DocumentCode :
1632294
Title :
Frames, group codes, and subgroups of (Z/pZ)×
Author :
Thill, Markus ; Hassibi, Babak
Author_Institution :
Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
fYear :
2012
Firstpage :
1182
Lastpage :
1189
Abstract :
The problem of designing low coherence matrices and low-correlation frames arises in a variety of fields, including compressed sensing, MIMO communications and quantum measurements. The challenge is that one must control the (n2) pairwise inner products of the columns of the matrix. In this paper, we follow the group code approach of David Slepian [1], which constructs frames using unitary group representations and which in general reduces the number of distinct inner products to n-1. When n is a prime p, we present a carefully chosen representation which reduces the number of distinct inner products further to n-1/m, where m is the number of rows in the matrix. The resulting frames have superior performance to many earlier frame constructions and, in some cases, yield frames with optimally low coherence. We further expand a connection between frames and difference sets noted first in [2] to find bounds on the coherence when n-1/m = 2 and 3.
Keywords :
group codes; group theory; matrix algebra; David Slepian; MIMO communications; compressed sensing; group codes; low coherence matrices; low-correlation frames; pairwise inner products; quantum measurements; subgroups; unitary group representations; Coherence; Compressed sensing; Equations; Generators; Harmonic analysis; Indexes; Vectors; Grassmannian frame; Matrix coherence; compressed sensing; frame; group; unit norm tight frame; unitary system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communication, Control, and Computing (Allerton), 2012 50th Annual Allerton Conference on
Conference_Location :
Monticello, IL
Print_ISBN :
978-1-4673-4537-8
Type :
conf
DOI :
10.1109/Allerton.2012.6483352
Filename :
6483352
Link To Document :
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