Eye-gaze control of a wheelchair mounted 6DOF assistive robot for activities of daily living

被引:15
|
作者
Sunny, Md Samiul Haque [1 ]
Zarif, Md Ishrak Islam [2 ]
Rulik, Ivan [1 ]
Sanjuan, Javier [3 ]
Rahman, Mohammad Habibur [3 ]
Ahamed, Sheikh Iqbal [2 ]
Wang, Inga [4 ]
Schultz, Katie [5 ]
Brahmi, Brahim [6 ]
机构
[1] Univ Wisconsin, Dept Comp Sci, Milwaukee, WI 53211 USA
[2] Marquette Univ, Dept Comp Sci, Milwaukee, WI 53233 USA
[3] Univ Wisconsin, Mech Engn Dept, Milwaukee, WI 53211 USA
[4] Univ Wisconsin, Dept Rehabil Sci & Technol, Milwaukee, WI 53211 USA
[5] Clement J Zablocki VA Med Ctr, Milwaukee, WI 53295 USA
[6] Miami Univ, Dept Elect & Comp Engn, Oxford, OH 45056 USA
关键词
Assistive robot; 6DoF; Eye-gaze control; Wheelchair; Motor dysfunction; Wheelchair mounted robot; Activities of daily living; TRACKING; QUALITY; PEOPLE;
D O I
10.1186/s12984-021-00969-2
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Background Building control architecture that balances the assistive manipulation systems with the benefits of direct human control is a crucial challenge of human-robot collaboration. It promises to help people with disabilities more efficiently control wheelchair and wheelchair-mounted robot arms to accomplish activities of daily living. Methods In this study, our research objective is to design an eye-tracking assistive robot control system capable of providing targeted engagement and motivating individuals with a disability to use the developed method for self-assistance activities of daily living. The graphical user interface is designed and integrated with the developed control architecture to achieve the goal. Results We evaluated the system by conducting a user study. Ten healthy participants performed five trials of three manipulation tasks using the graphical user interface and the developed control framework. The 100% success rate on task performance demonstrates the effectiveness of our system for individuals with motor impairments to control wheelchair and wheelchair-mounted assistive robotic manipulators. Conclusions We demonstrated the usability of using this eye-gaze system to control a robotic arm mounted on a wheelchair in activities of daily living for people with disabilities. We found high levels of acceptance with higher ratings in the evaluation of the system with healthy participants.
引用
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页数:12
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