Rehabilitation Robotics: Design, Applications and Challenges

A special issue of Machines (ISSN 2075-1702). This special issue belongs to the section "Robotics, Mechatronics and Intelligent Machines".

Deadline for manuscript submissions: closed (31 December 2023) | Viewed by 2125

Special Issue Editor


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Guest Editor
Health Division, TECNALIA, Basque Research and Technology Alliance (BRTA), 20009 San Sebastian, Spain
Interests: rehabilitation robotics; wearable robotics; mechanical design; robot and machine control

Special Issue Information

Dear Colleagues,

Over the last few decades, the use of robotic devices in the rehabilitation field has expanded and is considered as an effective means to improve conventional therapies. Due to the inherent features of robots, robot-mediated therapy can provide actively powered assistance, precise measurement of motion, and quantitative outcome analysis, resulting in the objective assessment of patient status and proper planning of further treatment. In addition, the rapidly growing AI technologies can facilitate the analysis of measured data and decision-making; therefore, the combination of AI and robotic devices is expected to advance the current rehabilitation technology, resulting in large clinical, economic, and social impacts on the rehabilitation field. 

This Special Issue aims to address the state-of-the-art in rehabilitation robotics and identify the future challenges for the successful settlement of rehabilitation robots in clinical and home environments.

Topics of interest include, but are not limited to, the following:

  • Mechanical design of rehabilitation robots for upper and lower limbs.
  • Sensing and control architecture for robot-based physical treatment and monitoring.
  • AI-based data analysis, assessment, and decision-making for treatment.
  • Cognitive assessment and cognitive fitness in combination with robot-based therapy.
  • Robots for telerehabilitation, including hardware and software structures.
  • Privacy protection in rehabilitation robots.
  • Personalization and adaptation in rehabilitation robots.

Dr. Je Hyung Jung
Guest Editor

Manuscript Submission Information

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Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2400 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Keywords

  • rehabilitation robotics
  • robotic intervention
  • lower limbs
  • upper limbs
  • AI-based therapy
  • telerehabilitation

Published Papers (1 paper)

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Review

20 pages, 1071 KiB  
Review
Hierarchical Classification of Subject-Cooperative Control Strategies for Lower Limb Exoskeletons in Gait Rehabilitation: A Systematic Review
by Jyotindra Narayan, Chaiyawan Auepanwiriyakul, Sanchit Jhunjhunwala, Mohamed Abbas and Santosha K. Dwivedy
Machines 2023, 11(7), 764; https://doi.org/10.3390/machines11070764 - 22 Jul 2023
Cited by 5 | Viewed by 1690
Abstract
Over the last decade, lower limb exoskeletons have seen significant development, with a particular focus on improving the interaction between the subject and the exoskeleton. This has been achieved by implementing advanced control strategies that enable the safe and efficient use of the [...] Read more.
Over the last decade, lower limb exoskeletons have seen significant development, with a particular focus on improving the interaction between the subject and the exoskeleton. This has been achieved by implementing advanced control strategies that enable the safe and efficient use of the exoskeleton. In this work, the control strategies for lower limb exoskeletons are divided into upper-level control (supervisory and high-level control) and lower-level control (the servo layer). Before discussing these control strategies, a brief introduction to lower limb exoskeletons and their control schemes is provided. The control hierarchy for lower limb exoskeletons is then systematically reviewed along with an overview of the techniques used. A Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) statement is used to highlight the systematic process of identifying relevant articles with inclusion and exclusion criteria. The details of supervisory control, high-level control, and servo control strategies are presented by citing relevant state-of-the-art studies, particularly from the past five years. The targeted lower limb joint, training mode, and development stage for different control strategies are highlighted in a tabulated form to articulate the overall hierarchy level. Finally, the potential opportunities and limitations of subject-cooperative control are discussed. Overall, this work aims to provide an in-depth understanding of the control strategies used in lower limb exoskeletons, focusing on subject cooperation. This knowledge can be used to improve the safety and efficacy of lower limb exoskeletons, ultimately benefiting individuals with mobility impairments. Full article
(This article belongs to the Special Issue Rehabilitation Robotics: Design, Applications and Challenges)
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