DocumentCode
2178102
Title
Combined source/channel (de-)coding: can a priori information be used twice?
Author
Hindelang, T. ; Fingscheidt, T. ; Seshadri, N. ; Cox, R.V.
Author_Institution
AT&T Labs.-Res., Florham Park, NJ, USA
Volume
3
fYear
2000
fDate
2000
Firstpage
1208
Abstract
In digital transmission of speech, audio, images and video signals residual redundancy is often left after source coding due to the complexity and delay constraints. This redundancy remains both inside one block or frame but also in a time correlation of subsequent frames. We describe an approach to improve channel and source decoding by using both kinds of correlation. Further on we consider the bit-mapping and the multiplexing in coding and its effect on decoding. The mutual information as measurement for the gain in decoding through a priori information is explained. In this work on combined source and channel decoding, we try to answer the following question: can a priori information that models the source parameters be used twice; first at the channel decoder and then at the source decoder. The channel decoder uses the a priori information that models the bit stream generated by the source coder. This does not capture all the details of the source parameter level statistics. By exploiting the a priori knowledge of parameters (once more) at the source decoder, we show that it is possible to achieve better reconstruction than if this information was used at either of the decoders
Keywords
combined source-channel coding; correlation methods; decoding; delays; digital communication; multiplexing; signal reconstruction; a priori information; audio transmission; bit multiplexing; bit-mapping; channel decoder; channel decoding; combined source/channel coding; combined source/channel decoding; complexity constraints; delay constraints; digital transmission; image transmission; mutual information; reconstruction; residual redundancy; source coding; source decoder; source decoding; source parameter level statistics; source parameters; speech transmission; time correlation; video signal transmission; Channel coding; Codecs; Decoding; Delay; Gain measurement; Mutual information; Redundancy; Source coding; Speech coding; Statistics;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications, 2000. ICC 2000. 2000 IEEE International Conference on
Conference_Location
New Orleans, LA
Print_ISBN
0-7803-6283-7
Type
conf
DOI
10.1109/ICC.2000.853691
Filename
853691
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