Title :
Adaptive extended targets detection method based on wavelet transform in Gaussian clutter
Author :
Wang, Lian ; Dong, Sheng-bo ; Shang, Zheng-guo ; Li, Sheng
Author_Institution :
Inst. of Remote Sensing Equip., Beijing, China
Abstract :
In the detection of high range resolution(HRR) radar, the target profile has one or some scattering points distributed in the radial distance. In this paper, in order to improve the detection performance of the HRR radar, a new adaptive extended targets detection method based on wavelet transform in the presence of Gaussian clutter is proposed. First, this paper applies the method of wavelet transform to the target location of the range profile, then it puts forword the generalized likelihood rate test(GLRT) detection method of adaptive energy integration and analyzes the influence of the scattering density of the extended targets. At last, in order to decrease the false alarm probability, after GLRT detection, the method applies the binary integration to the 0/1 signal. The result of simulation proves the efficiency of the adaptive distributed targets detection algorithm.
Keywords :
Gaussian processes; electromagnetic wave scattering; integration; probability; radar clutter; radar detection; radar resolution; radar target recognition; radar tracking; target tracking; wavelet transforms; 0/1 signal; GLRT detection; Gaussian clutter; HRR radar detection; adaptive distributed targets detection algorithm; adaptive energy integration; adaptive extended targets detection method; binary integration; false alarm probability; generalized likelihood rate test; high range resolution radar detection; radial distance; scattering density; target location; target profile; wavelet transform; Clutter; Joints; Object detection; Radar detection; Scattering; Wavelet transforms; Gaussian clutter; HRR; extended targets; target detection; wavelet transform;
Conference_Titel :
Millimeter Waves (GSMM), 2012 5th Global Symposium on
Conference_Location :
Harbin
Print_ISBN :
978-1-4673-1302-5
DOI :
10.1109/GSMM.2012.6314096