并行衰落信道上均匀分布信源的分层信信道编码

Hieu T. Nguyen, T. Ramstad, I. Balasingham
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引用次数: 0

摘要

提出了一种具有连续幅值的时间离散信号在并行衰落信道上的鲁棒高效传输方案。一个源样本块被分解成N层,即所谓的分层源编码器。每一层都在它自己的衰落子信道上传输。采用端到端均方误差(MSE)失真作为性能指标,包括量化过程、有损压缩和信道误差引起的失真。我们推导了一种跨层的功率分配策略,以最小化端到端的MSE失真。该传输方案比熵约束的信源信道编码方案具有更高的鲁棒性。此外,在带宽压缩的情况下,在给定的信噪比下,该传输方案所需的传输功率远低于熵约束方案。这种省电对电池供电设备的无线通信意义重大。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Layered source-channel coding for uniformly distributed sources over parallel fading channels
In this paper, a robust and power-efficient transmission scheme of a time-discrete signal with continuous amplitude over parallel fading channels is proposed. A block of source samples is decomposed into N layers, so-called layered source coder. Each layer is transmitted over its own fading subchannel. The end-to-end mean square error (MSE) distortion, including distortion caused by the quantization process, the lossy compression, and channel errors, is adopted as the performance metric. We derive a power allocation strategy across the layers to minimize the end-to-end MSE distortion. The proposed transmission scheme gives higher robustness over the entropy-constrained source-channel coding scheme. In addition, the proposed transmission scheme requires much lower transmission power for a given source signal to noise ratio (SNRs) than the entropy-constrained scheme in the case of bandwidth compression. This power saving is meaningful for wireless communications with battery-operated devices.
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