Spatially Coupled PLDPC-Hadamard Convolutional Codes

Peng W. Zhang, Francis C.M. Lau, Chiu W. Sham

Research output: Journal article publicationJournal articleAcademic researchpeer-review

3 Citations (Scopus)

Abstract

We propose a new type of ultimate-Shannon-limit-approaching codes called spatially coupled protograph-based low-density parity-check Hadamard convolutional codes (SC-PLDPCH-CCs), which are constructed by spatially coupling PLDPC-Hadamard block codes. We develop an efficient decoding algorithm that combines pipeline decoding and layered scheduling for the decoding of SC-PLDPCH-CCs, and analyze the latency and complexity of the decoder. To estimate the decoding thresholds of SC-PLDPCH-CCs, we first propose a layered protograph extrinsic information transfer (PEXIT) algorithm to evaluate the thresholds of spatially coupled PLDPC-Hadamard terminated codes (SC-PLDPCH-TDCs) with a moderate coupling length. With the use of the proposed layered PEXIT method, we develop a genetic algorithm to find good SC-PLDPCH-TDCs in a systematic way. Then we extend the coupling length of these SC-PLDPCH-TDCs to form good SC-PLDPCH-CCs. Results show that our constructed SC-PLDPCH-CCs can achieve comparable thresholds to the block code counterparts. Simulations illustrate the superiority of the SC-PLDPCH-CCs over the block code counterparts and other state-of-the-art low-rate codes in terms of error performance. For the rate-0.00295 SC-PLDPCH-CC, a bit error rate of 10-5 is achieved at <italic>Eb</italic>/<italic>N</italic>0 = -1.465 dB, which is only 0.125 dB from the ultimate Shannon limit.

Original languageEnglish
Article number9841586
Pages (from-to)5724 - 5741
Number of pages18
JournalIEEE Transactions on Communications
Volume70
Issue number9
DOIs
Publication statusPublished - 1 Sept 2022

Keywords

  • Block codes
  • Codes
  • Convolutional codes
  • Couplings
  • Decoding
  • Error correction
  • Error correction codes
  • PEXIT algorithm
  • PLDPC-Hadamard code
  • Protograph LDPC code
  • spatially coupled PLDPC codes
  • spatially coupled PLDPC Hadamard codes
  • ultimate Shannon limit

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

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