DocumentCode
2576822
Title
Constructions of equiangular tight frames with Genetic Algorithms
Author
Isaacs, Jason C. ; Roberts, Rodney
Author_Institution
Naval Surface Warfare Center, Panama City, FL, USA
fYear
2009
fDate
11-14 Oct. 2009
Firstpage
595
Lastpage
598
Abstract
Equiangular tight frames have applications in communications, signal processing, and coding theory. Previous work demonstrates that few real equiangular tight frames exist for most pairs (n,d), where the frame ¿n,d is a d à n matrix with d ¿ n. This work proposes a genetic algorithm as a solution to the frame design problem. Specifically, the problem of designing real equiangular tight frames by minimizing the subspace minor angle sum-squared error. Numerical experiments show that the proposed method is successful for pairs (n,d) with d less than nine.
Keywords
genetic algorithms; matrix algebra; equiangular tight frames; genetic algorithms; matrix; subspace minor angle sum-squared error; Application software; Cities and towns; Codes; Cybernetics; Educational institutions; Fourier series; Genetic algorithms; Genetic engineering; Signal processing algorithms; USA Councils; Equiangular Tight Frames; Frames; Genetic Algorithms; Optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
Conference_Location
San Antonio, TX
ISSN
1062-922X
Print_ISBN
978-1-4244-2793-2
Electronic_ISBN
1062-922X
Type
conf
DOI
10.1109/ICSMC.2009.5346613
Filename
5346613
Link To Document