Design of a Manipulandum for Motor Learning

2023-8-16
Okasha, Amr
Understanding motor learning mechanisms is an active area of research. A finger manipulandum interfaced with a virtual leader-follower mirror game and controlled by an admittance controller is developed and introduced as a medium to study motor learning in humans. Three different motor learning paradigms are studied. Firstly, the effects of the inclusion of assistive or resistive feedback on motor learning are tackled. Then underactuation of virtual dynamics and its effect on learning is discussed. Lastly, the addition of deterministic and stochastic force fields is examined. It is hypothesized that the resistive modes, underactuation, and stochastic force fields aid in the acquisition of motor skills by increasing motor variability and promoting workspace exploration. Empirical evidence is provided to support that the addition of either force field has a positive effect on the motor learning of novice players.
Citation Formats
A. Okasha, “Design of a Manipulandum for Motor Learning,” M.S. - Master of Science, Middle East Technical University, 2023.