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Distributed and cascade lossy source coding with a side information 'vending machine'

机译:具有辅助信息“自动售货机”的分布式和级联有损源代码

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Source coding with a side information "vending machine" is a recently proposed framework in which the statistical relationship between the side information available at the decoder and the source sequence can be controlled by the decoder based on the message received from the encoder. In this paper, the characterization of the optimal rate-distortion performance as a function of the cost associated with the control actions is extended from the previously studied point-to-point set-up to two multiterminal models. First, a distributed source coding model is studied, in which two encoders communicate over rate-limited links to a decoder, whose side information can be controlled based on the control actions selected by one of the encoders. The rate-distortion-cost region is characterized under the assumption of lossless reconstruction of the source encoded by the node that does not control the side information. Then, a three-node cascade scenario is investigated, in which the last node has controllable side information. The rate-distortion-cost region is derived for general distortion requirements and under the assumption of "causal" availability of side information at the last node.
机译:具有辅助信息“自动售货机”的源编码是最近提出的框架,其中解码器可以基于从编码器接收到的消息来控制在解码器处可用的辅助信息与源序列之间的统计关系。在本文中,最佳速率失真性能作为与控制动作相关的成本的函数的特征从先前研究的点对点设置扩展到两个多端子模型。首先,研究了一种分布式源编码模型,其中两个编码器通过速率受限的链接与解码器通信,该解码器的边信息可以根据其中一个编码器选择的控制动作进行控制。速率失真成本区域的特征是在不控制辅助信息的节点编码的源的无损重构的假设下进行的。然后,研究了三节点级联方案,其中最后一个节点具有可控制的辅助信息。速率失真成本区域是针对一般失真要求而得出的,并且假设在最后一个节点上边信息的“因果”可用性。

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