Tao Hai-hong, Liao Gui-sheng, Wang Li-jun. Novel Filter Design for Detecting Weak Targets of Slow Speed Out of Multi-mode Clutters[J]. Journal of Electronics & Information Technology, 2005, 27(10): 1580-1584.
Citation:
Tao Hai-hong, Liao Gui-sheng, Wang Li-jun. Novel Filter Design for Detecting Weak Targets of Slow Speed Out of Multi-mode Clutters[J]. Journal of Electronics & Information Technology, 2005, 27(10): 1580-1584.
Tao Hai-hong, Liao Gui-sheng, Wang Li-jun. Novel Filter Design for Detecting Weak Targets of Slow Speed Out of Multi-mode Clutters[J]. Journal of Electronics & Information Technology, 2005, 27(10): 1580-1584.
Citation:
Tao Hai-hong, Liao Gui-sheng, Wang Li-jun. Novel Filter Design for Detecting Weak Targets of Slow Speed Out of Multi-mode Clutters[J]. Journal of Electronics & Information Technology, 2005, 27(10): 1580-1584.
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 notch 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 GAs the capability of the whole searching and not limited by selection of initial parameter with the gradient GAs 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.
Skolnik M. I. [美]著,王军等译. 雷达手册. 北京:电子工业出版社,2003: 575-609.[2]Ntizberg R. Radar Signal Processing and Adaptive Systems. Boston London: Artech House, 1999: 155-206.[3]Holland J H. Adaptation in Natural and Artificial Systems. Ann Arbor, MI: Univ, MichiEAn Press, 1975: 20-45.[4]陈国良, 王熙法等. 遗传算法及其应用. 北京: 人民邮电出[5]版社,1999.5: 59-122.[6]Pham D T, Jin G. Genetic algorithm using gradient-like reproduction operator. Electronics Letters 1995, 31(18): 1558-1559.[7]Fan Laiyao, Zhang Congxia, Ji Hongbing. Wiener filtering and LMS algorithm of periodic nonuniformly sampled stochastic sequence[J].Electronics Letters.1995, 31(20):1729-1731[8]Weng Zuyin. Optimal design of clutter rejection filter for MTI system. Radar, 2001, CIE International Conference on, Proceedings, 15 18, Oct., 2001 : 457-478.[9]Soumekh M, Himed B. Multi-channel signal subspace processing methods for SAR-MTI. Radar Conference, 2003. Proceedings of the 2003 IEEE , 5-8 May, 2003: 126-132.[10]Huang Yong, Peng Yingning. Design of airborne adaptive recursive MTI filter for detecting targets of slow speed. Radar Conference, 2000. The Record of the IEEE 2000 International, 7-12 May, 2000: 215-218.[11]樊来耀,张戌宝,姬红兵. 参差采样序列傅式分析的理论研究. 电子学报,1994,2(7):76-83.[12]张贤达. 现代信号处理. 北京:清华大学出版社,1998.12, 125-138.[13]Simon Haykin. Adaptive Filter Theory (Fourth Edition). NJ: Prentice-Hall. July 2002: 94 135, 807-832.[14]张文修,梁怡. 遗传算法的数学基础. 西安:西安交通大学出版社,2000.5: 93-105.[15]毛用才,胡奇英. 随机过程. 西安:西安电子科技大学出版社,1999.3: 101-142.