Title :
The resolution threshold of a direction-finding algorithm for diversely polarized arrays
Author :
Friedlander, Benjamin ; Weiss, Anthony J.
Author_Institution :
Dept. of Electr. & Comput. Eng., California Univ., Davis, CA, USA
fDate :
7/1/1994 12:00:00 AM
Abstract :
Subspace-based algorithms for narrowband direction-of-arrival (DOA) estimation require detailed knowledge of the array response (the array manifold) and assume that the noise covariance matrix is known up to a scaling factor. In practice, these quantities are not known precisely. Resolution and estimation accuracy can degrade significantly when the array response or the noise covariance deviate from their nominal values. We examine the resolution threshold of a recently proposed subspace-based algorithm for direction finding with diversely polarized arrays. We study finite sample effects, and the effects of modeling errors (errors in the array manifold or the noise covariance), on the resolution threshold. A comparison is made between the resolution thresholds of the MUSIC algorithm (for uniformly polarized arrays) and the proposed algorithm (for diversely polarized arrays)
Keywords :
array signal processing; electromagnetic wave polarisation; matrix algebra; noise; parameter estimation; DOA estimation; MUSIC algorithm; array manifold; array response; direction-finding algorithm; diversely polarized arrays; estimation accuracy; finite sample effects; modeling errors; narrowband direction-of-arrival; noise covariance matrix; resolution accuracy; resolution threshold; scaling factor; subspace-based algorithms; uniform linear array; uniformly polarized arrays; Antenna measurements; Degradation; Direction of arrival estimation; Multiple signal classification; Narrowband; Navigation; Polarization; Signal processing algorithms; Signal resolution; Statistics;
Journal_Title :
Signal Processing, IEEE Transactions on