DocumentCode :
48711
Title :
Kirkman Equiangular Tight Frames and Codes
Author :
Jasper, J. ; Mixon, Dustin G. ; Fickus, Matthew
Author_Institution :
Dept. of Math., Univ. of Missouri, Columbia, MO, USA
Volume :
60
Issue :
1
fYear :
2014
fDate :
Jan. 2014
Firstpage :
170
Lastpage :
181
Abstract :
An equiangular tight frame (ETF) is a set of unit vectors in a Euclidean space whose coherence is as small as possible, equaling the Welch bound. Also known as Welch-bound-equality sequences, such frames arise in various applications, such as waveform design and compressed sensing. At the moment, there are only two known flexible methods for constructing ETFs: harmonic ETFs are formed by carefully extracting rows from a discrete Fourier transform; Steiner ETFs arise from a tensor-like combination of a combinatorial design and a regular simplex. These two classes seem very different: the vectors in harmonic ETFs have constant amplitude, whereas Steiner ETFs are extremely sparse. We show that they are actually intimately connected: a large class of Steiner ETFs can be unitarily transformed into constant-amplitude frames, dubbed Kirkman ETFs. Moreover, we show that an important class of harmonic ETFs is a subset of an important class of Kirkman ETFs. This connection informs the discussion of both types of frames: some Steiner ETFs can be transformed into constant-amplitude waveforms making them more useful in waveform design; some harmonic ETFs have low spark, making them less desirable for compressed sensing. We conclude by showing that real-valued constant-amplitude ETFs are equivalent to binary codes that achieve the Grey-Rankin bound, and then construct such codes using Kirkman ETFs.
Keywords :
codes; compressed sensing; Euclidean space; Kirkman equiangular tight frame; Steiner ETF; Welch-bound-equality sequences; compressed sensing; constant-amplitude waveforms; harmonic ETF; real-valued constant-amplitude ETF; tensor-like combination; waveform design; Coherence; Compressed sensing; Discrete Fourier transforms; Geometry; Harmonic analysis; Redundancy; Vectors; Equiangular tight frame; Grey-Rankin bound; Welch bound; Welch bound equality sequence;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2013.2285565
Filename :
6630096
Link To Document :
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