Colored Gaussian Source-Channel Broadcast for Heterogeneous (Analog/Digital) Receivers

The problem of transmitting a Gaussian source with memory to a digital and a linear-analog receiver, over an arbitrarily colored, nondegraded Gaussian broadcast channel is studied. The main result of this work is a complete characterization of the set of achievable distortion pairs at the two receiv...

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Veröffentlicht in:IEEE transactions on information theory 2008-04, Vol.54 (4), p.1807-1814
Hauptverfasser: Prabhakaran, V.M., Puri, R., Ramchandran, K.
Format: Artikel
Sprache:eng
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Zusammenfassung:The problem of transmitting a Gaussian source with memory to a digital and a linear-analog receiver, over an arbitrarily colored, nondegraded Gaussian broadcast channel is studied. The main result of this work is a complete characterization of the set of achievable distortion pairs at the two receivers given a power constraint at the transmitter. Further, a constructive hybrid uncoded-coded scheme consisting of the cascade of source coding with side information and channel coding with side information systems is shown to achieve the entire power-mean squared error (MSE) distortion region associated with the problem. An interesting operating point in this region is one where the digital receiver obtains the classical point-to-point optimal quality and the analog receiver attains the best possible simultaneously achievable distortion. This problem is motivated by the practical application of the seamless ldquoin-bandrdquo digital upgrade of legacy analog transmission systems.
ISSN:0018-9448
1557-9654
DOI:10.1109/TIT.2008.917679