Title :
Novel Filter Design for detecting weak targets of slow speed out of multi-mode clutters
Author :
Haihong, Tao ; Nintao, Li ; Guisheng, Liao
Author_Institution :
Key Lab for Radar Signal Process., Xidian Univ., Xi´´an
Abstract :
The paper presents a novel stagger MTI filter design algorithm, which can detect weak targets of slow speed out of multi-mode clutters. The method is carried out by slipping pulses, and the best pulse repetitive frequencies selected by gradient-GA make the first notches of the filter banks as shallow as possible, so the weak targets in the first notch can be detected. Multi-model clutters can be suppressed by MTI filter, and blind-velocity can be appeared out of three times velocity of sound. Combined GA´s the capability of the whole searching and not limited by selection of initial parameter with the gradient algorithm´s advantage of fast searching, it can offer fewer initial population and low computation complexity. The simulation and performance analysis demonstrate the feasibility and validity of the algorithm
Keywords :
genetic algorithms; gradient methods; notch filters; radar clutter; radar detection; computation complexity; gradient-GA algorithm; multimode clutters; notch filter; radar target detection; slipping pulses; stagger MTI filter; Analytical models; Doppler radar; Filter bank; Frequency; NP-complete problem; Performance analysis; Radar clutter; Radar detection; Signal design; Signal processing algorithms; Gradient-genetic algorithm; Stagger MTI; Stagger code; the First notch;
Conference_Titel :
Radar, 2006. CIE '06. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
0-7803-9582-4
Electronic_ISBN :
0-7803-9583-2
DOI :
10.1109/ICR.2006.343387