Development of a Modular Real-time Shared-control System for a Smart Wheelchair

被引:1
作者
Ramaraj, Vaishanth [1 ]
Paralikar, Atharva [1 ]
Lee, Eung Joo [1 ]
Anwar, Syed Muhammad [1 ]
Monfaredi, Reza [1 ]
机构
[1] Univ Maryland, College Pk, MD 20742 USA
来源
JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY | 2024年 / 96卷 / 03期
关键词
Assistive Technology; Human-machine Systems; SLAM; Rehabilitation; Smart Wheelchairs; Wheeled Mobility;
D O I
10.1007/s11265-022-01828-6
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we propose a modular navigation system that can be mounted on a regular powered wheelchair to assist disabled children and the elderly with autonomous mobility and shared-control features. The lack of independent mobility drastically affects an individual's mental and physical health making them feel less self-reliant, especially children with Cerebral Palsy and limited cognitive skills. To address this problem, we propose a comparatively inexpensive and modular system that uses a stereo camera to perform tasks such as path planning, obstacle avoidance, and collision detection in environments with narrow corridors. We avoid any major changes to the hardware of the wheelchair for an easy installation by replacing wheel encoders with a stereo camera for visual odometry. An open source software package, the Real-Time Appearance Based Mapping package, running on top of the Robot Operating System (ROS) allows us to perform visual SLAM that allows mapping and localizing itself in the environment. The path planning is performed by the move base package provided by ROS, which quickly and efficiently computes the path trajectory for the wheelchair. In this work, we present the design and development of the system along with its significant functionalities. Further, we report experimental results from a Gazebo simulation and real-world scenarios to prove the effectiveness of our proposed system with a compact form factor and a single stereo camera.
引用
收藏
页码:203 / 214
页数:12
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