Bidirectional blind equalization based on the constant modulus and subspace-based algorithms

Junyi Xi; Shefeng Yan; Lijun Xu; Jing Tian

doi:10.1109/ICSPCC.2015.7338787

Bidirectional blind equalization based on the constant modulus and subspace-based algorithms

Junyi Xi, Shefeng Yan, Lijun Xu, Jing Tian

CAS - Institute of Acoustics

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

4 Citations (Scopus)

Abstract

A bidirectional blind equalization based on the constant modulus algorithm (CMA) and subspace-based algorithm (SBA) is proposed in this paper. Without any training sequence or channel estimation, blind equalization improves the transmission efficiency significantly in underwater acoustic communications. The combining scheme in which two outputs run in opposite directions exploits the diversity and suppresses the error propagation. Moreover, a single-input multiple-output (SIMO) system is adopted in the algorithm to obtain the multiple receivers diversity gain and achieves a much better performance. The simulation results demonstrate that the proposed bidirectional CMA shows much better performance in a high SNR than that in a low SNR, and the bidirectional SBA outperforms the conventional method by approximately 2dB in BPSK system and 2.5dB in QPSK system.

Original language	English
Title of host publication	2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781479989188
DOIs	https://doi.org/10.1109/ICSPCC.2015.7338787
Publication status	Published - 25 Nov 2015
Externally published	Yes
Event	5th IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015 - Ningbo, Zhejiang, China Duration: 19 Sept 2015 → 22 Sept 2015

Publication series

Name	2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015

Conference

Conference	5th IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015
Country/Territory	China
City	Ningbo, Zhejiang
Period	19/09/15 → 22/09/15

Keywords

Bidirectional operation
blind equalization
constant modulus algorithm (CMA)
single-input multiple-output (SIMO)
subspace-based algorithm (SBA)

Access to Document

10.1109/ICSPCC.2015.7338787

Cite this

Xi, J., Yan, S., Xu, L., & Tian, J. (2015). Bidirectional blind equalization based on the constant modulus and subspace-based algorithms. In 2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015 Article 7338787 (2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICSPCC.2015.7338787

Xi, Junyi ; Yan, Shefeng ; Xu, Lijun et al. / Bidirectional blind equalization based on the constant modulus and subspace-based algorithms. 2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015. Institute of Electrical and Electronics Engineers Inc., 2015. (2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015).

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title = "Bidirectional blind equalization based on the constant modulus and subspace-based algorithms",

abstract = "A bidirectional blind equalization based on the constant modulus algorithm (CMA) and subspace-based algorithm (SBA) is proposed in this paper. Without any training sequence or channel estimation, blind equalization improves the transmission efficiency significantly in underwater acoustic communications. The combining scheme in which two outputs run in opposite directions exploits the diversity and suppresses the error propagation. Moreover, a single-input multiple-output (SIMO) system is adopted in the algorithm to obtain the multiple receivers diversity gain and achieves a much better performance. The simulation results demonstrate that the proposed bidirectional CMA shows much better performance in a high SNR than that in a low SNR, and the bidirectional SBA outperforms the conventional method by approximately 2dB in BPSK system and 2.5dB in QPSK system.",

keywords = "Bidirectional operation, blind equalization, constant modulus algorithm (CMA), single-input multiple-output (SIMO), subspace-based algorithm (SBA)",

author = "Junyi Xi and Shefeng Yan and Lijun Xu and Jing Tian",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 5th IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015 ; Conference date: 19-09-2015 Through 22-09-2015",

year = "2015",

month = nov,

day = "25",

doi = "10.1109/ICSPCC.2015.7338787",

language = "English",

series = "2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015",

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

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Xi, J, Yan, S , Xu, L & Tian, J 2015, Bidirectional blind equalization based on the constant modulus and subspace-based algorithms. in 2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015., 7338787, 2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015, Institute of Electrical and Electronics Engineers Inc., 5th IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015, Ningbo, Zhejiang, China, 19/09/15. https://doi.org/10.1109/ICSPCC.2015.7338787

Bidirectional blind equalization based on the constant modulus and subspace-based algorithms. / Xi, Junyi; Yan, Shefeng ; Xu, Lijun et al.
2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015. Institute of Electrical and Electronics Engineers Inc., 2015. 7338787 (2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015).

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

TY - GEN

T1 - Bidirectional blind equalization based on the constant modulus and subspace-based algorithms

AU - Xi, Junyi

AU - Yan, Shefeng

AU - Xu, Lijun

AU - Tian, Jing

PY - 2015/11/25

Y1 - 2015/11/25

N2 - A bidirectional blind equalization based on the constant modulus algorithm (CMA) and subspace-based algorithm (SBA) is proposed in this paper. Without any training sequence or channel estimation, blind equalization improves the transmission efficiency significantly in underwater acoustic communications. The combining scheme in which two outputs run in opposite directions exploits the diversity and suppresses the error propagation. Moreover, a single-input multiple-output (SIMO) system is adopted in the algorithm to obtain the multiple receivers diversity gain and achieves a much better performance. The simulation results demonstrate that the proposed bidirectional CMA shows much better performance in a high SNR than that in a low SNR, and the bidirectional SBA outperforms the conventional method by approximately 2dB in BPSK system and 2.5dB in QPSK system.

AB - A bidirectional blind equalization based on the constant modulus algorithm (CMA) and subspace-based algorithm (SBA) is proposed in this paper. Without any training sequence or channel estimation, blind equalization improves the transmission efficiency significantly in underwater acoustic communications. The combining scheme in which two outputs run in opposite directions exploits the diversity and suppresses the error propagation. Moreover, a single-input multiple-output (SIMO) system is adopted in the algorithm to obtain the multiple receivers diversity gain and achieves a much better performance. The simulation results demonstrate that the proposed bidirectional CMA shows much better performance in a high SNR than that in a low SNR, and the bidirectional SBA outperforms the conventional method by approximately 2dB in BPSK system and 2.5dB in QPSK system.

KW - Bidirectional operation

KW - blind equalization

KW - constant modulus algorithm (CMA)

KW - single-input multiple-output (SIMO)

KW - subspace-based algorithm (SBA)

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U2 - 10.1109/ICSPCC.2015.7338787

DO - 10.1109/ICSPCC.2015.7338787

M3 - Conference contribution

AN - SCOPUS:84960968329

T3 - 2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015

BT - 2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 5th IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015

Y2 - 19 September 2015 through 22 September 2015

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Xi J, Yan S , Xu L, Tian J. Bidirectional blind equalization based on the constant modulus and subspace-based algorithms. In 2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015. Institute of Electrical and Electronics Engineers Inc. 2015. 7338787. (2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015). doi: 10.1109/ICSPCC.2015.7338787

Bidirectional blind equalization based on the constant modulus and subspace-based algorithms

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