Source Broadcasting to the Masses: Separation has a Bounded Loss

Uri Mendlovic; Meir Feder

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arXiv · 1309.1976

Source Broadcasting to the Masses: Separation has a Bounded Loss

Uri Mendlovic·Meir Feder

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Abstract

This work discusses the source broadcasting problem, i.e. transmitting a source to many receivers via a broadcast channel. The optimal rate-distortion region for this problem is unknown. The separation approach divides the problem into two complementary problems: source successive refinement and broadcast channel transmission. We provide bounds on the loss incorporated by applying time-sharing and separation in source broadcasting. If the broadcast channel is degraded, it turns out that separation-based time-sharing achieves at least a factor of the joint source-channel optimal rate, and this factor has a positive limit even if the number of receivers increases to infinity. For the AWGN broadcast channel a better bound is introduced, implying that all achievable joint source-channel schemes have a rate within one bit of the separation-based achievable rate region for two receivers, or within $\log_2 T$ bits for $T$ receivers.

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BibTeX RIS

Uri Mendlovic, Meir Feder. 2014-01-20. Source Broadcasting to the Masses: Separation has a Bounded Loss. https://arxiv.org/abs/1309.1976

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