Interactive adaptation algorithm for neurorehabilitation of sensorimotor function

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

doi:10.1109/ISETC.2018.8583946

Interactive adaptation algorithm for neurorehabilitation of sensorimotor function

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

Research output: Book chapter/Published conference paper › Conference paper › peer-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 language	English
Title of host publication	2018 13th International symposium on electronics and telecommunications, ISETC 2018 - Conference Proceedings
Publisher	IEEE, Institute of Electrical and Electronics Engineers
Number of pages	5
ISBN (Electronic)	9781538659250
ISBN (Print)	9781538659267 (Print on demand)
DOIs	https://doi.org/10.1109/ISETC.2018.8583946
Publication status	Published - 19 Dec 2018
Event	13th International Symposium on Electronics and Telecommunications, ISETC 2018 - Timisoara, Romania Duration: 08 Nov 2018 → 09 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

Name	2018 13th International Symposium on Electronics and Telecommunications, ISETC 2018 - Conference Proceedings
ISSN (Print)	2475-787X
ISSN (Electronic)	2475-7861

Conference

Conference	13th International Symposium on Electronics and Telecommunications, ISETC 2018
Country/Territory	Romania
City	Timisoara
Period	08/11/18 → 09/11/18
Internet address	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)

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1109/ISETC.2018.8583946

Cite this

Hussain, K., Alsadoon, A., Prasad, P. W. C., & Elchouemi, A. (2018). Interactive adaptation algorithm for neurorehabilitation of sensorimotor function. In 2018 13th International symposium on electronics and telecommunications, ISETC 2018 - Conference Proceedings Article 8583946 (2018 13th International Symposium on Electronics and Telecommunications, ISETC 2018 - Conference Proceedings). IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ISETC.2018.8583946

Hussain, Kashif ; Alsadoon, Abeer ; Prasad, P. W.C. et al. / Interactive adaptation algorithm for neurorehabilitation of sensorimotor function. 2018 13th International symposium on electronics and telecommunications, ISETC 2018 - Conference Proceedings. IEEE, Institute of Electrical and Electronics Engineers, 2018. (2018 13th International Symposium on Electronics and Telecommunications, ISETC 2018 - Conference Proceedings).

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title = "Interactive adaptation algorithm for neurorehabilitation of sensorimotor function",

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.",

keywords = "Adaptation algorithm, Motor learning, Neuro rehabilitation, Stroke rehabilitation, Task characteristics",

author = "Kashif Hussain and Abeer Alsadoon and Prasad, {P. W.C.} and Amr Elchouemi",

note = "Includes bibliographical references.; 13th International Symposium on Electronics and Telecommunications, ISETC 2018 ; Conference date: 08-11-2018 Through 09-11-2018",

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Hussain, K, Alsadoon, A, Prasad, PWC & Elchouemi, A 2018, Interactive adaptation algorithm for neurorehabilitation of sensorimotor function. in 2018 13th International symposium on electronics and telecommunications, ISETC 2018 - Conference Proceedings., 8583946, 2018 13th International Symposium on Electronics and Telecommunications, ISETC 2018 - Conference Proceedings, IEEE, Institute of Electrical and Electronics Engineers, 13th International Symposium on Electronics and Telecommunications, ISETC 2018, Timisoara, Romania, 08/11/18. https://doi.org/10.1109/ISETC.2018.8583946

Interactive adaptation algorithm for neurorehabilitation of sensorimotor function. / Hussain, Kashif; Alsadoon, Abeer; Prasad, P. W.C. et al.
2018 13th International symposium on electronics and telecommunications, ISETC 2018 - Conference Proceedings. IEEE, Institute of Electrical and Electronics Engineers, 2018. 8583946 (2018 13th International Symposium on Electronics and Telecommunications, ISETC 2018 - Conference Proceedings).

Research output: Book chapter/Published conference paper › Conference paper › peer-review

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N1 - Includes bibliographical references.

PY - 2018/12/19

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N2 - 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.

AB - 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.

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Hussain K, Alsadoon A, Prasad PWC, Elchouemi A. Interactive adaptation algorithm for neurorehabilitation of sensorimotor function. In 2018 13th International symposium on electronics and telecommunications, ISETC 2018 - Conference Proceedings. IEEE, Institute of Electrical and Electronics Engineers. 2018. 8583946. (2018 13th International Symposium on Electronics and Telecommunications, ISETC 2018 - Conference Proceedings). doi: 10.1109/ISETC.2018.8583946

Interactive adaptation algorithm for neurorehabilitation of sensorimotor function

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