Published October 2012 | Version public
Book Section - Chapter

Frames, Group Codes, and Subgroups of (Z/pZ)×

  • 1. ROR icon California Institute of Technology

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 (^n_2) 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.

Additional Information

© 2012 IEEE. This work was supported in part by the National Science Foundation under grants CCF-0729203, CNS-0932428 and CCF-1018927, by the Office of Naval Research under the MURI grant N00014-08-1-0747, and by Caltech's Lee Center for Advanced Networking. The first author was supported by the Department of Defense (DoD) through the National Defense Science & Engineering Graduate Fellowship (NDSEG) Program.

Additional details

Identifiers

Eprint ID
39661
DOI
10.1109/Allerton.2012.6483352
Resolver ID
CaltechAUTHORS:20130730-143016951

Funding

NSF
CCF-0729203
NSF
CNS-0932428
NSF
CCF-1018927
Office of Naval Research (ONR)
N00014-08-1-0747
Caltech Lee Center for Advanced Networking
National Defense Science and Engineering Graduate (NDSEG) Fellowship

Dates

Created
2013-07-30
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Updated
2021-11-09
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