2007 · 19 citations · 4 references
EngineeringComputer ScienceElectrical EngineeringDigital CommunicationInformation TheoryWireless CommunicationsChannel CodingCoding TheoryData CompressionError-correcting CodesRate-distortion TheorySource CodingBandwidthGaussian ChannelsJoint Source-channel CodingRate-distortion BoundsRate-distortion OptimizationRate-distortion RegionRate-distortion TradeoffSource-channel Coding
We consider the problem of broadcasting kldr samples of an independent identically distributed (i.i.d) Gaussian source to two users in n = lambdakldr uses of an AWGN channel. We develop a framework which shows a duality between a source-channel coding scheme for the case of lambda > 1 and that for lambda < 1. Using this duality, we derive a scheme for the case of lambda < 1, which is the dual of a scheme proposed by Reznic, Zamir and Feder (2006). This scheme, which provides the largest known achievable distortion region currently known, is also the same as that proposed by Prabhakaran et al (2005) specialized to the case of an i.i.d source with lambda < 1. We also provide an explanation for why this scheme performs well by first analyzing the performance of source-channel coding schemes in the presence of a signal-to- noise ratio mismatch.
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