DocumentCode :
2685034
Title :
Performance of quantizers on noisy channels using structured families of codes
Author :
Méhes, András ; Zeger, Kenneth
Author_Institution :
Dept. of Electr. & Comput. Eng., California Univ., San Diego, La Jolla, CA, USA
fYear :
1999
fDate :
29-31 Mar 1999
Firstpage :
473
Lastpage :
482
Abstract :
Achievable distortion bounds are derived for the cascade of structured families of binary linear channel codes and binary lattice vector quantizers. It is known that for the cascade of asymptotically good channel codes and asymptotically good vector quantizers the end-to-end distortion decays to zero exponentially fast as a function of the overall transmission rate, and is achieved by choosing a channel code rate that is independent of the overall transmission rate. We show that for certain families of practical channel codes and binary lattice vector quantizers, the overall distortion can still be made to decay to zero exponentially fast as the transmission rate grows, although the exponent is a sub-linear function of the transmission rate. This is achieved by carefully choosing a channel code rate that decays to zero as the transmission rate grows. Explicit channel code rate schedules are obtained for several well-known families of channel codes
Keywords :
binary codes; channel coding; linear codes; variable rate codes; vector quantisation; binary codes; binary lattice vector quantizers; cascaded codes; channel codes; code rate; distortion bounds; linear codes; noisy channels; performance; schedules; structured families; sub-linear function; transmission rate; Channel coding; Filtering theory; Gaussian channels; Geometry; Lattices; Noise reduction; Quantization; Random variables; Source coding; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Data Compression Conference, 1999. Proceedings. DCC '99
Conference_Location :
Snowbird, UT
ISSN :
1068-0314
Print_ISBN :
0-7695-0096-X
Type :
conf
DOI :
10.1109/DCC.1999.755697
Filename :
755697
Link To Document :
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