现代制造工程 ›› 2025, Vol. 537 ›› Issue (6): 121-128.doi: 10.16731/j.cnki.1671-3133.2025.06.013

• 仪器仪表/检测/监控 • 上一篇    下一篇

基于红外距离传感器的机器人步态检测研究*

张格, 赵少锋   

  1. 河南财经政法大学网络信息服务中心,郑州 450000
  • 收稿日期:2024-08-19 出版日期:2025-06-18 发布日期:2025-07-16
  • 作者简介:张格,硕士,讲师,主要研究方向为人工智能、动作识别。赵少锋,博士,中级馆员,主要研究方向为深度学习。E-mail:zhangg0730@163.com
  • 基金资助:
    *国家自然科学基金项目(42065004)

Research on robot gait detection based on infrared distance sensor

ZHANG Ge, ZHAO Shaofeng   

  1. Cyberspace Administration Center,Henan University of Economics and Law,Zhengzhou 450000)
  • Received:2024-08-19 Online:2025-06-18 Published:2025-07-16

摘要: 步态事件检测是外骨骼机器人运动控制和性能评估中的重要部分。为提升外骨骼机器人步态事件检测效率和精确度,提出了一种基于红外距离传感器的可穿戴步态时间检测系统。首先,开发了一种带有红外距离传感器的智能可穿戴设备,以获取稳定的距离信号,利用脚后跟和脚尖间隙的离地高度检测一个步态周期内全部6个步态事件,并将其转换为有效的脚部姿势信息;其次,提出了一种使用局部搜索窗口和固定阈值的在线检测算法,通过将该算法与红外距离传感器相结合,可实现最小时间延迟并降低计算负荷;最后,将所提方法集成到外骨骼机器人系统进行试验,检测人机协同步行的步态事件。试验结果表明,当所提方法应用于下肢外骨骼机器人时,能够成功检测到人机同步行走的所有步态事件,其平均检测误差小于34 ms,平均检测准确率为99.62 %,具有良好的实时性能和较高的检测准确率。

关键词: 外骨骼机器人, 红外距离传感器, 步态事件检测, 足部离地高度

Abstract: Gait event detection is an important part of exoskeleton robot motion control and performance evaluation.In order to improve the efficiency and accuracy of gait event detection of exoskeleton robots,a wearable gait time detection system based on infrared distance sensor was proposed. Firstly,an intelligent wearable device with infrared distance sensor was developed to obtain stable distance signal. The height of the rear heel and toe gap above the ground was used to detect all six gait events in a gait cycle and convert them into effective foot posture information.Secondly,an online detection algorithm using local search window and fixed threshold was proposed.By combining this algorithm with infrared distance sensor,the minimum time delay and reduced computational load can be achieved. Finally,the proposed method was integrated into the exoskeleton robot system for experiments to detect gait events of human-robot collaborative walking. The experimental results show that when the proposed method is applied to the lower limb exoskeleton robot,all gait events of human-robot synchronous walking can be successfully detected,with an average detection error of less than 34 ms and an average detection accuracy of 99.62 %,which has good real-time performance and high detection accuracy.

Key words: exoskeleton robot, infrared distance sensor, gait event detection, foot height from the ground

中图分类号: 

版权所有 © 《现代制造工程》编辑部 
地址:北京市东城区东四块玉南街28号 邮编:100061 电话:010-67126028 电子信箱:2645173083@qq.com
本系统由北京玛格泰克科技发展有限公司设计开发 技术支持:support@magtech.com.cn