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Research and Application of Sitting Posture Correction Design Based on Artificial Intelligence

Yi Wang

发表年份
2022
引用次数
4

摘要

The long-term irregularity of reading and writing sitting posture will adversely affect the health and learning efficiency of adolescents. This paper innovatively designs an intelligent sitting posture monitoring robot control system. This paper regards sitting posture monitoring, sitting time monitoring and lighting environment monitoring as the basic functions of the robot. According to the laws of biomechanics and ergonomics, the system collects the data of hip pressure distribution when sitting and standing through a flexible force-sensitive sensor of 40cm×40cm laid on the seat. This paper proposes a scheme of using multi-sensors to collect data and recognize the sitting posture through neural network, which can avoid the influence of environmental factors. It monitors sitting posture more precisely. The final average accuracy of the experiment is above 96.78%, which can meet the needs of fast and accurate identification of sitting posture. The scheme has the advantages of flexible layout, wide monitoring area, rapid feedback, high accuracy and low cost.

关键词

SittingComputer scienceRobotArtificial intelligencePressure sensorArtificial neural networkSimulationComputer visionControl engineeringEngineering

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