In this paper, a systematic approach is proposed to develop a high throughput decoder for quasi-cyclic low-density parity check (LDPC) codes, whose parity check matrix is constructed by circularly shifted identity matrices. Based on the properties of quasi-cyclic LDPC codes, the two stages of belief propagation decoding algorithm, namely, check node update and variable node update, could be overlapped and thus the overall decoding latency is reduced. To avoid the memory access conflict, the maximum concurrency of the two stages is explored by a novel scheduling algorithm. Consequently, the decoding throughput could be increased by about twice assuming dual-port memory is available.
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Chen et al. (2004) studied this question.
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