Multi-category gesture recognition modeling based on semg and imu signals

HIGHLIGHTS

  • who: Yujian Jiang and collaborators from the State Key Laboratory of Media Convergence and Communication, Communication University of China have published the Article: Multi-Category Gesture Recognition Modeling Based on sEMG and IMU Signals, in the Journal: Sensors 2022, 5855 of /2022/
  • what: In this paper, the CNN-based, RNN-based, and Transformer-based two-stream gesture recognition models are proposed, respectively. Before inputting data into the model, the authors conducted the normalization operation. Not only was the experiment of simultaneous classification of 20-category gestures carried out, but also the sEMG signal and IMU . . .

     

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