Predictive safety framework using Kalman smoothing and LSTMs for robotic exoskeletons
Transactions of the Institute of Measurement and Control
Published online on November 05, 2025
Abstract
Transactions of the Institute of Measurement and Control, Ahead of Print.
In this paper, we develop a predictive safety control framework for robotic exoskeletons that integrates Kalman smoothing (KS) for noise reduction in sensor data, long short-term memory (LSTM)-based force prediction, adaptive impedance control, and ...
In this paper, we develop a predictive safety control framework for robotic exoskeletons that integrates Kalman smoothing (KS) for noise reduction in sensor data, long short-term memory (LSTM)-based force prediction, adaptive impedance control, and ...