Title :
Compact Cramer-Rao bound expressions on directional covariance for DF of sources with unknown constant polarizations
Author_Institution :
Atlantic Aerosp. Electron. Corp., Waltham, MA, USA
fDate :
10/1/1994 12:00:00 AM
Abstract :
The Cramer-Rao Bound BC on directional covariance routinely is used as a yardstick for assessing the performance of candidate direction-finding (DF) algorithms. Stoica and Nehorai (1989, 1990) and Yau and Bresler (see ibid., vol.40, no.5,p.1226, 1992) introduced compact formulae for BC applicable to DF scenarios in which sources transmit signals having known polarizations. These formulae have proven quite useful in that they facilitate identification of performance limitations that otherwise would be difficult or impossible to obtain. This article presents compact formulae for BC for DF scenarios in which n uncorrelated sources transmit signals having constant but unknown polarizations. Also it is shown that these formulae elucidate achievable DF performance for scenarios involving partially correlated sources
Keywords :
array signal processing; electromagnetic wave polarisation; matrix algebra; Cramer-Rao bound expressions; DF; constant polarizations; direction-finding algorithms; directional covariance; partially correlated sources; performance limitations; uncorrelated sources; Chromium; Covariance matrix; Multiple signal classification; Navigation; Parameter estimation; Polarization; Signal analysis; Signal processing algorithms; Signal to noise ratio; Stochastic processes;
Journal_Title :
Signal Processing, IEEE Transactions on