کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6951382 1451662 2015 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Adaptive myoelectric control applied to video game
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
پیش نمایش صفحه اول مقاله
Adaptive myoelectric control applied to video game
چکیده انگلیسی
This paper proposes adaptive schemes to cope with time-related changes in muscle activities during playing video game. A myoelectric control with the core of support vector machine is applied to manipulate a car in a computer-based video game. The proposed adaptive schemes model fatigue-based changes in myoelectric signals and modify the classification criteria to keep stable performance in long-term operations. Both unsupervised and supervised methods were applied to detect time-related steady state deviations in myoelectric signal patterns. Both methods improve the performance of myoelectric control and keep it stable in long-term applications.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Biomedical Signal Processing and Control - Volume 18, April 2015, Pages 153-160
نویسندگان
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