A model-free deep reinforcement learning approach for control of exoskeleton gait patterns

L Rose, MCF Bazzocchi, G Nejat - Robotica, 2022 - cambridge.org
Lower-body exoskeleton control that adapts to users and provides assistance-as-needed
can increase user participation and motor learning and allow for more effective gait …

The effect of lower limb exoskeleton alignment on knee rehabilitation efficacy

AH MajidiRad, Y Yihun, N Hakansson, A Mitchell - Healthcare, 2022 - mdpi.com
This study focuses on a musculoskeletal analysis of human lower extremity and associated
muscle forces during different rehabilitative tasks and exoskeleton alignment models. By …

Musculoskeletal modeling and biomechanics of the knee joint

X Hua, L Shu - Cartilage Tissue and Knee Joint Biomechanics, 2024 - Elsevier
The knee joint is the most vulnerable and susceptible joint in the human body. Knee joint
biomechanics refers to the study of movement, joint loading, tissue deformation, and forces …

Learning to Walk on a Human Musculoskeletal Model Wearing a Knee Orthosis via Deep Reinforcement Learning

O Kayan, H Yalcin - 2023 5th International Congress on Human …, 2023 - ieeexplore.ieee.org
Knee orthoses aim to treat problems in the knees by customizing them in order to support
the joint externally, protect the joint, provide bio-mechanical balance, eliminate dysfunctions …

A control strategy for bipedal robots with musculotendon actuators in the knees

C Rengifo, D Bravo - International Journal of Dynamics and Control, 2023 - Springer
In this paper, a new optimal control strategy for bipedal robots with musculotendon actuators
is proposed. The novelty of the work is located in the optimization criterion used to distribute …

[PDF][PDF] Biomechanical Evaluation of Compliance Joint Knee Exoskeleton During Normal Gait

S Niknezhad, AM Goudarzi - Transactions A: Basics, 2024 - ije.ir
Musculoskeletal modeling is a cost-effective way to design and test wearable robots,
ensuring maximum efficiency for individuals. This article explores the simulation of …

Evaluation of motor primitive-based adaptive control algorithms for lower limb exoskeletons

PF Nunes - 2021 - teses.usp.br
In order to assist in the rehabilitation of individuals with motor disabilities, especially stroke
victims, to rehabilitate their movements, research centers have developed lower limbs …

[图书][B] A Lower-Body Exoskeleton Simulation and Control Framework based on Deep Reinforcement Learning

L Rose - 2020 - search.proquest.com
Stroke is a leading cause of disability, and post-stroke individuals often experience
hemiparesis, which can result in compensatory movements that affect their overall gait …

Control Design Inspired by Motors Primitives to Coordinate the Functioning of an Active Knee Orthosis for Robotic Rehabilitation

PF Nunes, D Mosconi, I Ostan, AAG Siqueira - Brazilian Congress on …, 2020 - Springer
In order to assist physiotherapists during the process of rehabilitation of individuals,
especially after anomalies in the neuromusculoskeletal system due to diseases such as …