Abstract
In this paper, we propose a new method to design low-density parity-check Hadamard (LDPC-Hadamard) codes - a type of ultimate-Shannon-limit approaching channel codes. The technique is based on applying Hadamard constraints to the check nodes in a generalized protograph-based LDPC code, followed by lifting the generalized protograph. We name the codes formed protograph-based LDPC Hadamard (PLDPC-Hadamard) codes. We also propose a modified Protograph Extrinsic Information Transfer (PEXIT) algorithm for analyzing and optimizing PLDPC-Hadamard code designs. The proposed algorithm further allows the analysis of PLDPC-Hadamard codes with degree- 1 and/or punctured nodes. We find codes with decoding thresholds ranging from -1.53 dB to -1.42 dB. At a BER of 10-5, the gaps of our codes to the ultimate-Shannon-limit range from 0.40 dB (for rate = 0.0494) to 0.16 dB (for rate = 0.003). Moreover, the error performance of our codes is comparable to that of the traditional LDPC-Hadamard codes. Finally, the BER performances of our codes after puncturing are simulated and compared.
Original language | English |
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Article number | 9424609 |
Pages (from-to) | 4998-5013 |
Number of pages | 16 |
Journal | IEEE Transactions on Communications |
Volume | 69 |
Issue number | 8 |
DOIs | |
Publication status | Published - Aug 2021 |
Keywords
- PEXIT algorithm
- PLDPC-Hadamard code
- Protograph LDPC code
- ultimate Shannon limit
ASJC Scopus subject areas
- Electrical and Electronic Engineering