2025
Mode-Unified Intent Estimation of a Robotic Prosthesis Using Deep-Learning
RA-L 2025
Traditional robotic knee-ankle prostheses categorize ambulation modes such as level walking, ramps, and stairs. However, human movement scales continuously across various states rather than discretely, making traditional mode classifiers inadequate for accurate intent recognition. This paper propose