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Haptic Interface Controller Design using Intelligent Techniques

عنوان مقاله: Haptic Interface Controller Design using Intelligent Techniques
شناسه ملی مقاله: JR_MJEE-14-4_007
منتشر شده در در سال 1399
مشخصات نویسندگان مقاله:

Naveen Kumar - Electrical Engineering Department, National Institute of Technology Kurukshetra, Kurukshetra, India.
Jyoti Ohri - Electrical Engineering Department, National Institute of Technology Kurukshetra, Kurukshetra, India.

خلاصه مقاله:
Haptic technology has enormous applications in several fields from medical, military, and in our day-to-day life’s products including video games, smartphones, and smart cities. The Haptic Interface Controller (HIC), a key circuitry for interaction between the user and the virtual world, has two main control issues: stability and transparency. These two issues are complementary to each other i.e. emphasis on one will degrade the other and vice-versa. To address this, intelligent control techniques including Genetic Algorithm (GA), Feed-Forward Neural Network (FFNN), and Fuzzy Logic Control (FLC) have been used in design of the HIC. To ensure the performance in real-time, in system parametric uncertainty and delay have been added while designing the HIC so that a balance could be maintained between the two issues.

کلمات کلیدی:
Genetic Algorithm, Neural network, fuzzy logic control, Haptic Interface Controller, Stability, Transparency

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/1603755/