A comparison of control strategies in commercial and research knee prostheses

R Fluit, EC Prinsen, S Wang… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Goal: To provide an overview of control strategies in commercial and research
microprocessor-controlled prosthetic knees (MPKs). Methods: Five commercially available …

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 …

[HTML][HTML] Integral real-time locomotion mode recognition based on GA-CNN for lower limb exoskeleton

J Wang, D Wu, Y Gao, X Wang, X Li, G Xu… - Journal of Bionic …, 2022 - Springer
The wearable lower limb exoskeleton is a typical human-in-loop human–robot coupled
system, which conducts natural and close cooperation with the human by recognizing …

Online reinforcement learning control for the personalization of a robotic knee prosthesis

Y Wen, J Si, A Brandt, X Gao… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Robotic prostheses deliver greater function than passive prostheses, but we face the
challenge of tuning a large number of control parameters in order to personalize the device …

A subvision system for enhancing the environmental adaptability of the powered transfemoral prosthesis

K Zhang, J Luo, W Xiao, W Zhang, H Liu… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Visual information is indispensable to human locomotion in complex environments.
Although amputees can perceive the environmental information by eyes, they cannot …

Depth sensing for improved control of lower limb prostheses

NE Krausz, T Lenzi, LJ Hargrove - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Powered lower limb prostheses have potential to improve the quality of life of individuals
with amputations by enabling all daily activities. However, seamless ambulation mode …

An oscillator-based smooth real-time estimate of gait phase for wearable robotics

T Yan, A Parri, V Ruiz Garate, M Cempini, R Ronsse… - Autonomous …, 2017 - Springer
This paper presents a novel methodology for estimating the gait phase of human walking
through a simple sensory apparatus. Three subsystems are combined: a primary phase …

Real-time hybrid locomotion mode recognition for lower limb wearable robots

A Parri, K Yuan, D Marconi, T Yan… - IEEE/ASME …, 2017 - ieeexplore.ieee.org
Real-time recognition of locomotion-related activities is a fundamental skill that a controller
of lower limb wearable robots should possess. Subject-specific training and reliance on …

Translational motion tracking of leg joints for enhanced prediction of walking tasks

R Stolyarov, G Burnett, H Herr - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Objective: Walking task prediction in powered leg prostheses is an important problem in the
development of biomimetic prosthesis controllers. This paper proposes a novel method to …

Wearer-prosthesis interaction for symmetrical gait: A study enabled by reinforcement learning prosthesis control

Y Wen, M Li, J Si, H Huang - IEEE transactions on neural …, 2020 - ieeexplore.ieee.org
With advances in robotic prostheses, rese-archers attempt to improve amputee's gait
performance (eg, gait symmetry) beyond restoring normative knee kinematics/kinetics. Yet …