In this study, a contribution is made to the research on the use of Electrical Impedance Myography (EIM) as an alternative to EMG. It is attempted to relate the muscle contraction and change in arm position to the bio-impedance measurements. Multiple movement patterns have been introduced. These included various contractions and movements to enforce bio-impedance change. A Neural Network (NN) has been used to predict muscle contraction and arm position, as well as the different levels of these muscle contractions based on the bio-impedance change. Finally, the time delay of the change in the bio-impedance has been determined.
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