Title :
Fast and accurate 2-D DOA estimation via sparse L-shaped array
Author :
Jian-Feng Gu ; Wei-Ping Zhu ; Swamy, M.N.S. ; Chan, S.C.
Author_Institution :
Dept. of Electr. & Comput. Eng., Concordia Univ., Montreal, QC, Canada
Abstract :
In this paper, we address the problem of estimating the two-dimensional (2-D) directions of arrival (DOA) of multiple signals, by means of a sparse L-shaped array. The array consists of one uniform linear array (ULA) and one sparse linear array (SLA). The shift-invariance property of the ULA is used to estimate the elevation angles with low computational burden. The source waveforms are then obtained by the estimated elevational angles, which together with each sensor of the SLA, considered as a linear regression model, will be used to estimate the azimuth angle by the modified total least squares (MTLS) technique. The new algorithm yields correct parameter pairs without requiring the computationally expensive pairing operation, and therefore, it has at least two advantages over the previous L-shaped array based algorithms: less computational load and better performance due to using the SLA. Simulation results show that our method provides accurate and consistent 2-D DOA estimation results which could not be achieved by other methods with comparable computational complexity.
Keywords :
array signal processing; computational complexity; direction-of-arrival estimation; least squares approximations; linear antenna arrays; regression analysis; 2D DOA estimation; MTLS; SLA; ULA; azimuth angle; computational complexity; direction-of-arrival estimation; elevation angles; linear regression model; modified total least squares technique; shift-invariance property; sparse L-shaped array; sparse linear array; uniform linear array; Arrays; Azimuth; Correlation; Direction-of-arrival estimation; Estimation; Signal to noise ratio; Vectors;
Conference_Titel :
Circuits and Systems (ISCAS), 2014 IEEE International Symposium on
Conference_Location :
Melbourne VIC
Print_ISBN :
978-1-4799-3431-7
DOI :
10.1109/ISCAS.2014.6865379