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
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;
Conference_Titel :
Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
978-1-4244-2793-2
Electronic_ISBN :
1062-922X
DOI :
10.1109/ICSMC.2009.5346613