Title :
New generation Doppler radar processing: Ultra-fast robust Doppler Spectrum Barycentre computation scheme in Poincaré´s unit disk
Author :
Chaire, Christrian ; Barbaresco, Frédéric
Author_Institution :
Thales Airborne Syst., Brest, France
fDate :
Sept. 30 2010-Oct. 1 2010
Abstract :
In case of short time series, we prove that we can replace classical Radar Doppler processing chain based on FFT by a new generation processing based on Lie Group Theory. We have defined a robust and ultra-fast computation of Doppler Spectrum Barycentre based on “Median Spectrum” estimation through an regularized autoregressive identification in lattice and ladder form like BURG algorithm.
Keywords :
Doppler radar; Lie groups; fast Fourier transforms; radar signal processing; spectral analysis; BURG algorithm; FFT; Lie Group Theory; Poincare unit disk; median spectrum estimation; new generation Doppler radar processing; radar Doppler processing chain; regularized autoregressive identification; time series; ultrafast robust Doppler spectrum Barycentre computation scheme; Clutter; Covariance matrix; Doppler effect; Doppler radar; Manifolds; Measurement; Reflection;
Conference_Titel :
Radar Conference (EuRAD), 2010 European
Conference_Location :
Paris
Print_ISBN :
978-1-4244-7234-5