Block-Based Scheduling Algorithm for Layered Decoding of Block LDPC Codes

IEICE Transactions on Communications(2022)

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摘要
This paper proposes an efficient scheduling algorithm for the layered decoding of block low-density parity-check (LDPC) codes. To efficiently configure check node-based scheduling groups, the proposed algorithm utilizes the base matrix of the block LDPC code for a block-by -block scheduling group configuration; i.e., the proposed algorithm gener-ates a scheduling group of check nodes, satisfying the weight condition of the layered decoding, which is performed in block units (including several check nodes). Therefore, unlike the conventional scheduling algorithms performed in node units, the proposed algorithm can efficiently generate scheduling groups for layered decoding at low computational complexity and memory requirements. In addition, to accelerate the decoding conver-gence speed, check nodes are allocated in each scheduling group such that messages from check nodes up to the current group are delivered as evenly as possible to bit nodes. Simulation results confirm that the proposed algo-rithm can accelerate decoding convergence compared to other block-based scheduling algorithms for layered decoding of block LDPC codes.
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关键词
block LDPC, layered decoding, scheduling, decoding conver-gence
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