Spatio-Temporal Inertial Measurements Feature Extraction Improves Hand Movement Pattern Recognition without Electromyography

Rami N. Khushaba; Agamemnon Krasoulis; Abel Al-Jumaily; Kianoush Nazarpour

doi:10.1109/EMBC.2018.8512638

Spatio-Temporal Inertial Measurements Feature Extraction Improves Hand Movement Pattern Recognition without Electromyography

Rami N. Khushaba
, Agamemnon Krasoulis
, Abel Al-Jumaily
, Kianoush Nazarpour

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Publisher	Institute of Electrical and Electronics Engineers
Pages	2108-2111
Number of pages	4
ISBN (Electronic)	978-1-5386-3646-6
ISBN (Print)	978-1-5386-3647-3
DOIs	https://doi.org/10.1109/EMBC.2018.8512638
Publication status	Published - 29 Oct 2018
Event	40th International Conference of the IEEE Engineering in Medicine and Biology Society - Honolulu, United States Duration: 17 Jul 2018 → 21 Jul 2018 https://embc.embs.org/2018/

Publication series

Name
ISSN (Print)	1557-170X
ISSN (Electronic)	1558-4615

Conference

Conference	40th International Conference of the IEEE Engineering in Medicine and Biology Society
Abbreviated title	EMBC 2018
Country/Territory	United States
City	Honolulu
Period	17/07/18 → 21/07/18
Internet address	https://embc.embs.org/2018/

Access to Document

10.1109/EMBC.2018.8512638Licence: All Rights Reserved

https://ieeexplore.ieee.org/abstract/document/8512638Licence: All Rights Reserved

Sensorimotor learning for control of prosthetic limbs
Nazarpour, K. (Principal Investigator)
1/02/18 → 31/01/23
Project: Research

Cite this

Khushaba, R. N., Krasoulis, A., Al-Jumaily, A., & Nazarpour, K. (2018). Spatio-Temporal Inertial Measurements Feature Extraction Improves Hand Movement Pattern Recognition without Electromyography. In 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (pp. 2108-2111). Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/EMBC.2018.8512638

Khushaba, Rami N. ; Krasoulis, Agamemnon ; Al-Jumaily, Abel et al. / Spatio-Temporal Inertial Measurements Feature Extraction Improves Hand Movement Pattern Recognition without Electromyography. 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Institute of Electrical and Electronics Engineers, 2018. pp. 2108-2111

@inproceedings{0ecbfdd4f94c477ca287b6edfab32d51,

title = "Spatio-Temporal Inertial Measurements Feature Extraction Improves Hand Movement Pattern Recognition without Electromyography",

author = "Khushaba, \{Rami N.\} and Agamemnon Krasoulis and Abel Al-Jumaily and Kianoush Nazarpour",

year = "2018",

month = oct,

day = "29",

doi = "10.1109/EMBC.2018.8512638",

language = "English",

isbn = "978-1-5386-3647-3",

publisher = "Institute of Electrical and Electronics Engineers",

pages = "2108--2111",

booktitle = "2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)",

address = "United States",

note = "40th International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018 ; Conference date: 17-07-2018 Through 21-07-2018",

url = "https://embc.embs.org/2018/",

}

Khushaba, RN, Krasoulis, A, Al-Jumaily, A & Nazarpour, K 2018, Spatio-Temporal Inertial Measurements Feature Extraction Improves Hand Movement Pattern Recognition without Electromyography. in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Institute of Electrical and Electronics Engineers, pp. 2108-2111, 40th International Conference of the IEEE Engineering in Medicine and Biology Society, Honolulu, Hawaii, United States, 17/07/18. https://doi.org/10.1109/EMBC.2018.8512638

Spatio-Temporal Inertial Measurements Feature Extraction Improves Hand Movement Pattern Recognition without Electromyography. / Khushaba, Rami N.; Krasoulis, Agamemnon; Al-Jumaily, Abel et al.
2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Institute of Electrical and Electronics Engineers, 2018. p. 2108-2111.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Spatio-Temporal Inertial Measurements Feature Extraction Improves Hand Movement Pattern Recognition without Electromyography

AU - Khushaba, Rami N.

AU - Krasoulis, Agamemnon

AU - Al-Jumaily, Abel

AU - Nazarpour, Kianoush

PY - 2018/10/29

Y1 - 2018/10/29

U2 - 10.1109/EMBC.2018.8512638

DO - 10.1109/EMBC.2018.8512638

M3 - Conference contribution

SN - 978-1-5386-3647-3

SP - 2108

EP - 2111

BT - 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

PB - Institute of Electrical and Electronics Engineers

T2 - 40th International Conference of the IEEE Engineering in Medicine and Biology Society

Y2 - 17 July 2018 through 21 July 2018

ER -

Khushaba RN, Krasoulis A, Al-Jumaily A, Nazarpour K. Spatio-Temporal Inertial Measurements Feature Extraction Improves Hand Movement Pattern Recognition without Electromyography. In 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Institute of Electrical and Electronics Engineers. 2018. p. 2108-2111 Epub 2018 Jul 21. doi: 10.1109/EMBC.2018.8512638

Spatio-Temporal Inertial Measurements Feature Extraction Improves Hand Movement Pattern Recognition without Electromyography

Publication series

Conference

Access to Document

Projects

Sensorimotor learning for control of prosthetic limbs

Cite this