Machine learning approaches for activity recognition and/or activity prediction in locomotion assistive devices—a systematic review
F Labarrière, E Thomas, L Calistri, V Optasanu… - Sensors, 2020 - mdpi.com
Locomotion assistive devices equipped with a microprocessor can potentially automatically
adapt their behavior when the user is transitioning from one locomotion mode to another …
adapt their behavior when the user is transitioning from one locomotion mode to another …
A review of terrain detection systems for applications in locomotion assistance
AHA Al-dabbagh, R Ronsse - Robotics and Autonomous Systems, 2020 - Elsevier
Terrain detection systems have been developed for a large body of applications. For
instance, a bionic leg prosthesis would have to adapt its behavior as a function of the terrain …
instance, a bionic leg prosthesis would have to adapt its behavior as a function of the terrain …
Environmental features recognition for lower limb prostheses toward predictive walking
This paper aims to present a robust environmental features recognition system (EFRS) for
lower limb prosthesis, which can assist the control of prosthesis by predicting the locomotion …
lower limb prosthesis, which can assist the control of prosthesis by predicting the locomotion …
A subvision system for enhancing the environmental adaptability of the powered transfemoral prosthesis
Visual information is indispensable to human locomotion in complex environments.
Although amputees can perceive the environmental information by eyes, they cannot …
Although amputees can perceive the environmental information by eyes, they cannot …
Understanding LSTM network behaviour of IMU-based locomotion mode recognition for applications in prostheses and wearables
Human Locomotion Mode Recognition (LMR) has the potential to be used as a control
mechanism for lower-limb active prostheses. Active prostheses can assist and restore a …
mechanism for lower-limb active prostheses. Active prostheses can assist and restore a …
IMU-based locomotion mode identification for transtibial prostheses, orthoses, and exoskeletons
Active transtibial prostheses, orthoses, and exoskeletons hold the promise of improving the
mobility of lower-limb impaired or amputated individuals. Locomotion mode identification …
mobility of lower-limb impaired or amputated individuals. Locomotion mode identification …
[HTML][HTML] Noninvasive human-prosthesis interfaces for locomotion intent recognition: A review
D Xu, Q Wang - Cyborg and Bionic Systems, 2021 - spj.science.org
The lower-limb robotic prostheses can provide assistance for amputees' daily activities by
restoring the biomechanical functions of missing limb (s). To set proper control strategies …
restoring the biomechanical functions of missing limb (s). To set proper control strategies …
Toward the development of user-centered neurointegrated lower limb prostheses
The last few years witnessed radical improvements in lower-limb prostheses. Researchers
have presented innovative solutions to overcome the limits of the first generation of …
have presented innovative solutions to overcome the limits of the first generation of …
Ultrasound sensing can improve continuous classification of discrete ambulation modes compared to surface electromyography
KG Rabe, MH Jahanandish, JR Boehm… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Clinical translation of “intelligent” lower-limb assistive technologies relies on robust control
interfaces capable of accurately detecting user intent. To date, mechanical sensors and …
interfaces capable of accurately detecting user intent. To date, mechanical sensors and …
Unsupervised cross-subject adaptation for predicting human locomotion intent
Accurately predicting human locomotion intent is beneficial in controlling wearable robots
and in assisting humans to walk smoothly on different terrains. Traditional methods for …
and in assisting humans to walk smoothly on different terrains. Traditional methods for …