Guangdong Modern Apparel Technology & Engineering Center, Guangdong University of Technology, Guangzhou 510075, China.
Xiayi Lixing Research Institute of Textiles and Apparel, Shangqiu 476499, China.
Sensors (Basel). 2023 Nov 8;23(22):9047. doi: 10.3390/s23229047.
In recent years, marked progress has been made in wearable technology for human motion and posture recognition in the areas of assisted training, medical health, VR/AR, etc. This paper systematically reviews the status quo of wearable sensing systems for human motion capture and posture recognition from three aspects, which are monitoring indicators, sensors, and system design. In particular, it summarizes the monitoring indicators closely related to human posture changes, such as trunk, joints, and limbs, and analyzes in detail the types, numbers, locations, installation methods, and advantages and disadvantages of sensors in different monitoring systems. Finally, it is concluded that future research in this area will emphasize monitoring accuracy, data security, wearing comfort, and durability. This review provides a reference for the future development of wearable sensing systems for human motion capture.
近年来,在辅助训练、医疗健康、VR/AR 等领域,用于人体运动和姿势识别的可穿戴技术取得了显著的进展。本文从监测指标、传感器和系统设计三个方面系统地综述了用于人体运动捕捉和姿势识别的可穿戴传感系统的现状。特别总结了与人体姿势变化密切相关的监测指标,如躯干、关节和四肢,并详细分析了不同监测系统中传感器的类型、数量、位置、安装方法以及优缺点。最后得出结论,未来该领域的研究将侧重于监测精度、数据安全、佩戴舒适性和耐用性。本文的综述为未来人体运动捕捉用可穿戴传感系统的发展提供了参考。