Title :
Wideband Extended Range-Doppler Imaging and Waveform Design in the Presence of Clutter and Noise
Author :
Yazici, Birsen ; Xie, Gang
Author_Institution :
Dept. of Electr. Comput. & Syst. Eng., Rensselaer Polytech. Inst., Troy, NY
Abstract :
This paper presents a group-theoretic approach to address the wideband extended range-Doppler target imaging and design of clutter rejecting waveforms. An exact imaging method based on the inverse Fourier transform of the affine group is presented. A Wiener filter is designed in the affine group Fourier transform domain to minimize wideband clutter range-Doppler reflectivity. The Wiener filter is then used to form an operator to precondition transmitted waveforms to reject clutter. Alternatively, the imaging and clutter rejection methods are equivalently re-expressed to perform clutter suppression upon reception. These methods are coupled with noise suppression upon reception. Numerical simulations are performed to demonstrate the performance of the proposed approach. Our study shows that the framework introduced in this paper can address the joint design of receive and transmit processing, design of clutter rejecting waveforms, suppression of noise, and reduction of computational complexity in receive processing
Keywords :
Doppler radar; Fourier transforms; Wiener filters; affine transforms; computational complexity; interference suppression; numerical analysis; radar clutter; radar imaging; Wiener filter; affine group; clutter rejecting waveform; computational complexity; group-theoretic approach; inverse Fourier transform; noise suppression; numerical simulation; wideband extended range-Doppler imaging; Clutter; Density functional theory; Matched filters; Narrowband; Radar imaging; Radar scattering; Reflectivity; Sonar; Wideband; Wiener filter; Affine group; Wiener filter; extended range-Doppler reflectivity; waveform design; wideband;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2006.881750