具有记忆的衰落源和具有相关噪声的广播信道的线性模拟编码

P. Yahampath
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引用次数: 0

摘要

研究了瑞利衰落信道上相关高斯源无编码器侧信道状态信息(CSI)的鲁棒线性模拟分组编码。该编码器的最小均方误差,平均在一个解码器的集合,其信道增益是从指数分布得出的推导。这个编码器不需要CSI。将其与基于变换源编码的csi自适应分离源信道编码系统以及针对解码器集成优化的基于矢量量化的非自适应混合数模(HDA)系统进行了比较。数值结果表明,随着源相关和信道噪声相关的增加,最优线性模拟分组编码系统的性能明显优于HDA系统。
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On linear analog coding of sources with memory over fading and broadcast channels with correlated noise
Robust linear analog block coding of a correlated Gaussian source over a Rayleigh fading channel, without encoderside channel-state information (CSI) is investigated. The encoder which minimizes the minimum mean square error, averaged over an ensemble of decoders whose channel gains are drawn from an exponential distribution is derived. This encoder does not require CSI. It is compared with a CSI-adaptive, separate sourcechannel coding system based on transform source coding, as well as, with a non-adaptive vector quantization-based hybrid digital-analog (HDA) system optimized to the decoder ensemble. Numerical results show that optimal linear analog block coding system substantially outperforms the HDA system as the source correlation and channel-noise correlation increases.
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