基于遺傳算法的星載合成孔徑雷達(dá)天線方向圖與模糊綜合
Antenna Pattern Synthesis for Ambiguity Depressing in Spaceborne SAR Systems Based on Genetic Algorithms
-
摘要: 該文針對改善星載合成孔徑雷達(dá)(星載SAR)的模糊特性,以星載SAR的模糊度為目標(biāo)函數(shù),以天線方向圖的主瓣寬度和副瓣電平為約束條件,應(yīng)用遺傳算法對天線方向圖進(jìn)行綜合。仿真結(jié)果表明,這種方法很好地抑制了模糊度,同時控制了主瓣寬度和副瓣電平,對星載SAR系統(tǒng)設(shè)計具有實際意義。
-
關(guān)鍵詞:
- 星載合成孔徑雷達(dá);天線方向圖綜合;模糊
Abstract: In this paper Genetic Algorithms(GA) are applied to antenna pattern synthesis according to ambiguity depressing in spaceborne SAR. The ambiguity of spaceborne SAR is regarded as the objective function, and the beamwidth and the side lobe level of the antenna pattern are regarded as the constraints. The simulation results show that the ambiguity is depressed while the beamwidth and the side lobe level are well controlled via this method, which is quite helpful to spaceborne SAR system designing. -
Barbarossa S. An antenna pattern synthesis technique for spaceborne SAR performance optimization. IEEE Trans. on Geoscience and Remote Sensing, 1991, 29(2): 255-259.[2]Haupt R. Genetic algorithm design of antenna arrays[J].IEEE Proceedings on Aerospace Applications Conference, Aspen, CO USA, Feb.1996, Vol. 1:103-109[3]張澄波. 綜合孔徑雷達(dá)原理、系統(tǒng)分析與應(yīng)用. 北京: 科學(xué)出版社,1980: 475-477.[4]Michalewicz Z. Genetic Algorithms + Data Structures = Evolution Programs. Berlin Heidelberg, Springer Press, 1992: 99-102.[5]Srinivas N, Deb K. Multiobjective optimization using nondominated sorting in genetic algorithms[J].Evolutionary Computation.1995, 2(3):221-[6]Angantyr A, Andersson J, Aidanpaa J. Constrained optimization based on a multiobjective evolutionary algorithm. Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003), Vol. 3, IEEE Press, Canberra, Australia, December 2003: 1560-1567. -
計量
- 文章訪問數(shù): 2444
- HTML全文瀏覽量: 76
- PDF下載量: 803
- 被引次數(shù): 0