基于RGB-D摄像机的辅助装置地楼梯行走策略

Shuai-Hong Yu, Bo-Rong Yang, Hee-Hyol Lee, Eiichirou Tanaka
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引用次数: 3

摘要

为保障使用辅助行走装置的老年人在地面-楼梯过渡过程中的安全,提出了一种自动在水平行走和爬楼梯之间切换行走方式的系统。该系统采用了RGB-D摄像机和超声波传感器组成的路况检测系统。步行方式的转换是由环境变化检测触发的。当远端接近楼梯时,RGB-D摄像机负责楼梯检测。超声波传感器主要用于楼梯的接近和楼梯的穿越。超声波传感器安装在脚尖和脚后跟,分别寻找上下台阶。在走楼梯的过程中,如果超声波传感器发现设备的脚太靠近楼梯边缘,则目标轨迹会更高,并调整步幅以防止碰撞。引入阻抗控制,使设备跟踪预定的行走轨迹。在实验中,该装置在接近楼梯时成功地改变了行走模式。结果表明,与没有辅助的情况下相比,三名受试者的足部高度有所增加。因此,该系统在解决步行辅助装置对不同环境的适应性方面具有巨大的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Ground-Stair Walking Strategy of the Assistive Device Based on the RGB-D Camera
To ensure the safety of elderly people with a walking assistive device during the ground-stair transition, a system which could automatically transfer the walking mode between level walking and stair climbing was proposed. A road condition detection system with a RGB-D Camera and ultrasonic sensors was utilized in this system. The walking mode transformation is triggered by the detection of environment change. When far approach the stairs, the RGB-D Camera is responsible for the stair detection. The ultrasonic sensors are used in the near-approach of stairs and stair traversal. The ultrasonic sensors were mounted on the toe and heel to find the upwards and downwards stairs respectively. During stair traversal, if the ultrasonic sensors find the foot of the device is too closed to the edge of stairs, the target trajectory will be higher and the stride will be adjusted to prevent collisions. The Impedance control was introduced to let the device trace the predefined walking trajectories. In experiments, the device changed walking modes successfully when getting close the stairs. The results engaged in three subjects showed that the foot height was increased compared without assistance. Thus a huge potential can be expected that this system can solve the adaptability of walking assistive devices to different surroundings.
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