Reducing the limb position effect in pattern recognition based myoelectric control using a high density electrode array

Pattern recognition based myoelectric control schemes are an active field of research. However, there are numerous disparities between current research findings and actual clinical results. In literature, electromyographic signals are usually recorded in a fixed position and used for both, training and testing of the classifier. This supports the test subject in performing repeatable contractions throughout the trials of the experiment and...