Multichannel Quaternion Least Mean Square Algorithm. / Cheong Took, Clive; Xia, Yili.

International Conference on Acoustics, Speech, and Signal Processing: ICASSP. Brighton UK : IEEE, 2019. p. 1-4.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

E-pub ahead of print

Standard

Multichannel Quaternion Least Mean Square Algorithm. / Cheong Took, Clive; Xia, Yili.

International Conference on Acoustics, Speech, and Signal Processing: ICASSP. Brighton UK : IEEE, 2019. p. 1-4.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Harvard

Cheong Took, C & Xia, Y 2019, Multichannel Quaternion Least Mean Square Algorithm. in International Conference on Acoustics, Speech, and Signal Processing: ICASSP. IEEE, Brighton UK, pp. 1-4. https://doi.org/10.1109/ICASSP.2019.8682795

APA

Cheong Took, C., & Xia, Y. (2019). Multichannel Quaternion Least Mean Square Algorithm. In International Conference on Acoustics, Speech, and Signal Processing: ICASSP (pp. 1-4). IEEE. https://doi.org/10.1109/ICASSP.2019.8682795

Vancouver

Cheong Took C, Xia Y. Multichannel Quaternion Least Mean Square Algorithm. In International Conference on Acoustics, Speech, and Signal Processing: ICASSP. Brighton UK: IEEE. 2019. p. 1-4 https://doi.org/10.1109/ICASSP.2019.8682795

Author

Cheong Took, Clive ; Xia, Yili. / Multichannel Quaternion Least Mean Square Algorithm. International Conference on Acoustics, Speech, and Signal Processing: ICASSP. Brighton UK : IEEE, 2019. pp. 1-4

BibTeX

@inproceedings{ac1cde5b745d41a095dfbebbac04363d,
title = "Multichannel Quaternion Least Mean Square Algorithm",
abstract = "Quaternion least-mean-quare (QLMS) algorithm has been thoroughly investigated in the past for the adaptive filtering of 3D and 4D signals. However, QLMS is restricted to one-channel processing of such 3D and 4D processes. To address this shortcoming, we proposed the multichannel QLMS so that we can exploit the additional information from the multitude of 3D-4D vector sensors. For rigour, we provide the stability bound of the multichannel QLMS and demonstrate its robustness against noise. Simulations on real world 4D signals support the analysis.",
keywords = "Signal Processing, adaptive filters, quaternion, machine learning",
author = "{Cheong Took}, Clive and Yili Xia",
year = "2019",
month = apr,
day = "17",
doi = "10.1109/ICASSP.2019.8682795",
language = "English",
pages = "1--4",
booktitle = "International Conference on Acoustics, Speech, and Signal Processing",
publisher = "IEEE",

}

RIS

TY - GEN

T1 - Multichannel Quaternion Least Mean Square Algorithm

AU - Cheong Took, Clive

AU - Xia, Yili

PY - 2019/4/17

Y1 - 2019/4/17

N2 - Quaternion least-mean-quare (QLMS) algorithm has been thoroughly investigated in the past for the adaptive filtering of 3D and 4D signals. However, QLMS is restricted to one-channel processing of such 3D and 4D processes. To address this shortcoming, we proposed the multichannel QLMS so that we can exploit the additional information from the multitude of 3D-4D vector sensors. For rigour, we provide the stability bound of the multichannel QLMS and demonstrate its robustness against noise. Simulations on real world 4D signals support the analysis.

AB - Quaternion least-mean-quare (QLMS) algorithm has been thoroughly investigated in the past for the adaptive filtering of 3D and 4D signals. However, QLMS is restricted to one-channel processing of such 3D and 4D processes. To address this shortcoming, we proposed the multichannel QLMS so that we can exploit the additional information from the multitude of 3D-4D vector sensors. For rigour, we provide the stability bound of the multichannel QLMS and demonstrate its robustness against noise. Simulations on real world 4D signals support the analysis.

KW - Signal Processing

KW - adaptive filters

KW - quaternion

KW - machine learning

UR - https://2019.ieeeicassp.org/

U2 - 10.1109/ICASSP.2019.8682795

DO - 10.1109/ICASSP.2019.8682795

M3 - Conference contribution

SP - 1

EP - 4

BT - International Conference on Acoustics, Speech, and Signal Processing

PB - IEEE

CY - Brighton UK

ER -