Performance analysis of sphere detection combined with the LDPC decoding

Xiao Peng; Satoshi Goto

doi:10.1109/CSPA.2009.5069222

Performance analysis of sphere detection combined with the LDPC decoding

Xiao Peng^*, Satoshi Goto

^*Corresponding author for this work

Waseda University

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

1 Citation (Scopus)

Abstract

In this paper, we investigate the low density parity-check (LDPC) decoding algorithms and the detection methods of the multiple-input multiple-output (MIMO) systems. For LDPC codes, min-sum and layered decoding algorithms are discussed, and for MIMO detection, the maximum likelihood (ML) decision based on the sphere decoding algorithm is mainly analyzed. Also, the performance of the combination of the channel coding and space time coding is presented, which use the preceding methods respectively. In this LDPC coded system, the log-likelihood ratio (LLR) is propagated from LDPC decoder to the MIMO detector and then fed back, which would increase the decoding efficiency.

Original language	English
Title of host publication	Proceedings of 2009 5th International Colloquium on Signal Processing and Its Applications, CSPA 2009
Pages	228-232
Number of pages	5
DOIs	https://doi.org/10.1109/CSPA.2009.5069222
Publication status	Published - 2009
Event	2009 5th International Colloquium on Signal Processing and Its Applications, CSPA 2009 - Kuala Lumpur Duration: 2009 Mar 6 → 2009 Mar 8

Other

Other	2009 5th International Colloquium on Signal Processing and Its Applications, CSPA 2009
City	Kuala Lumpur
Period	09/3/6 → 09/3/8

ASJC Scopus subject areas

Computational Theory and Mathematics
Computer Science Applications
Computer Vision and Pattern Recognition
Signal Processing

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10.1109/CSPA.2009.5069222

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Peng, X & Goto, S 2009, Performance analysis of sphere detection combined with the LDPC decoding. in Proceedings of 2009 5th International Colloquium on Signal Processing and Its Applications, CSPA 2009., 5069222, pp. 228-232, 2009 5th International Colloquium on Signal Processing and Its Applications, CSPA 2009, Kuala Lumpur, 09/3/6. https://doi.org/10.1109/CSPA.2009.5069222

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title = "Performance analysis of sphere detection combined with the LDPC decoding",

abstract = "In this paper, we investigate the low density parity-check (LDPC) decoding algorithms and the detection methods of the multiple-input multiple-output (MIMO) systems. For LDPC codes, min-sum and layered decoding algorithms are discussed, and for MIMO detection, the maximum likelihood (ML) decision based on the sphere decoding algorithm is mainly analyzed. Also, the performance of the combination of the channel coding and space time coding is presented, which use the preceding methods respectively. In this LDPC coded system, the log-likelihood ratio (LLR) is propagated from LDPC decoder to the MIMO detector and then fed back, which would increase the decoding efficiency.",

author = "Xiao Peng and Satoshi Goto",

year = "2009",

doi = "10.1109/CSPA.2009.5069222",

language = "English",

isbn = "9781424441501",

pages = "228--232",

booktitle = "Proceedings of 2009 5th International Colloquium on Signal Processing and Its Applications, CSPA 2009",

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AB - In this paper, we investigate the low density parity-check (LDPC) decoding algorithms and the detection methods of the multiple-input multiple-output (MIMO) systems. For LDPC codes, min-sum and layered decoding algorithms are discussed, and for MIMO detection, the maximum likelihood (ML) decision based on the sphere decoding algorithm is mainly analyzed. Also, the performance of the combination of the channel coding and space time coding is presented, which use the preceding methods respectively. In this LDPC coded system, the log-likelihood ratio (LLR) is propagated from LDPC decoder to the MIMO detector and then fed back, which would increase the decoding efficiency.

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BT - Proceedings of 2009 5th International Colloquium on Signal Processing and Its Applications, CSPA 2009

T2 - 2009 5th International Colloquium on Signal Processing and Its Applications, CSPA 2009

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ER -

Performance analysis of sphere detection combined with the LDPC decoding

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