DocumentCode
810371
Title
Source fidelity over fading channels: performance of erasure and scalable codes
Author
Zachariadis, Konstantinos E. ; Honig, Michael L. ; Katsaggelos, Aggelos K.
Author_Institution
Kellogg Sch. of Manage., Northwestern Univ., Evanston, IL
Volume
56
Issue
7
fYear
2008
fDate
7/1/2008 12:00:00 AM
Firstpage
1080
Lastpage
1091
Abstract
We consider the transmission of a Gaussian source through a block fading channel. Assuming each block is decoded independently, the received distortion depends on the tradeoff between quantization accuracy and probability of outage. Namely, higher quantization accuracy requires a higher channel code rate, which increases the probability of outage. We first treat an outage as an erasure, and evaluate the received mean distortion with erasure coding across blocks as a function of the code length. We then evaluate the performance of scalable, or multi-resolution coding in which coded layers are superimposed within a coherence block, and the layers are sequentially decoded. Both the rate and power allocated to each layer are optimized. In addition to analyzing the performance with a finite number of layers, we evaluate the mean distortion at high signal-to-noise ratios as the number of layers becomes infinite. As the block length of the erasure code increases to infinity, the received distortion converges to a deterministic limit, which is less than the mean distortion with an infinite-layer scalable coding scheme. However, for the same standard deviation in received distortion, infinite layer scalable coding performs slightly better than erasure coding, and with much less decoding delay.
Keywords
Gaussian channels; block codes; combined source-channel coding; fading channels; probability; quantisation (signal); rate distortion theory; sequential decoding; Gaussian source; block decoding; block fading channel; code length; distortion; erasure codes; multiresolution coding; outage probability; quantization accuracy; scalable codes; sequential decoding; source fidelity; Broadcasting; Channel coding; Decoding; Delay; Distortion; Fading; H infinity control; Performance analysis; Quantization; Signal analysis;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/TCOMM.2008.060387
Filename
4568449
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