Title :
Joint 2-D DOA Estimation and Phase Calibration for Uniform Rectangular Arrays
Author :
Heidenreich, Philipp ; Zoubir, Abdelhak M. ; Rübsamen, Michael
Author_Institution :
Signal Process. Group, Tech. Univ. Darmstadt, Darmstadt, Germany
Abstract :
A precise model of the array response is required to maintain the performance of direction-of-arrival (DOA) estimation. When modeling errors are present or the sensor environment is time-varying, autocalibration becomes necessary. In this paper, the problem of phase autocalibration for uniform rectangular array (URA) geometries is considered. For the case with a single source, a simple and robust least-squares algorithm for joint 2-D DOA estimation and phase calibration is presented. When performing phase autocalibration with a URA, the phase and DOA parameters cannot be identified together without ambiguity. This problem is discussed and a suitable remedy is suggested. An approximate Cramér-Rao bound and analytical expressions for the mean squared error performance of the proposed estimator are presented. The proposed algorithm for phase autocalibration is extended for the case with multiple sources. The results are evaluated using a representative body of simulations.
Keywords :
calibration; direction-of-arrival estimation; least squares approximations; mean square error methods; sensor arrays; Cramer-Rao bound; URA geometry; analytical expression; direction-of-arrival estimation; error modeling; joint 2D DOA estimation; least-squares algorithm; mean squared error performance; phase autocalibration; phase calibration; time-varying sensor environment; uniform rectangular array; Calibration; Covariance matrix; Direction of arrival estimation; Estimation; Geometry; Phased arrays; Vectors; 2-D direction-of-arrival (DOA) estimation; autocalibration; phase autocalibration; uniform rectangular array;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2012.2203125