کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
377807 658831 2011 15 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Wheelchair collaborative control for disabled users navigating indoors
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Wheelchair collaborative control for disabled users navigating indoors
چکیده انگلیسی

ObjectiveMobility is of key importance for autonomous living. Persons with severe disabilities may be assisted by robotic wheelchairs when manual control is not possible. However, these persons should contribute to control as much as they can to avoid loss of residual skills and frustration. Traditionally, wheelchair shared control approaches either give control to person or robot depending on the situation.Methods and materialsWe propose a new shared control technique where robot and person contribute simultaneously to control. Their commands are weighted according to their respective local efficiencies and then combined via a reactive navigation strategy. Thus, assistance adapts to the user’s needs. We refer to this approach as collaborative control.ResultsCollaborative control was tested in a home environment in Fondazione Santa Lucia (Rome) by 18 volunteers presenting different degrees of physical and cognitive disability. All of them successfully finished a complex test path with assistance. Both users and caregivers’ opinion on the system was very positive. Acceptance was very good according to the psychosocial impact of assistive devices scale.ConclusionsCollaborative control adapts to the person’s needs and assists him/her when necessary, locally compensating any problem related to specific disabilities. An ANOVA returned a p-value of 0.016, meaning that there is significant improvement in task performance when collaborative control is used.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Artificial Intelligence in Medicine - Volume 52, Issue 3, July 2011, Pages 177–191
نویسندگان
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