Title :
New Hybrid Digital/Analog Schemes for Transmission of a Gaussian Source Over a Gaussian Channel
Author :
Gao, Yang ; Tuncel, Ertem
Author_Institution :
Dept. of Electr. Eng., Univ. of California, Riverside, CA, USA
Abstract :
Two new schemes are proposed for transmitting a Gaussian source over a Gaussian channel. These schemes directly generalize previous results of Bross and Puri A scaled version of either the source itself or the quantization error is superimposed on the digital information, and thus serves as effective channel state information (CSI) unknown to the receiver. It is shown that for any power allocation between the coded and uncoded components of transmission, optimal distortion can be achieved by a continuum of auxiliary random variables (rather than only Costa´s) if the decoded auxiliary codeword is properly used. This observation provides a new degree of freedom in point-to-point transmission. This freedom, in turn, can be utilized in multiterminal scenarios, as is demonstrated with an example.
Keywords :
Gaussian channels; channel allocation; channel coding; source coding; CSI; Gaussian channel; Gaussian source transmission; channel state information; hybrid digital-analog scheme; optimal distortion; point-to-point transmission; AWGN channels; Channel capacity; Channel state information; Combined source channel coding; Gaussian channels; Quantization; Random variables; AWGN channels; hybrid digital/analog coding; joint source-channel coding; uncoded transmission; writing on dirty paper;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2010.2081112