Development of a Wearable Sleeve-Based System Combining Polymer Optical Fiber Sensors and an LSTM Network for Estimating Knee Kinematics

Development of a Wearable Sleeve-Based System Combining Polymer Optical Fiber Sensors and an LSTM Network for Estimating Knee Kinematics

This study presents a novel wearable solution integrating Polymer Optical Fiber (POF) sensors into a knee sleeve to monitor knee flexion/extension (F/E) patterns during walking. POF sensors offer advantages such as flexibility, light weight, and robustness to electromagnetic interference, making the...

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Bibliographic Details
Main Authors: B. L. Pugliese, A. Angelucci, F. Parisi, S. Sapienza, E. Fabara, G. Corniani, A. S. Tenforde, A. Aliverti, D. Demarchi, P. Bonato
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Digital health
kinematics
long short-term memory network
polymer optical fiber sensors
knee osteoarthritis
wearable technology
Online Access:https://ieeexplore.ieee.org/document/10879287/
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