2 papers
eess.SP2021
KNN Learning Techniques for Proportional Myocontrol in Prosthetics
Tim Sziburis, Markus Nowak, Davide Brunelli
This work has been conducted in the context of pattern-recognition-based control for electromyographic prostheses. It presents a k-nearest neighbour (kNN) classification technique…
cs.RO2019
Automatic Detection of Myocontrol Failures Based upon Situational Context Information
Karoline Heiwolt, Claudio Zito, Markus Nowak +2
Myoelectric control systems for assistive devices are still unreliable. The user's input signals can become unstable over time due to e.g. fatigue, electrode displacement, or sweat…