Design and prototyping of a bio-inspired kinematic sensing suit for the shoulder joint: precursor to a multi-DoF shoulder exosuit
File(s)
Author(s)
Varghese, Rejin John
Lo, Benny Ping Lai
Yang, Guang-Zhong
Type
Journal Article
Abstract
Soft wearable robots represent a promising new design paradigm for rehabilitation and active assistance applications. Their compliant nature makes them ideal for complex joints, but intuitive control of these robots require robust and compliant sensing mechanisms. In this work, we introduce the sensing framework for a multiple degrees-of-freedom shoulder exosuit capable of sensing the kinematics of the joint. The proposed sensing system is inspired by the body's embodied kinematic sensing, and the organisation of muscles and muscle synergies responsible for shoulder movements. A motion-capture-based evaluation study of the developed framework confirmed conformance with the behaviour of the muscles that inspired its routing. This validation of the tendon-routing hypothesis allows for it to be extended to the actuation framework of the exosuit in the future. The sensor-to-joint-space mapping is based on multivariate multiple regression and derived using an Artificial Neural Network. Evaluation of the derived mapping achieved root mean square error of ≈5.43° and ≃3.65° for the azimuth and elevation joint angles measured over 29,500 frames (4+ minutes) of motion-capture data.
Date Issued
2020-04-01
Date Acceptance
2019-12-12
Citation
IEEE Robotics and Automation Letters, 2020, 5 (2), pp.540-547
ISSN
2377-3766
Publisher
Institute of Electrical and Electronics Engineers
Start Page
540
End Page
547
Journal / Book Title
IEEE Robotics and Automation Letters
Volume
5
Issue
2
Copyright Statement
© 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Identifier
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000508389400007&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=1ba7043ffcc86c417c072aa74d649202
Subjects
Science & Technology
Technology
Robotics
Medical robots and systems
prosthetics and exoskeletons
biomimetics
wearable robots
soft robot materials and design
SOFTWARE
MUSCLE
Publication Status
Published
Date Publish Online
2020-01-03