Distributed punctured LDPC coding scheme using novel shuffled decoding for MIMO relay channels

Nanfan Qiu, Xiao Peng, Yichao Lu, Satoshi Goto

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

Abstract

We propose a distributed punctured LDPC coding scheme to approach the theoretical limit for half-duplex MIMO relay channels. Distributed punctured LDPC coding scheme only requires the design of mother code which avoids complicated joint signal design in previous LDPC schemes [6],[7]. For punctured LDPC decoding, shuffled decoding algorithm proposed in [4] can provide good performance, however traditional BP decoding algorithm should also be used for calculating recoverability. Therefore we propose a low complexity algorithm to calculate the recoverability of punctured variable nodes which can reduce nearly 90% computational time compared with [4]. Furthermore, soft information relaying protocol is adopted to allow relay forwarding soft messages to destination. By this method, LLR values received at the destination will become more reliable. The simulation results verify that our proposed methods can achieve better performance comparing with previous reported methods in literature.

Original languageEnglish
Title of host publicationEuropean Signal Processing Conference
Pages1404-1408
Number of pages5
Publication statusPublished - 2012
Event20th European Signal Processing Conference, EUSIPCO 2012 - Bucharest
Duration: 2012 Aug 272012 Aug 31

Other

Other20th European Signal Processing Conference, EUSIPCO 2012
CityBucharest
Period12/8/2712/8/31

Fingerprint

MIMO systems
Decoding

Keywords

  • MIMO communication
  • Punctured LDPC Codes
  • shuffled decoding
  • soft information relaying

ASJC Scopus subject areas

  • Signal Processing
  • Electrical and Electronic Engineering

Cite this

Qiu, N., Peng, X., Lu, Y., & Goto, S. (2012). Distributed punctured LDPC coding scheme using novel shuffled decoding for MIMO relay channels. In European Signal Processing Conference (pp. 1404-1408). [6333910]

Distributed punctured LDPC coding scheme using novel shuffled decoding for MIMO relay channels. / Qiu, Nanfan; Peng, Xiao; Lu, Yichao; Goto, Satoshi.

European Signal Processing Conference. 2012. p. 1404-1408 6333910.

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

Qiu, N, Peng, X, Lu, Y & Goto, S 2012, Distributed punctured LDPC coding scheme using novel shuffled decoding for MIMO relay channels. in European Signal Processing Conference., 6333910, pp. 1404-1408, 20th European Signal Processing Conference, EUSIPCO 2012, Bucharest, 12/8/27.
Qiu N, Peng X, Lu Y, Goto S. Distributed punctured LDPC coding scheme using novel shuffled decoding for MIMO relay channels. In European Signal Processing Conference. 2012. p. 1404-1408. 6333910
Qiu, Nanfan ; Peng, Xiao ; Lu, Yichao ; Goto, Satoshi. / Distributed punctured LDPC coding scheme using novel shuffled decoding for MIMO relay channels. European Signal Processing Conference. 2012. pp. 1404-1408
@inproceedings{dbae346286fe40f7a3848114f4d7d221,
title = "Distributed punctured LDPC coding scheme using novel shuffled decoding for MIMO relay channels",
abstract = "We propose a distributed punctured LDPC coding scheme to approach the theoretical limit for half-duplex MIMO relay channels. Distributed punctured LDPC coding scheme only requires the design of mother code which avoids complicated joint signal design in previous LDPC schemes [6],[7]. For punctured LDPC decoding, shuffled decoding algorithm proposed in [4] can provide good performance, however traditional BP decoding algorithm should also be used for calculating recoverability. Therefore we propose a low complexity algorithm to calculate the recoverability of punctured variable nodes which can reduce nearly 90{\%} computational time compared with [4]. Furthermore, soft information relaying protocol is adopted to allow relay forwarding soft messages to destination. By this method, LLR values received at the destination will become more reliable. The simulation results verify that our proposed methods can achieve better performance comparing with previous reported methods in literature.",
keywords = "MIMO communication, Punctured LDPC Codes, shuffled decoding, soft information relaying",
author = "Nanfan Qiu and Xiao Peng and Yichao Lu and Satoshi Goto",
year = "2012",
language = "English",
isbn = "9781467310680",
pages = "1404--1408",
booktitle = "European Signal Processing Conference",

}

TY - GEN

T1 - Distributed punctured LDPC coding scheme using novel shuffled decoding for MIMO relay channels

AU - Qiu, Nanfan

AU - Peng, Xiao

AU - Lu, Yichao

AU - Goto, Satoshi

PY - 2012

Y1 - 2012

N2 - We propose a distributed punctured LDPC coding scheme to approach the theoretical limit for half-duplex MIMO relay channels. Distributed punctured LDPC coding scheme only requires the design of mother code which avoids complicated joint signal design in previous LDPC schemes [6],[7]. For punctured LDPC decoding, shuffled decoding algorithm proposed in [4] can provide good performance, however traditional BP decoding algorithm should also be used for calculating recoverability. Therefore we propose a low complexity algorithm to calculate the recoverability of punctured variable nodes which can reduce nearly 90% computational time compared with [4]. Furthermore, soft information relaying protocol is adopted to allow relay forwarding soft messages to destination. By this method, LLR values received at the destination will become more reliable. The simulation results verify that our proposed methods can achieve better performance comparing with previous reported methods in literature.

AB - We propose a distributed punctured LDPC coding scheme to approach the theoretical limit for half-duplex MIMO relay channels. Distributed punctured LDPC coding scheme only requires the design of mother code which avoids complicated joint signal design in previous LDPC schemes [6],[7]. For punctured LDPC decoding, shuffled decoding algorithm proposed in [4] can provide good performance, however traditional BP decoding algorithm should also be used for calculating recoverability. Therefore we propose a low complexity algorithm to calculate the recoverability of punctured variable nodes which can reduce nearly 90% computational time compared with [4]. Furthermore, soft information relaying protocol is adopted to allow relay forwarding soft messages to destination. By this method, LLR values received at the destination will become more reliable. The simulation results verify that our proposed methods can achieve better performance comparing with previous reported methods in literature.

KW - MIMO communication

KW - Punctured LDPC Codes

KW - shuffled decoding

KW - soft information relaying

UR - http://www.scopus.com/inward/record.url?scp=84869775091&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84869775091&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:84869775091

SN - 9781467310680

SP - 1404

EP - 1408

BT - European Signal Processing Conference

ER -