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Designing Protograph-Based Quasi-Cyclic Spatially Coupled LDPC Codes With Large Girth | IEEE Journals & Magazine | IEEE Xplore

Designing Protograph-Based Quasi-Cyclic Spatially Coupled LDPC Codes With Large Girth


Abstract:

Spatially coupled (SC) low-density parity-check (LDPC) codes can achieve capacity approaching performance with low message recovery latency when using sliding window (SW)...Show More

Abstract:

Spatially coupled (SC) low-density parity-check (LDPC) codes can achieve capacity approaching performance with low message recovery latency when using sliding window (SW) decoding. An SC-LDPC code constructed from a protograph can be generated by first coupling a chain of block protographs and then lifting the coupled protograph using permutation matrices. In this paper, we introduce a systematic design to eliminate 4-cycles in a coupled protograph. Further using a quasi-cyclic (QC) lifting, we introduce a procedure for constructing QC-SC-LDPC codes of girth at least eight. This can be interpreted as a multi-stage graph lifting process that yields a greater flexibility in designing QC-SC-LDPC codes with a large girth than previous approaches. Simulation results show the design leads to improved decoding performance, particularly in the error floor, compared to random constructions. Finally, we determine the minimum coupling width required to eliminate 4-cycles in a coupled protograph.
Published in: IEEE Transactions on Communications ( Volume: 68, Issue: 9, September 2020)
Page(s): 5326 - 5337
Date of Publication: 09 June 2020

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