Joint Source-Channel Coding With Feedback

This paper quantifies the fundamental limits of variable-length transmission of a general (possibly analog) source over a memoryless channel with noiseless feedback, under a distortion constraint. We consider excess distortion, average distortion, and guaranteed distortion (d-semifaithful codes). In...

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מידע ביבליוגרפי
Main Authors: Kostina, Victoria, Polyanskiy, Yury, Verdu, Sergio
מחברים אחרים: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
פורמט: Article
שפה:English
יצא לאור: Institute of Electrical and Electronics Engineers (IEEE) 2019
גישה מקוונת:https://hdl.handle.net/1721.1/121936
תיאור
סיכום:This paper quantifies the fundamental limits of variable-length transmission of a general (possibly analog) source over a memoryless channel with noiseless feedback, under a distortion constraint. We consider excess distortion, average distortion, and guaranteed distortion (d-semifaithful codes). In contrast to the asymptotic fundamental limit, a general conclusion is that allowing variable-length codes and feedback leads to a sizable improvement in the fundamental delay-distortion tradeoff. In addition, we investigate the minimum energy required to reproduce k source samples with a given fidelity after transmission over a memoryless Gaussian channel, and we show that the required minimum energy is reduced with feedback and an average (rather than maximal) power constraint.