A two-stage approach for the estimation of multiple input multiple output acoustic channels

Xingyang Nie; Zhenduo Wang; Fengzhong Qu; Wen Xu; Liuqing Yang

doi:10.1109/ICSPCC.2014.6986329

A two-stage approach for the estimation of multiple input multiple output acoustic channels

Xingyang Nie
, Zhenduo Wang
, Fengzhong Qu
, Wen Xu
, Liuqing Yang

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

Abstract

Underwater acoustic communication (UWA) is a reliable way for data transmission in underwater environment, however, it is quite challenging due to its doubly spread characteristics as delay spread and Doppler spread. In this paper, a discrete-time channel input-output relationship for multiple-input-multiple-output (MIMO) single-carrier block transmissions is derived based on parameterization for amplitude and delay variations with polynomial fitting, where the mathematical model is characterized by a few parameter sets, transforming the estimation problem into estimation of the low-dimensional parameter sets. Then a two-stage sparse approach for delay-spread and Doppler-scale estimation of MIMO UWA channel is proposed, using orthogonal matching pursuit (OMP) algorithm to search on the delay-Doppler scale grid. The results of the proposed approach are further evaluated by simulations.

Original language	English (US)
Title of host publication	2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	905-912
Number of pages	8
ISBN (Electronic)	9781479952748
DOIs	https://doi.org/10.1109/ICSPCC.2014.6986329
State	Published - Dec 15 2014
Externally published	Yes
Event	2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014 - Guilin, Guangxi, China Duration: Aug 5 2014 → Aug 8 2014

Publication series

Name	2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014

Other

Other	2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014
Country/Territory	China
City	Guilin, Guangxi
Period	8/5/14 → 8/8/14

Bibliographical note

Publisher Copyright:
© 2014 IEEE.

Keywords

Multiple-input-multiple-output
Two-stage channel estimation
Underwater acoustic communication

Publisher link

10.1109/ICSPCC.2014.6986329

Find It

Find It at U of M Libraries

Cite this

Nie, X., Wang, Z., Qu, F., Xu, W., & Yang, L. (2014). A two-stage approach for the estimation of multiple input multiple output acoustic channels. In 2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014 (pp. 905-912). Article 6986329 (2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICSPCC.2014.6986329

A two-stage approach for the estimation of multiple input multiple output acoustic channels. / Nie, Xingyang; Wang, Zhenduo; Qu, Fengzhong et al.
2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014. Institute of Electrical and Electronics Engineers Inc., 2014. p. 905-912 6986329 (2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014).

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

Nie, X, Wang, Z, Qu, F, Xu, W & Yang, L 2014, A two-stage approach for the estimation of multiple input multiple output acoustic channels. in 2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014., 6986329, 2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014, Institute of Electrical and Electronics Engineers Inc., pp. 905-912, 2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014, Guilin, Guangxi, China, 8/5/14. https://doi.org/10.1109/ICSPCC.2014.6986329

Nie X, Wang Z, Qu F, Xu W, Yang L. A two-stage approach for the estimation of multiple input multiple output acoustic channels. In 2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014. Institute of Electrical and Electronics Engineers Inc. 2014. p. 905-912. 6986329. (2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014). doi: 10.1109/ICSPCC.2014.6986329

Nie, Xingyang ; Wang, Zhenduo ; Qu, Fengzhong et al. / A two-stage approach for the estimation of multiple input multiple output acoustic channels. 2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 905-912 (2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014).

@inproceedings{af686ee950c64354a3ae81328b90d886,

title = "A two-stage approach for the estimation of multiple input multiple output acoustic channels",

abstract = "Underwater acoustic communication (UWA) is a reliable way for data transmission in underwater environment, however, it is quite challenging due to its doubly spread characteristics as delay spread and Doppler spread. In this paper, a discrete-time channel input-output relationship for multiple-input-multiple-output (MIMO) single-carrier block transmissions is derived based on parameterization for amplitude and delay variations with polynomial fitting, where the mathematical model is characterized by a few parameter sets, transforming the estimation problem into estimation of the low-dimensional parameter sets. Then a two-stage sparse approach for delay-spread and Doppler-scale estimation of MIMO UWA channel is proposed, using orthogonal matching pursuit (OMP) algorithm to search on the delay-Doppler scale grid. The results of the proposed approach are further evaluated by simulations.",

keywords = "Multiple-input-multiple-output, Two-stage channel estimation, Underwater acoustic communication",

author = "Xingyang Nie and Zhenduo Wang and Fengzhong Qu and Wen Xu and Liuqing Yang",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014 ; Conference date: 05-08-2014 Through 08-08-2014",

year = "2014",

month = dec,

day = "15",

doi = "10.1109/ICSPCC.2014.6986329",

language = "English (US)",

series = "2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "905--912",

booktitle = "2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014",

}

TY - GEN

T1 - A two-stage approach for the estimation of multiple input multiple output acoustic channels

AU - Nie, Xingyang

AU - Wang, Zhenduo

AU - Qu, Fengzhong

AU - Xu, Wen

AU - Yang, Liuqing

PY - 2014/12/15

Y1 - 2014/12/15

N2 - Underwater acoustic communication (UWA) is a reliable way for data transmission in underwater environment, however, it is quite challenging due to its doubly spread characteristics as delay spread and Doppler spread. In this paper, a discrete-time channel input-output relationship for multiple-input-multiple-output (MIMO) single-carrier block transmissions is derived based on parameterization for amplitude and delay variations with polynomial fitting, where the mathematical model is characterized by a few parameter sets, transforming the estimation problem into estimation of the low-dimensional parameter sets. Then a two-stage sparse approach for delay-spread and Doppler-scale estimation of MIMO UWA channel is proposed, using orthogonal matching pursuit (OMP) algorithm to search on the delay-Doppler scale grid. The results of the proposed approach are further evaluated by simulations.

AB - Underwater acoustic communication (UWA) is a reliable way for data transmission in underwater environment, however, it is quite challenging due to its doubly spread characteristics as delay spread and Doppler spread. In this paper, a discrete-time channel input-output relationship for multiple-input-multiple-output (MIMO) single-carrier block transmissions is derived based on parameterization for amplitude and delay variations with polynomial fitting, where the mathematical model is characterized by a few parameter sets, transforming the estimation problem into estimation of the low-dimensional parameter sets. Then a two-stage sparse approach for delay-spread and Doppler-scale estimation of MIMO UWA channel is proposed, using orthogonal matching pursuit (OMP) algorithm to search on the delay-Doppler scale grid. The results of the proposed approach are further evaluated by simulations.

KW - Multiple-input-multiple-output

KW - Two-stage channel estimation

KW - Underwater acoustic communication

UR - https://www.scopus.com/pages/publications/84922623243

UR - https://www.scopus.com/pages/publications/84922623243#tab=citedBy

U2 - 10.1109/ICSPCC.2014.6986329

DO - 10.1109/ICSPCC.2014.6986329

M3 - Conference contribution

AN - SCOPUS:84922623243

T3 - 2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014

SP - 905

EP - 912

BT - 2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014

Y2 - 5 August 2014 through 8 August 2014

ER -

A two-stage approach for the estimation of multiple input multiple output acoustic channels

Abstract

Publication series

Other

Bibliographical note

Keywords

Publisher link

Find It

Other files and links

Fingerprint

Cite this