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A progressive edge growth algorithm for bit mapping design of LDPC coded BICM schemes

机译:LDPC编码BICM方案位映射设计的渐进边缘增长算法。

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In this paper, we consider the design of the bit mapping in low-density parity-check (LDPC) coded bit-interleaved coded modulation (BICM) schemes. We introduce a two-layer bipartite graph to represent the LDPC coded BICM scheme where a new bit mapping graph linking sub-channels to variable nodes (VNs) is added to the conventional Tanner graph. We propose a progressive edge growth (PEG) algorithm to design the bit mapping for the BICM scheme. The design paradigm is to provide more protections to the VNs that are allocated to the sub-channels with the lowest mutual information. We define a novel concept of unreliable depth profile to classify the reliability of the VNs. By connecting more reliable edges to the least reliable VNs, we can significantly improve the reliable edge distribution for the unreliable VNs, thus improve the extrinsic information in the iterative decoding. The proposed bit mapping algorithm is employed for the design of the LDPC coded BICM with 64-QAM and 256-QAM. Simulation results show that the proposed design can considerably improve the error performance, compared to the conventional consecutive bit mapping strategy.
机译:在本文中,我们考虑了低密度奇偶校验(LDPC)编码的比特交织编码调制(BICM)方案中的位映射设计。我们引入了两层二部图来表示LDPC编码的BICM方案,其中将链接子通道与可变节点(VN)的新位映射图添加到常规Tanner图中。我们提出了一种渐进边缘增长(PEG)算法来设计BICM方案的位映射。设计范例是为分配给具有最低互信息的子信道的VN提供更多保护。我们定义了不可靠的深度剖面的新概念,以对VN的可靠性进行分类。通过将更可靠的边缘连接到最不可靠的VN,我们可以显着改善不可靠VN的可靠边缘分布,从而改善迭代解码中的外部信息。所提出的比特映射算法被用于具有64-QAM和256-QAM的LDPC编码的BICM的设计。仿真结果表明,与传统的连续位映射策略相比,所提出的设计可以显着提高错误性能。

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