Fig. 2

Block diagram of the proposed method for estimating muscle force using HD-SEMG data in real time. The framework of the proposed force prediction method contains the training stage (blue block) and the online testing stage (yellow block). The separation vectors were periodically update in the backend thread (red block) to maintain their validity