ERACLE: electromyography system for gesture interaction

  • Authors:
  • Paolo Belluco;Monica Bordegoni;Umberto Cugini

  • Affiliations:
  • Dipartimento di Meccanica Politecnico di Milano, Milano, Italy;Dipartimento di Meccanica Politecnico di Milano, Milano, Italy;Dipartimento di Meccanica Politecnico di Milano, Milano, Italy

  • Venue:
  • HI'11 Proceedings of the 2011 international conference on Human interface and the management of information - Volume Part I
  • Year:
  • 2011

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Abstract

Gesture interaction is one of the most important topics in the human-computer interaction. In this field, the main research activities are oriented on recognizing and classifying different gestures in order to interact with the computer directly with the body, without using classical mobile devices such as touchpad or trackball. This paper describes the development and the testing of our wearable interaction system that uses surface electromyography (sEMG) signals to recognize and process the gestures of the users. The core of the system is the "Eracle-board" that is a wearable 3-channel board developed in order to acquire the sEMG signals from the user's forearm. The acquired data are subsequently processed by an external device, which allows us to recognize and classify seven different gestures through the implementation of a neural network. Finally, the effectiveness of the system has been evaluated through some tests carried out with users.