失真侧信息的信息嵌入

A. Khisti, E. Martinian, G. Wornell
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引用次数: 5

摘要

我们使用失真侧信息(DSI)框架来研究当编码器利用源样本的灵敏度时信息嵌入的增益。我们对高斯源模型的研究将Costa的脏纸编码结果扩展到权重仅为发射机所知的加权功率约束的情况。针对这一问题,提出了一种基于固定码本可变分割码的编码方案。我们还提出了另一种利用DSI知识的编码方案,并且对故意攻击具有鲁棒性。最后,我们研究了在解码器处考虑可靠性侧信息的Wyner-Ziv编码的相关问题。后一种设置说明,固定的码本可变分割码也可能是依赖于传统失真度量的系统的基础
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Information Embedding with Distortion Side Information
We use the distortion side information (DSI) framework to study the gains in information embedding when the encoder exploits sensitivity of the source samples. Our study for the Gaussian source model extends the dirty paper coding result by Costa to the case of a weighted power constraint with the weights only known to the transmitter. A coding scheme based on fixed codebook variable-partition codes is presented for this problem. We also present another coding scheme that exploits the knowledge of DSI and is robust against intentional attacks. Finally, we study a related problem of Wyner-Ziv coding with reliability side information (RSI) at the decoder. This latter setup illustrates that fixed codebook variable-partition codes could also be fundamental in systems that rely on conventional distortion measures
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