Title :
A new estimation algorithm based on the criterion of eigenvalue transformation for the number of coherent sources
Author :
Han, Sen ; Tang, Liangrui ; Yang, Xue
Author_Institution :
Sch. of Electr. & Electron. Eng., North China Electr. Power Univ., Beijing, China
Abstract :
A new algorithm which can detect the number of sources accurately in the case of a high degree of coherence and small difference between incident angles is proposed in this paper. The algorithm is based on the criterion of eigenvalue transformation of the covariance Matrix. Firstly, the output covariance matrix is decohered with toeplitz matrix, and then the number of coherent sources is estimated precisely through the appropriate threshold calculated by the new criterion of eigenvalue transformation. Simulations demonstrate the effectiveness of the algorithm.
Keywords :
covariance matrices; direction-of-arrival estimation; eigenvalues and eigenfunctions; coherent sources; covariance matrix; direction-of-arrival estimation; eigenvalue transformation; incident angle; source estimation; Arrays; Covariance matrix; Eigenvalues and eigenfunctions; Error probability; Estimation; Signal processing algorithms; Signal to noise ratio; coherent signals; eigenvalue; source estimation;
Conference_Titel :
Network Infrastructure and Digital Content, 2010 2nd IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-6851-5
DOI :
10.1109/ICNIDC.2010.5657950
