Interactive adaptation algorithm for neurorehabilitation of sensorimotor function

Kashif Hussain, Abeer Alsadoon, P. W.C. Prasad, Amr Elchouemi

Research output: Book chapter/Published conference paperConference paperpeer-review

Abstract

The treatment for motor disability's post-stroke involves repetitive training of affected limb to promote learning. Optimally designed sensor based solutions can complement the conventional approach of neuro-rehabilitation with a therapist. In this paper, we present a novel algorithm based on patient's task performance. The proposed algorithm uses 'enhanced Bi-directional adaptability' with slacking factor to ensure active participation of patients. This allows the system to adapt to the requirements of participants without pre-existing knowledge of patient's disability. This not only makes it compatible to a wider range of a patient but also reduces the time required for the adaptation. The simulated results for patients with various disability levels potentially demonstrate that the system can adapt to different levels of disability.

Original languageEnglish
Title of host publication2018 13th International Symposium on Electronics and Telecommunications, ISETC 2018 - Conference Proceedings
PublisherIEEE, Institute of Electrical and Electronics Engineers
Number of pages5
ISBN (Electronic)9781538659243
ISBN (Print)9781538659267
DOIs
Publication statusPublished - 19 Dec 2018
Event13th International Symposium on Electronics and Telecommunications, ISETC 2018 - Timisoara, Romania
Duration: 08 Nov 201809 Nov 2018
https://ieeexplore.ieee.org/xpl/conhome/8556141/proceeding (Conference proceedings)
https://conference.etc.upt.ro/isetc2018/ (Conference website)
https://conference.etc.upt.ro/isetc2018/uploads/ISETC2018_Program_long_2018_v2.pdf (Conference program)

Publication series

Name2018 13th International Symposium on Electronics and Telecommunications, ISETC 2018 - Conference Proceedings

Conference

Conference13th International Symposium on Electronics and Telecommunications, ISETC 2018
Country/TerritoryRomania
CityTimisoara
Period08/11/1809/11/18
Internet address

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