Efficient collaborative sparse channel estimation in massive MIMO

Mudassir Masood; Laila H. Afify; Tareq Y. Al-Naffouri

doi:10.1109/ICASSP.2015.7178506

Efficient collaborative sparse channel estimation in massive MIMO

Mudassir Masood
, Laila H. Afify
, Tareq Y. Al-Naffouri

King Fahd University of Petroleum & Minerals

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

2 Scopus citations

Abstract

We propose a method for estimation of sparse frequency selective channels within MIMO-OFDM systems. These channels are independently sparse and share a common support. The method estimates the impulse response for each channel observed by the antennas at the receiver. Estimation is performed in a coordinated manner by sharing minimal information among neighboring antennas to achieve results better than many contemporary methods. Simulations demonstrate the superior performance of the proposed method.

Original language	English
Title of host publication	2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	2924-2928
Number of pages	5
ISBN (Electronic)	9781467369978
DOIs	https://doi.org/10.1109/ICASSP.2015.7178506
State	Published - 4 Aug 2015

Publication series

Name	ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Volume	2015-August
ISSN (Print)	1520-6149

Bibliographical note

Publisher Copyright:
© 2015 IEEE.

Keywords

OFDM
massive MIMO
sparse channel

ASJC Scopus subject areas

Software
Signal Processing
Electrical and Electronic Engineering

Access to Document

10.1109/ICASSP.2015.7178506

Cite this

Masood, M., Afify, L. H., & Al-Naffouri, T. Y. (2015). Efficient collaborative sparse channel estimation in massive MIMO. In 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings (pp. 2924-2928). Article 7178506 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; Vol. 2015-August). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICASSP.2015.7178506

Masood, Mudassir ; Afify, Laila H. ; Al-Naffouri, Tareq Y. / Efficient collaborative sparse channel estimation in massive MIMO. 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 2924-2928 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

@inproceedings{76807f109fbd4d96ae9a993e9499aa06,

title = "Efficient collaborative sparse channel estimation in massive MIMO",

abstract = "We propose a method for estimation of sparse frequency selective channels within MIMO-OFDM systems. These channels are independently sparse and share a common support. The method estimates the impulse response for each channel observed by the antennas at the receiver. Estimation is performed in a coordinated manner by sharing minimal information among neighboring antennas to achieve results better than many contemporary methods. Simulations demonstrate the superior performance of the proposed method.",

keywords = "OFDM, massive MIMO, sparse channel",

author = "Mudassir Masood and Afify, \{Laila H.\} and Al-Naffouri, \{Tareq Y.\}",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.",

year = "2015",

month = aug,

day = "4",

doi = "10.1109/ICASSP.2015.7178506",

language = "English",

series = "ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings",

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Masood, M, Afify, LH & Al-Naffouri, TY 2015, Efficient collaborative sparse channel estimation in massive MIMO. in 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings., 7178506, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, vol. 2015-August, Institute of Electrical and Electronics Engineers Inc., pp. 2924-2928. https://doi.org/10.1109/ICASSP.2015.7178506

Efficient collaborative sparse channel estimation in massive MIMO. / Masood, Mudassir; Afify, Laila H.; Al-Naffouri, Tareq Y.
2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2015. p. 2924-2928 7178506 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; Vol. 2015-August).

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

TY - GEN

T1 - Efficient collaborative sparse channel estimation in massive MIMO

AU - Masood, Mudassir

AU - Afify, Laila H.

AU - Al-Naffouri, Tareq Y.

PY - 2015/8/4

Y1 - 2015/8/4

N2 - We propose a method for estimation of sparse frequency selective channels within MIMO-OFDM systems. These channels are independently sparse and share a common support. The method estimates the impulse response for each channel observed by the antennas at the receiver. Estimation is performed in a coordinated manner by sharing minimal information among neighboring antennas to achieve results better than many contemporary methods. Simulations demonstrate the superior performance of the proposed method.

AB - We propose a method for estimation of sparse frequency selective channels within MIMO-OFDM systems. These channels are independently sparse and share a common support. The method estimates the impulse response for each channel observed by the antennas at the receiver. Estimation is performed in a coordinated manner by sharing minimal information among neighboring antennas to achieve results better than many contemporary methods. Simulations demonstrate the superior performance of the proposed method.

KW - OFDM

KW - massive MIMO

KW - sparse channel

UR - https://www.scopus.com/pages/publications/84946066667

U2 - 10.1109/ICASSP.2015.7178506

DO - 10.1109/ICASSP.2015.7178506

M3 - Conference contribution

AN - SCOPUS:84946066667

T3 - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

SP - 2924

EP - 2928

BT - 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

ER -

Masood M, Afify LH, Al-Naffouri TY. Efficient collaborative sparse channel estimation in massive MIMO. In 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2015. p. 2924-2928. 7178506. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings). doi: 10.1109/ICASSP.2015.7178506

Efficient collaborative sparse channel estimation in massive MIMO

Abstract

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Bibliographical note

Keywords

ASJC Scopus subject areas

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