DocumentCode :
179361
Title :
Frames from generalized group fourier transforms and SL2(Fq)
Author :
Thill, Markus ; Muthukumar, Vishak ; Hassibi, Babak
Author_Institution :
Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
fYear :
2014
fDate :
4-9 May 2014
Firstpage :
4923
Lastpage :
4927
Abstract :
We explore the problem of deterministically constructing frames and matrices with low coherence, which arises in areas such as compressive sensing, spherical codes, and MIMO communications. In particular, we present a generalization of the familiar harmonic frame by selecting a subset of rows of the generalized discrete Fourier transform matrix over finite groups. We apply our methods to the group SL2(Fq) and show how to produce frames with remarkably low coherence, for which we provide upper bounds.
Keywords :
MIMO communication; coherence; compressed sensing; discrete Fourier transforms; group codes; matrix algebra; MIMO communications; SL2(Fq); coherence; compressive sensing; deterministically constructing frames; deterministically constructing matrices; finite groups; generalized discrete Fourier transform matrix; generalized group Fourier transforms; harmonic frame; spherical codes; Coherence; Compressed sensing; Discrete Fourier transforms; Harmonic analysis; Heating; MIMO; Coherence; compressive sensing; frame; group representation; special linear group; spherical codes; unit norm tight frame;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
Type :
conf
DOI :
10.1109/ICASSP.2014.6854538
Filename :
6854538
Link To Document :
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