Rate-based versus distortion-based optimal joint source-channel coding


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HAMZAOUI, Raouf, Vladimir STANKOVIC, Zixiang XIONG, 2002. Rate-based versus distortion-based optimal joint source-channel coding. DCC 2002. Data Compression Conference. Snowbird, UT, USA. In: Proceedings DCC 2002. Data Compression Conference. DCC 2002. Data Compression Conference. Snowbird, UT, USA. IEEE Comput. Soc, pp. 63-72. ISBN 0-7695-1477-4

@inproceedings{Hamzaoui2002Rate--23134, title={Rate-based versus distortion-based optimal joint source-channel coding}, year={2002}, doi={10.1109/DCC.2002.999944}, isbn={0-7695-1477-4}, publisher={IEEE Comput. Soc}, booktitle={Proceedings DCC 2002. Data Compression Conference}, pages={63--72}, author={Hamzaoui, Raouf and Stankovic, Vladimir and Xiong, Zixiang} }

<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:bibo="http://purl.org/ontology/bibo/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dcterms="http://purl.org/dc/terms/" xmlns:xsd="http://www.w3.org/2001/XMLSchema#" > <rdf:Description rdf:about="https://kops.uni-konstanz.de/rdf/resource/123456789/23134"> <bibo:uri rdf:resource="http://kops.uni-konstanz.de/handle/123456789/23134"/> <dc:contributor>Xiong, Zixiang</dc:contributor> <dcterms:bibliographicCitation>Proceedings - DCC 2002, Data Compression Conference : April 2 - 4, 2002, Snowbird, Utah / ed. by James A. Storer ... - Los Alamitos, Calif. [u.a.] : IEEE Computer Society, 2002. - S. 63-72. - ISBN 0-7695-1477-4</dcterms:bibliographicCitation> <dcterms:title>Rate-based versus distortion-based optimal joint source-channel coding</dcterms:title> <dc:contributor>Stankovic, Vladimir</dc:contributor> <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2013-06-27T09:50:22Z</dcterms:available> <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2013-06-27T09:50:22Z</dc:date> <dc:language>eng</dc:language> <dc:contributor>Hamzaoui, Raouf</dc:contributor> <dcterms:issued>2002</dcterms:issued> <dcterms:rights rdf:resource="http://nbn-resolving.org/urn:nbn:de:bsz:352-20140905103605204-4002607-1"/> <dcterms:abstract xml:lang="eng">We consider a joint source-channel coding system that protects an embedded bitstream using a finite family of channel codes with error detection and error correction capability. The performance of this system may be measured by the expected distortion or by the expected number of correctly decoded source bits. Whereas a rate-based optimal solution can be found in linear time, the computation of a distortion-based optimal solution is prohibitive. Under the assumption of the convexity of the operational distortion-rate function of the source coder, we give a lower bound on the expected distortion of a distortion-based optimal solution that depends only on a rate-based optimal solution. Then, we conjecture that a distortion-based optimal solution uses the same number or fewer information bits than a rate-based optimal solution. Finally, we propose a local search algorithm that starts from a rate-based optimal solution and converges in linear time to a local minimum of the expected distortion. Experimental results for a binary symmetric channel show that our local search algorithm is near optimal, whereas its complexity is much lower than that of the previous best solution.</dcterms:abstract> <dc:creator>Xiong, Zixiang</dc:creator> <dc:rights>deposit-license</dc:rights> <dc:creator>Stankovic, Vladimir</dc:creator> <dc:creator>Hamzaoui, Raouf</dc:creator> </rdf:Description> </rdf:RDF>

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