Exoskeletons to assist muscle strength are currently being developed in medical, military, and industrial fields.

Conventional exoskeletons use various sensors such as IMU and EMG  to recognize joint movements, which can cause discomfort when worn.

We aim to improve the motion recognition accuracy for hip-assist exoskeletons by using an Encoder-Based deep learning algorithm.