Title :
ESTIMATION OF MISS DISTANCE PARAMETERS BASED ON DOPPLERLET TRANSFORM AND MATCHING PURSUITALGORITHM
Author :
Ma, Shufen ; Mao, Erke ; Hou, Shujuan
Author_Institution :
Dept. of Electron. Eng., Beijing Inst. of Technol.
Abstract :
Based on the theory of linear transformations, a novel time-frequency representation is presented for the echoes of targets with rectilinear trajectories and constant accelerations in the scoring system. First, time-frequency atoms called Dopplerlets are constructed based on the characteristics of Doppler frequency of echoes. Second, the continuous and discrete Dopplerlet transform is derived and the matching pursuit algorithm is presented. Third, the miss distance parameters are estimated based on the Dopplerlet transform and matching pursuit algorithm. Experimental results are provided to demonstrate the effectiveness and feasibility of the proposed method
Keywords :
signal representation; time-frequency analysis; transforms; Doppler frequency; constant accelerations; continuous Dopplerlet transform; discrete Dopplerlet transform; linear transformation theory; matching pursuit algorithm; miss distance parameter estimation; rectilinear trajectories; target echoes; time-frequency representation; Acceleration; Chirp; Discrete transforms; Fourier transforms; Matching pursuit algorithms; Pursuit algorithms; Radar theory; Time frequency analysis; Trajectory; Wavelet transforms;
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.2006.346020