Table 4 Average performance (CC, RMSE, DTW) for individual subject between directly measure and estimated joint angles for each analysis model.

From: A linear-attention based network for estimating continuous upper limb movement from surface electromyography

 

MLP

TCN

LSTM

DABD

LABD

CC

0.8204

0.8575

0.9015

0.9083

0.9430

RMSE

7.88

4.40

4.20

4.50

4.08

DTW

25354

12603

11805

11879

8863

  1. RMSE root mean square error, DTW dynamic time warping distance.
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