking on flat ground The gait acceleration signal has a local maximum value when the heel is on the ground, so th...