DocumentCode :
659140
Title :
Packing tubes on tori: An efficient method for low SNR analog error correction
Author :
Taylor, Russell M. ; Mili, Lamine ; Zaghloul, A.
Author_Institution :
MITRE Corp., McLean, VA, USA
fYear :
2013
fDate :
9-13 Sept. 2013
Firstpage :
1
Lastpage :
5
Abstract :
In this study we introduce a new class of bandwidth-expansion source-channel codes for analog error correction that can work in any even dimensional space and show superior performance in the low SNR region. Our codes are constructed as geodesics on flat tori as previous studies have done, but we use a tube radius construct derived from the global circumradius function. We prove that geodesics on flat tori lead to constant generalized curvature curves and exploit that property to give a single-argument form for the circumradius function. We optimize encoder parameters by minimizing the global radius of curvature subject to harmonic frequency structure which leads to closed twisted tubes with maximal tube radius on the tori. We exploit the isometry of the flat torus with the hyperrectangle to derive simple closed-form decoders based on torus projections that come with 2 dB of the maximum likelihood decoder.
Keywords :
combined source-channel coding; differential geometry; error correction codes; maximum likelihood decoding; SNR region; bandwidth-expansion source-channel codes; closed twisted tubes; constant generalized curvature curves; encoder parameters; flat tori; geodesics; global circumradius function; global radius; harmonic frequency structure; low SNR analog error correction; maximum likelihood decoder; packing tubes; torus projections; tube radius; Channel coding; Electron tubes; Maximum likelihood decoding; Signal to noise ratio; Vectors; analog error correction; constant curvature curves; differential geometry; flat torus; global radius of curvature; joint source-channel coding; tube packing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Theory Workshop (ITW), 2013 IEEE
Conference_Location :
Sevilla
Print_ISBN :
978-1-4799-1321-3
Type :
conf
DOI :
10.1109/ITW.2013.6691263
Filename :
6691263
Link To Document :
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