DocumentCode
112939
Title
Analog Multiple Description Joint Source-Channel Coding Based on Lattice Scaling
Author
Alustiza, Iker ; Crespo, Pedro M. ; Beferull-Lozano, Baltasar
Author_Institution
CEIT, Univ. of Navarra, San Sebastian, Spain
Volume
63
Issue
12
fYear
2015
fDate
15-Jun-15
Firstpage
3046
Lastpage
3061
Abstract
Joint source-channel coding schemes based on analog mappings for point-to-point channels have recently gained attention for their simplicity and low delay. In this paper, these schemes are extended either to scenarios with or without side information at the decoders to transmit multiple descriptions of a Gaussian source over independent parallel channels. They are based on a lattice scaling approach together with bandwidth reduction analog mappings adapted for this multiple description scenario. The rationale behind lattice scaling is to improve performance through bandwidth expansion. Another important contribution of this paper is the proof of the separation theorem for the communication scenario of multiple description with side information at the decoders. This proof allows us to compare the performance of the proposed schemes with the theoretical limits when considering AWGN channels. Finally, when the channels are parallel slow-fading Rayleigh, the proposed schemes are optimal in terms of distortion exponent.
Keywords
AWGN channels; Gaussian processes; Rayleigh channels; channel coding; AWGN channels; Gaussian source; analog mappings; bandwidth reduction; joint source-channel coding; lattice scaling; parallel channels; point-to-point channels; separation theorem; slow-fading Rayleigh; Bandwidth; Decoding; Delays; Encoding; Joints; Lattices; Silicon; Joint source-channel coding; MD Wyner–Ziv separation theorem; analog mappings; lattice scaling; multiple description;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/TSP.2015.2416676
Filename
7067370
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