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

Figure 5

HSMM movement models. M1–M3 denote different dynamic movements. The HSMM algorithm uses distributions of individual movements durations to constrain transitions between them.