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Studies on Electroencephalogram for Upper Limb Rehabilitation

Studies on Electroencephalogram for Upper Limb Rehabilitation

Ritwika Ghosh, Ahona Ghosh, Sriparna Saha
Copyright: © 2023 |Pages: 22
ISBN13: 9798369311868|ISBN13 Softcover: 9798369348567|EISBN13: 9798369311875
DOI: 10.4018/979-8-3693-1186-8.ch022
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MLA

Ghosh, Ritwika, et al. "Studies on Electroencephalogram for Upper Limb Rehabilitation." Sustainable Science and Intelligent Technologies for Societal Development, edited by Brojo Kishore Mishra, IGI Global, 2023, pp. 393-414. https://doi.org/10.4018/979-8-3693-1186-8.ch022

APA

Ghosh, R., Ghosh, A., & Saha, S. (2023). Studies on Electroencephalogram for Upper Limb Rehabilitation. In B. Mishra (Ed.), Sustainable Science and Intelligent Technologies for Societal Development (pp. 393-414). IGI Global. https://doi.org/10.4018/979-8-3693-1186-8.ch022

Chicago

Ghosh, Ritwika, Ahona Ghosh, and Sriparna Saha. "Studies on Electroencephalogram for Upper Limb Rehabilitation." In Sustainable Science and Intelligent Technologies for Societal Development, edited by Brojo Kishore Mishra, 393-414. Hershey, PA: IGI Global, 2023. https://doi.org/10.4018/979-8-3693-1186-8.ch022

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Abstract

Upper limb movement decoding from electroencephalogram (EEG) signals is an emerging field that has gained increasing attention over the past few years for its application in healthcare. It involves EEG signals to predict and control upper limb movements, which can benefit patients with motor impairments. This survey provides a comprehensive overview of the current state-of-the-art techniques and applications of EEG-based upper limb movement for different societal benefits. The second section of the survey discusses EEG signal characteristics and acquisition, as well as different steps involved in processing motor imagery signals for upper limb rehabilitation. The third section of the survey examines the applications of EEG-based on upper limb movement decoding for a better quality of life and societal welfare. The fourth section focuses on the technical and practical challenges, emerging trends, and future research directions, followed by concluding remarks in the fifth section.

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