Volitional EMG Controlled Wearable FES System for Lower Limb Rehabilitation

Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov:2021:7099-7102. doi: 10.1109/EMBC46164.2021.9629852.

Abstract

Muscle rehabilitation by functional electrical stimulation (FES) is one of the effective treatments for the patients with neuromuscular diseases. The conventional FES applications, however, have limitations that utilize predetermined or repetitive stimulation patterns with the help of experts such as physical therapists. Therefore, we propose a wearable FES system in which the stimulus intensity is dynamically controlled by the motion intention of user in this paper. The proposed FES system utilizes electromyography (EMG) and inertial measurement unit (IMU) sensors for estimating the motion intention regardless of electrical stimulation, and is designed for the lower limb rehabilitation. The overall system configurations including hardware and software are presented in this paper, and the system performance was tested by lower limb exercises, e.g., squat, heel lift, and gait.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Electric Stimulation
  • Electric Stimulation Therapy*
  • Electromyography
  • Humans
  • Lower Extremity
  • Wearable Electronic Devices*