DocumentCode
397357
Title
A statistical-mechanical construction of the rate-distortion function for a binary source
Author
Murayama, Tatsuto ; Okada, Masato
Author_Institution
Lab. for Math. Neurosci., RIKEN Brain Sci. Inst., Saitama, Japan
fYear
2003
fDate
29 June-4 July 2003
Firstpage
169
Abstract
Statistical mechanics is applied to an inverse problem of linear mapping to investigate the physics of lossy compression. Rate-distortion function is derived using the RSB scheme, the state-of-the-art technique for disordered statistical systems.
Keywords
binary codes; data compression; inverse problems; rate distortion theory; source coding; statistical distributions; statistical mechanics; binary source; disordered statistical system; inverse problem; linear mapping; lossy compression; one-step replica symmetry breaking scheme; rate-distortion function; statistical-mechanical construction; Algebra; Distortion measurement; Encoding; Entropy; Equations; Laboratories; Neuroscience; Physics; Rate-distortion; Tellurium;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory, 2003. Proceedings. IEEE International Symposium on
Print_ISBN
0-7803-7728-1
Type
conf
DOI
10.1109/ISIT.2003.1228183
Filename
1228183
Link To Document