Paper Info
Title
Independent source coding for control over noiseless channels
Abstract
By focusing on a class of source coding schemes built around entropy coded dithered quantizers, we develop a framework to deal with average data-rate constraints in a tractable manner that combines ideas from both information and control theories. We focus on a situation where a noisy linear system has been designed assuming transparent feedback and, due to implementation constraints, a source coding scheme has to be deployed in the feedback path. We give a closed form expression for the minimal average data-rate required to achieve a given performance level, and also study the interplay between stability and average data-rates for the considered architecture.
Year
DOI
Venue
2010
10.1109/ITA.2010.5454098
Information Theory and Applications Workshop
Keywords
Field
DocType
entropy codes,information theory,linear systems,quantisation (signal),source coding,stability,telecommunication control,average data rate constraints,entropy coded dithered quantizer,noiseless channels,noisy linear system,source coding,stability
Information theory,Mathematical optimization,Linear system,Noise measurement,Computer science,Source code,Closed-form expression,Algorithm,Communication channel,Theoretical computer science,Mutual information,Dither
Conference
ISBN
Citations 
PageRank 
978-1-4244-7014-3
0
0.34
References 
Authors
2
3
Name
Order
Citations
PageRank
Eduardo I. Silva119717.48
Milan S. Derpich29314.03
Jan Østergaard320128.38