Title :
Robust generalised crosscorrelator filters used in time delay estimation
Author :
Al-Hussaini, E.K. ; El-Gayaar, M.S.
Author_Institution :
UAE University, Department of Electrical Engineering, Faculty of Engineering, Al-Ain, United Arab Emirates
fDate :
7/1/1987 12:00:00 AM
Abstract :
Robust Eckart and Wiener filters used in time delay estimation have been considered previously. In the present paper results are extended and generalised to include two Hassab-Boucher filters, employed in the generalised crosscorrelator. These filters optimise two different criteria. Explicit solutions are derived for the ¿-contaminated model and the p-point ¿-contaminated model for the input signal and noise power spectral densities (PSDs). Theoretical results, numerical examples and computer simulations show that robust filters are less sensitive to the variations in the input PSDs and that they optimise the worst-case conditions.
Keywords :
filtering and prediction theory; computer simulations; crosscorrelator filters; power spectral densities; time delay estimation;
Journal_Title :
Communications, Radar and Signal Processing, IEE Proceedings F
DOI :
10.1049/ip-f-1:19870067