DocumentCode
2446437
Title
Optimal sequential vector quantization of Markov sources
Author
Borkar, Vivek S. ; Mitter, Sanjoy K. ; Tatikonda, Sekhar C.
Author_Institution
Dept. of Comput. Sci. & Autom., Indian Inst. of Sci., Bangalore, India
fYear
1998
fDate
16-21 Aug 1998
Firstpage
71
Abstract
The problem of optimal sequential vector quantization of Markov sources is cast as a stochastic control problem with partial observations and constraints, leading to useful existence results for optimal codes and their characterizations
Keywords
Markov processes; filtering theory; nonlinear filters; optimal control; optimisation; rate distortion theory; recursive filters; source coding; vector quantisation; Markov sources; VQ; optimal codes; optimal sequential vector quantization; partial constraints; partial observations; rate distortion theory; recursive nonlinear filter; source coding; stochastic control problem; Automation; Block codes; Communication system control; Computer science; Encoding; Laboratories; Optimal control; Rate distortion theory; Stochastic processes; Vector quantization;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory, 1998. Proceedings. 1998 IEEE International Symposium on
Conference_Location
Cambridge, MA
Print_ISBN
0-7803-5000-6
Type
conf
DOI
10.1109/ISIT.1998.708655
Filename
708655
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