Title :
Amplitude estimation of a signal with known waveform in the presence of steering vector uncertainties
Author :
Besson, Olivier ; Varfolomeev, Gleb ; Vincent, François
Author_Institution :
Dept. of Avionics & Syst., ENSICA, Toulouse, France
Abstract :
In this correspondence, we address the problem of estimating the amplitude of a signal with known waveform received on an array of sensors and we consider the case where there exist uncertainties about the spatial signature of the signal of interest. Closed-form expressions for the Crame´r-Rao bound are derived and the respective influence of the uncertainties and the number of snapshots is studied. The maximum likelihood estimator (MLE) of the signal of interest amplitude along with the covariance matrix of the interferences and noise is also derived and an iterative algorithm is presented to obtain the ML estimates.
Keywords :
amplitude estimation; array signal processing; covariance matrices; iterative methods; maximum likelihood estimation; Cramer-Rao bound; MLE; covariance matrix; interferences; iterative algorithm; maximum likelihood estimator; noise; sensors array; signal amplitude estimation; spatial signature; steering vector uncertainties; waveform; Aerospace electronics; Amplitude estimation; Covariance matrix; Direction of arrival estimation; Maximum likelihood estimation; Noise level; Phased arrays; Sensor arrays; State estimation; Uncertainty;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2005.857064