Title :
Unitary Solution to Coherent Cyclic DOA Estimation Problem
Author :
Liu, Zhigang ; Wang, Jinkuan ; Wang, Fuli
Author_Institution :
Sch. of Inf. Sci. & Eng., Northeastern Univ., Shenyang
Abstract :
Two unitary formulations of cyclic DOA algorithms are proposed, which are appropriate for both cyclic MUSIC algorithm and conjugate cyclic MUSIC algorithm. Firstly, the two approaches achieve a substantial reduction of the computational complexity via real-valued decomposition. Secondly, these unitary methods can deal with the direction-finding problem in situations with highly correlated or coherent signals. Finally, these unitary methods allow to select desired signals and to ignore interferences by exploiting the cyclostationary property of SOIs. Compared with cyclic MUSIC algorithm, simulation results show the effectiveness of the proposed methods
Keywords :
computational complexity; direction-of-arrival estimation; matrix algebra; signal classification; source separation; coherent cyclic DOA estimation problem; coherent signals; computational complexity; conjugate cyclic MUSIC algorithm; direction-finding problem; highly correlated signals; real-valued decomposition; signal separation; unitary methods; Autocorrelation; Computational complexity; Computational modeling; Direction of arrival estimation; Frequency; Information science; Interference; Multiple signal classification; Navigation; Sensor arrays;
Conference_Titel :
Signal Processing, 2006 8th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9736-3
Electronic_ISBN :
0-7803-9736-3
DOI :
10.1109/ICOSP.2006.344552