Title :
Rapid interference suppression using a Kalman filter technique
Author_Institution :
Forschungsgesellschaft f¿¿r Angewandte Naturwissenschaften EV (FGAN), Forschungsinstitut fur Hochfrequenzphysik, Wachtberg-Werthhoven, West Germany
fDate :
2/1/1983 12:00:00 AM
Abstract :
Directional interference suppression is based on a recursive estimation procedure of the state of a filter forming the directional interference spectrum. For the stationary filter, this leads to an iterative solution of the Wiener-Hopf matrix equation. It can be shown that the number of samples required for convergence is related to the number of degrees of freedom of the filter. The nonstationary case of a changing interference environment is treated by an appropriate deterministic dynamic process model. Tracking performance and problems of digital implementation are studied by computer simulation.
Keywords :
Kalman filters; antenna phased arrays; filtering and prediction theory; interference suppression; signal processing; Kalman filter; Wiener-Hopf matrix equation; adaptive array processor; computer simulation; convergence; deterministic dynamic process model; digital implementation; directional interference suppression; interference spectrum; iterative solution; recursive estimation; sidelobe canceller;
Journal_Title :
Microwaves, Optics and Antennas, IEE Proceedings H
DOI :
10.1049/ip-h-1.1983.0008