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» The Dispersion of Lossy Source Coding
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CORR
2011
Springer
175views Education» more  CORR 2011»
12 years 11 months ago
The Dispersion of Lossy Source Coding
In this work we investigate the behavior of the minimal rate needed in order to guarantee a given probability that the distortion exceeds a prescribed threshold, at some fixed ...
Amir Ingber, Yuval Kochman
TIT
2010
300views Education» more  TIT 2010»
12 years 11 months ago
Polar codes are optimal for lossy source coding
We consider lossy source compression of a binary symmetric source using polar codes and the low-complexity successive encoding algorithm. It was recently shown by Arikan that polar...
Satish Babu Korada, Rüdiger L. Urbanke
CORR
2006
Springer
112views Education» more  CORR 2006»
13 years 4 months ago
Joint universal lossy coding and identification of i.i.d. vector sources
The problem of joint universal source coding and modeling, addressed by Rissanen in the context of lossless codes, is generalized to fixed-rate lossy coding of continuousalphabet m...
Maxim Raginsky
GLOBECOM
2009
IEEE
13 years 11 months ago
Distributed Joint Source-Channel Coding for Functions over a Multiple Access Channel
—In this paper we provide sufficient conditions for lossy transmission of functions of correlated data over a multiple access channel (MAC). The conditions obtained can be shown...
R. Rajesh, Vinod Sharma
TIT
2008
89views more  TIT 2008»
13 years 4 months ago
Joint Fixed-Rate Universal Lossy Coding and Identification of Continuous-Alphabet Memoryless Sources
Abstract--The problem of joint universal source coding and density estimation is considered in the setting of fixed-rate lossy coding of continuous-alphabet memoryless sources. For...
Maxim Raginsky