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
Link To Document :
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