Motion Path Design for Specific Muscle Training Using Neural Network

Abstract EN

Specific muscle training is expected to be used for efficient rehabilitation and care prevention.

In this paper, we propose algorithms for designing a motion path capable of strengthening specific muscles.

By using the proposed algorithms, it is possible to design a motion path maximizing the activity of an agonist muscle and minimizing that of other muscles.

For training, the load is applied by using a 2-link arm.

EMG signal is measured during a training experiment, and the degree of muscular revitalization is evaluated by the amplitude of EMG signal.

Finally, the effectiveness of the proposed approach is demonstrated through experiments.