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Universal coding for correlated sources with linked encoders

机译:使用链接编码器对相关源进行通用编码

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On the coding for correlated sources we extend the Slepian-Wolf (1973) data compression system (called the SW system) to define a new system (called the SWL system), where two separate encoders of the SW system are mutually linked. Determining the optimal error exponent for all rates inside the admissible rate region remains an open problem for the SW system. We completely solve this problem for the SWL system, and show that the optimal exponents can be achieved by universal codes. Furthermore, it is shown that the linkage of two encoders does not extend the admissible rate region and does not even improve the exponent of correct decoding outside this region. The zero error data transmission problem for the SWL system is also considered. We determine the zero error rate region, the admissible rate region under the condition that the decoding error probability is strictly zero, and show that this region can be attained by universal codes. Furthermore, we make it clear that the linkage of encoders enlarges the zero error rate region. It is interesting to note that the above results for the SWL system correspond in some sense to the previous results for the discrete memoryless channel with feedback.
机译:在对相关源进行编码时,我们扩展了Slepian-Wolf(1973)数据压缩系统(称为SW系统),以定义新系统(称为SWL系统),其中SW系统的两个单独的编码器相互链接。对于容许速率区域内的所有速率,确定最佳误差指数仍然是软件系统的一个未解决的问题。我们完全解决了SWL系统的这一问题,并表明可以通过通用代码来实现最佳指数。此外,示出了两个编码器的联动没有扩展容许速率区域,并且甚至没有改善该区域之外的正确解码的指数。还考虑了SWL系统的零错误数据传输问题。我们在解码错误概率严格为零的条件下,确定了零错误率区域,即容许率区域,并表明该区域可以通过通用码来实现。此外,我们明确指出,编码器的链接扩大了零错误率区域。有趣的是,SWL系统的上述结果在某种意义上与带反馈的离散无记忆通道的先前结果相对应。

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