Title :
Adaptive Range-Doppler Imaging and Target Parameter Estimation in Multistatic Active Sonar Systems
Author :
Jun Ling ; Luzhou Xu ; Jian Li
Author_Institution :
MathWorks Inc., Natick, MA, USA
Abstract :
Multistatic active sonar systems involve the transmission and reception of multiple probing sequences. Since the multiple simultaneously transmitted probing sequences act as interferences to one another, adaptive receiver filters are needed for interference suppression and for target range-Doppler imaging. Two adaptive receiver designs, namely, the iterative adaptive approach (IAA) and the sparse learning via iterative minimization (SLIM) method, are considered for range-Doppler imaging via multistatic active sonar. The so-obtained range-Doppler images allow us to further estimate the target parameters. Specifically, we use the popular quasi-Newton method for target position estimation and the least squares (LS) fitting approach for target velocity determination. The effectiveness of the proposed multistatic active sonar signal processing techniques is verified using numerical examples.
Keywords :
Doppler radar; Newton method; adaptive filters; interference suppression; learning (artificial intelligence); least squares approximations; parameter estimation; radar imaging; sonar; IAA; SLIM; adaptive range-Doppler imaging; adaptive receiver filters; interference suppression; iterative adaptive approach; least squares fitting approach; multistatic active sonar signal processing; probing sequences; quasiNewton method; sparse learning via iterative minimization; target parameter estimation; target position estimation; target range-Doppler imaging; target velocity determination; Doppler effect; Imaging; Iterative methods; Parameter estimation; Receivers; Sonar; Transmitters; Iterative adaptive approach (IAA); least squares (LS) fitting; multistatic active sonar; quasi-Newton; range-Doppler imaging; sparse learning via iterative minimization (SLIM);
Journal_Title :
Oceanic Engineering, IEEE Journal of
DOI :
10.1109/JOE.2013.2249851