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
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