DocumentCode :
714867
Title :
Range autofocusing for FMCW radars using time warping and a spectral concentration measure
Author :
Anghel, Andrei ; Vasile, Gabriel ; Cacoveanu, Remus ; Ioana, Cornel ; Ciochina, Silviu
Author_Institution :
Grenoble-Image-sPeech-Signal-Automatics Lab., Grenoble INP, Grenoble, France
fYear :
2015
fDate :
10-15 May 2015
Abstract :
This paper proposes a novel range autofocusing algorithm for linear frequency modulated continuous wave radars based on time warping and a spectral concentration measure. The algorithm deals with the estimation and correction of nonlinearities caused by the voltage controlled oscillator´s nonlinear tuning curve and assumes that this curve is described by an a priori known model and depends only on a few unknown parameters. The procedure is based on time warping the beat signal in turn with every function resulted from different model parameters combinations and evaluating the concentration of the warped signal´s spectrum. The estimated nonlinearity parameters of the model are the ones which provide the best spectral concentration. The algorithm is tested with simulations and real data provided by an X-band radar.
Keywords :
CW radar; FM radar; parameter estimation; radar signal processing; voltage-controlled oscillators; FMCW radars; X-band radar; a priori known model; linear frequency modulated continuous wave radars; nonlinearity correction; nonlinearity parameter estimation; range autofocusing algorithm; spectral concentration measure; time warping; voltage controlled oscillator nonlinear tuning curve; Computational modeling; Estimation; Frequency modulation; Radar; Signal to noise ratio; Time-frequency analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Radar Conference (RadarCon), 2015 IEEE
Conference_Location :
Arlington, VA
Print_ISBN :
978-1-4799-8231-8
Type :
conf
DOI :
10.1109/RADAR.2015.7131065
Filename :
7131065
Link To Document :
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