Title :
Modified Capon and APES for spectral estimation of range migrating targets in wideband radar
Author :
Deudon, François ; Bidon, Stéphanie ; Besso, Olivier ; Tourneret, Jean-Yves ; Montécot, Marc ; Le Chevalier, Francois
Author_Institution :
Dept. Electron. Optronics & Signal, Univ. of Toulouse, Toulouse, France
Abstract :
In many radar and sonar applications, the narrowband signal assumption is not respected. To preserve good performance detection and/or parameter estimation for wideband signal, it is necessary to develop appropriate signal models and processing algorithms. More specifically, the range migration of the target during the processing interval induces a coupling between range and Doppler that is not taken into account by standard algorithms such as the Capon and APES methods. In this paper, we present a modified and enhanced version of the Capon and APES algorithms for a wideband signal model. These two algorithms are adaptive filters designed for spectral estimation. Performance of the wideband-Capon and the wideband-APES algorithms are studied via numerical simulations.
Keywords :
Doppler effect; adaptive filters; radar applications; target tracking; Doppler effect; Wideband Radar; adaptive filters; narrowband signal; parameter estimation; range migrating targets; spectral estimation; wideband-APES algorithm; wideband-Capon algorithm; Adaptive filters; Algorithm design and analysis; Narrowband; Numerical simulation; Parameter estimation; Radar applications; Radar detection; Signal processing; Sonar applications; Wideband;
Conference_Titel :
Radar Conference, 2010 IEEE
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4244-5811-0
DOI :
10.1109/RADAR.2010.5494422