Title :
Low-complexity 2D DOA estimator of coherently distributed noncircular sources
Author :
Xuemin Yang ; Guang-Jun Li ; Zhi Zheng
Author_Institution :
Sch. of Commun. & Inf. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
In this communication, a novel low-complexity method for two dimensional (2D) DOA estimation of coherently distributed noncircular sources impinging on L-shape sensor array is proposed. Firstly, according to the noncircular property, the proposed method utilizes both the received signals and its conjugate to extend the received data matrix and form extended cross-covariance matrix. Then, we can obtain two approximate rotational invariance relation of extended steering vector by using selection matrices. At last, a novel ESPRIT-like method is employed to estimate the central azimuth angle and the central elevation angle. Numerical simulations are also provided in contrast with the other ESPRIT-like method. The results indicate that the proposed method owns better estimation performance and resolution probability in both low signal to noise ratio (SNR) and small number of sensors.
Keywords :
covariance matrices; direction-of-arrival estimation; numerical analysis; sensor arrays; ESPRIT-like method; L-shape sensor array; SNR; approximate rotational invariance relation; central azimuth angle; central elevation angle; coherently distributed noncircular sources; distributed noncircular sources; extended cross-covariance matrix; extended steering vector; low-complexity 2D DOA estimator; low-complexity method; noncircular property; numerical simulations; received data matrix; received signals; signal to noise ratio; two dimensional DOA estimation; 2D DOA estimation; L-shaped array; coherently distributed sources; cross-covariance matrix; noncircular signals;
Conference_Titel :
Wireless Communications & Signal Processing (WCSP), 2013 International Conference on
Conference_Location :
Hangzhou
DOI :
10.1109/WCSP.2013.6677044