An Approach Towards the Representation of Sign Language by Electromyography Signals with Fuzzy Implementation
Paromita Das, Sudipta Paul, Joydev Ghosh, Shilpi PalBhowmik, Biswarup Neogi, Ankur Ganguly · International Journal of Sensors Wireless Communications and Control · 2017
Background: The rapid developments of sign language recognition systems guarantee the participation of inarticulate people in every field of society. This invention implemented by Electromyography (EMG) sensor to recognize different intramuscular signals for precise recognition of the subjects. In this regards, the Finger and Wrist position with different muscles activity signals are captured by EMG sensor by Fuzzy Logic to develop Matrix model to represent spinal segment and palm muscle activity. This novel approach would provide improvement in the research work for the inarticulate people to design interpreter for less communication system. Keywords: Electromyography, sign language, fuzzy logic, muscles, envelope, matrix.