Title :
Inherent limitations in the localization of a coherently scattered source
Author :
Goldberg, Jason ; Messer, Hagit
Author_Institution :
Dept. of Electr. Eng.-Syst., Tel Aviv Univ., Israel
fDate :
12/1/1998 12:00:00 AM
Abstract :
This paper addresses the problem of localizing a single coherently scattered, far-field, narrowband source emitting a Gaussian signal and observed in additive, Gaussian noise. An explicit expression for the Cramer-Rao bound (CRB) of the unknown spatial and spectral (i.e., source and noise power level) parameters of the source is presented for arbitrary array geometry. The CRB is used to study the inherent limitations in the estimation of the mean angle of a scattered source in comparison to the case of a point source at the same mean angle
Keywords :
Gaussian noise; array signal processing; direction-of-arrival estimation; Cramer-Rao bound; Gaussian signal; additive Gaussian noise; arbitrary array geometry; coherently scattered source; far-field narrowband source; localization; mean angle; Additive noise; Gaussian noise; Geometry; Mobile communication; Narrowband; Noise level; Parameter estimation; Scattering parameters; Sensor arrays; Signal processing;
Journal_Title :
Signal Processing, IEEE Transactions on