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Robust image transmission with rate-compatible low-density parity-check codes over noisy channels.

机译:在噪声通道上使用速率兼容的低密度奇偶校验码进行鲁棒的图像传输。

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摘要

Rate-Compatible Low-Density Parity-Check (RC-LDPC) codes are proposed to provide unequal error protection (UEP) for robust and efficient transmission of progressively compressed images over noisy channels. The total bit budget is partitioned between the source and channel coding, and the optimal rates are assigned to source encoded packets with a trellis-based rate-allocation algorithm using a forward error correction (FEC) scheme. We propose an improved rate-allocation algorithm by which the speed could be increased up to about three orders of magnitude due to the reduction in the complexity of the trellis. Simulation results based on Joint Photographic Experts Group (JPEG) 2000 and set partitioning in hierarchical trees (SPIHT) source encoders show that the proposed FEC schemes over binary symmetric channel (BSC) outperforms similar schemes based on turbo codes and irregular repeat-accumulate codes by up to about 1.1 dB and 1 dB in the expected peak signal-to-noise ratio (PSNR) of reconstructed images. Moreover, the proposed FEC scheme achieves up to about 1.7 dB and 3 dB improvements over EEP and UEP with product codes respectively over Rayleigh fading channel. For applications where delay is not a major concern, we present an alternative UEP scheme using automatic repeat request (ARQ), where parity check bits are incrementally appended until source packets are correctly recovered.
机译:提出了速率兼容的低密度奇偶校验(RC-LDPC)码,以提供不等错误保护(UEP),以在噪声通道上稳健而高效地传输渐进压缩图像。总比特预算在源编码和信道编码之间分配,并且使用前向纠错(FEC)方案的基于网格的速率分配算法将最佳速率分配给源编码的数据包。我们提出了一种改进的速率分配算法,由于降低了网格的复杂性,因此可以将速度提高到大约三个数量级。基于联合图像专家组(JPEG)2000和分层树中的集划分(SPIHT)源编码器的仿真结果表明,所提出的基于二进制对称信道(BSC)的FEC方案优于基于Turbo码和不规则重复累积码的相似方案。重构图像的预期峰值信噪比(PSNR)高达约1.1 dB和1 dB。而且,所提出的FEC方案在具有瑞利衰落信道上的乘积码的EEP和UEP上分别达到了约1.7dB和3dB的改进。对于延迟不是主要问题的应用,我们提出了一种使用自动重发请求(ARQ)的替代UEP方案,其中奇偶校验位被增量添加,直到正确恢复源数据包为止。

著录项

  • 作者

    Pan, Xiang.;

  • 作者单位

    Carleton University (Canada).;

  • 授予单位 Carleton University (Canada).;
  • 学科 Engineering Electronics and Electrical.
  • 学位 M.A.Sc.
  • 年度 2005
  • 页码 89 p.
  • 总页数 89
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 无线电电子学、电信技术;
  • 关键词

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