Title :
Direction of arrival estimation for GPS signal via Toeplitz approximating the cross-correlation matrix
Author :
Su, Zhigang ; Lu, Dan ; Peng, Yingning ; Li, Ping ; Wu, Renbiao
Author_Institution :
Tsinghua Univ., Beijing
fDate :
Nov. 28 2007-Dec. 1 2007
Abstract :
In Global Positioning System (GPS), adaptive beamforming is an effective method for enhancing the desired signal and suppressing interferences simultaneously. The direction-of- arrival (DOA) of the desired signal, however, as a priori information, is required. Due to very lower signal-to-noise ratio for GPS signal, the DOA estimation is a challenge problem. In this paper, a preprocess is presented which Toeplitz approximates the cross-correlation (CC) matrix. The matrix Toeplitz approximation recovers the Toeplitz structure, and the approximated matrix is used to obtain more accuracy estimates via MUSIC method.
Keywords :
Global Positioning System; Toeplitz matrices; approximation theory; array signal processing; direction-of-arrival estimation; interference suppression; DOA; GPS signal; Global Positioning System; MUSIC method; adaptive beamforming; cross-correlation matrix; direction of arrival estimation; interferences suppressing; matrix Toeplitz approximation; signal-to-noise ratio; Adaptive arrays; Array signal processing; Direction of arrival estimation; Global Positioning System; Interference suppression; Multiple signal classification; Receiving antennas; Satellite navigation systems; Signal processing; Signal processing algorithms; DOA estimation; MUSIC; Toeplitz approximation; cross-correlation matrix;
Conference_Titel :
Intelligent Signal Processing and Communication Systems, 2007. ISPACS 2007. International Symposium on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4244-1447-5
Electronic_ISBN :
978-1-4244-1447-5
DOI :
10.1109/ISPACS.2007.4445831