Vector Autoregressive Hierarchical Hidden Markov Models for Extracting Finger Movements Using Multichannel Surface EMG Signals

<div>Motion selection (MS) and motion completion (MC) time. Mean values for MS time ranged from 0.25 s (HSMM-RMS) to 0.6 s (HHMM S1-ZC) and for MC time ranged from 1.3 s (HSMM-RMS) to 1.8 s (DT-SSC).</div>

Complexity

fig10

Figure 10

Figure 10: Vector Autoregressive Hierarchical Hidden Markov Models for Extracting Finger Movements Using Multichannel Surface EMG Signals 