Abstract: This paper presents an adaptive Assist-as-Needed (AAN) control framework for a shoulder rehabilitation robot enhanced by a Virtual Biomechanical Shoulder Robot Model (VBSRM) and an online ...

Abstract: Existing approaches often operate poorly in noisy or occluded conditions, rely on cloud-based inference subject to latency and privacy issues, and do not take emotional context into ...