Title :
Scattering Centers Measurements Using a Modified Matrix Pencil Method
Author :
Li, Shiyong ; Lv, Xin ; Sun, Houjun ; Hu, Weidong
Author_Institution :
Dept. of Electron. Eng., Beijing Inst. of Technol.
Abstract :
A modified matrix pencil (MP) method is discussed with applications to the scattering centers measurements in step-frequency radar system. Comparison with the Kumaresan-Tufts (KT) method, a parameter estimation method belonging to the "polynomial" method, is given out, and it is shown the MP method is more robust than the KT method with respect to noise and to the pencil parameter changes. Also the MP method has the computational advantage over the KT method. Results compared with the IFFT method show that the resolution and precision of the MP method are both higher than those of the IFFT method. The MP method is more sensitive to noise than the IFFT method when the signal-to-noise ratio (SNR) is low. But the robustness can be significantly improved by using the mean of the estimates
Keywords :
fast Fourier transforms; matrix algebra; parameter estimation; polynomials; radar signal processing; IFFT method; Kumaresan-Tufts method; modified matrix pencil method; parameter estimation method; pencil parameter changes; polynomial method; scattering centers measurements; signal-to-noise ratio; step-frequency radar system; Covariance matrix; Energy resolution; Frequency; Noise robustness; Parameter estimation; Polynomials; Position measurement; Radar measurements; Radar scattering; Signal to noise ratio;
Conference_Titel :
Signal Processing, 2006 8th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9736-3
Electronic_ISBN :
0-7803-9736-3
DOI :
10.1109/ICOSP.2006.346039