Title :
Simple approximations to the Cramer-Rao lower bound on direction of arrival for closely spaced sources
Author_Institution :
Div. of Eng., Saint Mary´´s Univ., Halifax, NS, Canada
fDate :
4/1/1993 12:00:00 AM
Abstract :
It is demonstrated that the Cramer-Rao lower bound (CRLB) on the directions of arrival (DOAs) of two closely spaced uncorrelated plane wave sources impinging on a uniform line array can be approximated by simple algebraic formulas which provide insight into the behavior of the bound with respect to signal-to-noise ratios (SNRs), source separation, etc. These formulas are sufficiently accurate for general use with the number of sensors between about 6 and 60, for source separations down to about 0.1 of a classical beamwidth, and for SNRs from -30 to +30 dB
Keywords :
array signal processing; matrix algebra; CRLB; Cramer-Rao lower bound; SNR; algebraic formulas; approximations; closely spaced sources; closely spaced uncorrelated plane wave sources; direction of arrival; matrices; uniform line array; Covariance matrix; Direction of arrival estimation; Gaussian noise; Narrowband; Power engineering and energy; Sensor arrays; Signal to noise ratio; Source separation; Wideband;
Journal_Title :
Signal Processing, IEEE Transactions on