Novel modified min-sum decoding algorithm for low-density parity-check codes

(整期优先)网络出版时间:2010-04-14
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Theproblemofimprovingtheperformanceofmin-sumdecodingoflow-densityparity-check(LDPC)codesisconsideredinthispaper.Basedonmin-sumalgorithm,anovelmodifiedmin-sumdecodingalgorithmforLDPCcodesisproposed.Theproposedalgorithmmodifiesthevariablenodemessageintheiterationprocessbyaveragingthenewmessageandpreviousmessageiftheirsignsaredifferent.Comparedwiththestandardmin-sumalgorithm,themodificationisachievedwithonlyasmallincreaseincomplexity,butsignificantlyimprovesdecodingperformanceforbothregularandirregularLDPCcodes.Simulationresultsshowthattheperformanceofourmodifieddecodingalgorithmisveryclosetothatofthestandardsum-productalgorithmformoderatelengthLDPCcodes.