Enhancing the Capabilities of Approaching to Service Scenarios and Settling for Intelligent Wheelchair Robots

Hiroshaan Vadivel, K. S. Priyanayana, A. Jayasekara
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Abstract

Wheelchairs are the evaded partner in the lives of many differently-abled people to support their day-to-day activities. Manual and powered wheelchairs fail to meet the docking behavior for a specific task on the table. As the main aim of this research, a human study was performed to identify the docking behavior of a wheelchair to the table or desk in four different scenarios such as writing, reading, eating, and using a Laptop. With 3D point cloud data, this paper introduces an algorithm for automatically detecting secure docking locations at rectangular docking structures (tables, desks) with proper alignment knowledge. Within the sense of delivering advanced driving assistance for powered wheelchair users, the secure docking areas will then be given as priorities to an autonomous route designer. The experimental findings show that the proposed wheelchair docking system is capable of maintaining user comfort during approaches.
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提高智能轮椅机器人的服务场景逼近与解决能力
在许多残疾人士的生活中,轮椅是他们逃避的伙伴,无法支持他们的日常活动。手动轮椅和电动轮椅都不能满足桌子上特定任务的对接行为。作为本研究的主要目的,进行了一项人体研究,以确定轮椅在四种不同场景下与桌子或书桌的对接行为,如写作、阅读、吃饭和使用笔记本电脑。本文利用三维点云数据,提出了一种利用适当的对齐知识自动检测矩形对接结构(桌、桌)安全对接位置的算法。在为电动轮椅使用者提供高级驾驶辅助的意义上,安全的停靠区域将被优先考虑给自动驾驶路线设计者。实验结果表明,所提出的轮椅对接系统能够在接近过程中保持使用者的舒适性。
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