首页|基于加速度传感器技术的人体能耗监测系统设计

基于加速度传感器技术的人体能耗监测系统设计

扫码查看
为提高体育运动时的能耗监测水平,研究提出基于电容式加速度传感器构建人体能耗监测系统.对该系统进行有效性验证实验,发现该系统可通过加速度输出信号曲线对不同状态下的运动强度进行有效识别,且其在不同平台上的平均检测精度为89.9%.除此之外,研究还对该系统进行性能对比验证,发现该系统在不同运动场景下的平均检测准确率为93.4%,高于其他对比系统,其性能最优.综上所述,研究提出的人体能耗监测系统具有实际应用的可行性及对不同平台的兼容性,且该系统能耗监测性能优秀,可为未来加速度传感器技术在人体能耗监测系统中的进一步应用提供理论支持.
Design of a Human Energy Consumption Monitoring System Based on Acceleration Sensor Technology
In order to improve the level of energy consumption monitoring during sports,a human energy consumption monitoring system based on capacitive acceleration sensors is proposed.The effectiveness verification experiment of the system was conducted,and it was found that the system can effectively identify the motion intensity in different states through the acceleration output signal curve,and its average detection accuracy on different platforms is 89.9%.In addition,the study also compared and verified the per-formance of the system,and found that the average detection accuracy of the system in different motion scenarios was 93.4%,which is higher than other comparison systems and has the best performance.In summary,the proposed human energy consumption monito-ring system has practical application feasibility and compatibility with different platforms,and its energy consumption monitoring per-formance is excellent,which can provide theoretical support for the further application of acceleration sensor technology in human en-ergy consumption monitoring systems in the future.

acceleration sensorsportsenergy consumption monitoring systemcheck the accuracy

张琼

展开 >

延安大学西安创新学院,西安 710100

加速度传感器 体育运动 能耗监测系统 检测精度

陕西省体育局体育科研常规课题

2022040

2024

自动化与仪器仪表
重庆工业自动化仪表研究所,重庆市自动化与仪器仪表学会

自动化与仪器仪表

CSTPCD
影响因子:0.327
ISSN:1001-9227
年,卷(期):2024.(2)
  • 1
  • 13