Shang Shi

IMU-weighted multimodal fusion for robust gesture recognition across arm positions

Objective. Human–machine interfaces (HMIs) based on surface electromyography (sEMG) and A-mode ultrasound have achieved high gesture recognition accuracy; however, most studies have been conducted under a single static arm position. In practice, arm position variation degrades performance and limits translation beyond...