Title :
On source coding with side information for general distortion measures
Author :
Linder, Tamas ; Zamir, Ram ; Zeger, Kenneth
Author_Institution :
Dept. of Math. & Stat., Queen´´s Univ., Kingston, Ont., Canada
Abstract :
High resolution bounds in lossy coding of a real memoryless source are derived when side information is present. We consider locally quadratic distortion measures which may be functions of the side information and give asymptotically tight bounds on the conditional rate-distortion function RX|Y(D) (the side information is available at both the encoder and the decoder) and on the Wyner-Ziv rate-distortion function RWZ(D) (the side information is only available at the decoder). The rate loss RWZ(D)-RX|Y (D) is also investigated
Keywords :
memoryless systems; rate distortion theory; source coding; Wyner-Ziv rate-distortion function; asymptotically tight bounds; conditional rate-distortion function; decoder; encoder; general distortion measures; high resolution bounds; locally quadratic distortion measures; lossy coding; memoryless source; rate loss; side information; source coding; Current measurement; Decoding; Distortion measurement; Mutual information; Random variables; Rate distortion theory; Rate-distortion; Source coding; Switches; Upper bound;
Conference_Titel :
Information Theory, 1998. Proceedings. 1998 IEEE International Symposium on
Conference_Location :
Cambridge, MA
Print_ISBN :
0-7803-5000-6
DOI :
10.1109/ISIT.1998.708653