反舰导弹航路规划问题的研究现状与进展

刘钢; 老松杨; 谭东风; 周智超

doi:10.3724/SP.J.1004.2013.00347

反舰导弹航路规划问题的研究现状与进展

doi: 10.3724/SP.J.1004.2013.00347

1.
国防科学技术大学信息系统工程重点实验室长沙 410073;
2.
解放军95039部队汕头 515049;
3.
海军陆战学院广州 510430

详细信息

通讯作者:
刘钢

计量
- 文章访问数: 2049
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- 被引次数: 0
出版历程
- 收稿日期: 2012-04-27
- 修回日期: 2012-09-18
- 刊出日期: 2013-04-20

Research Status and Progress on Anti-ship Missile Path Planning

1.
Science and Technology on Information Systems Engineering Laboratory, National University of Defense Technology, Changsha 410073;
2.
Unit 95039 of PLA, Shantou 515049;
3.
Naval Marine Institute, Guangzhou 510430

摘要

摘要: 航路规划是一种多约束多目标非线性优化问题. 对反舰导弹航路规划 (Anti-ship missile path planning, ASMPP) 问题及其方法的研究进展进行了综述. 1) 论述了反舰导弹航路规划问题领域的研究现状, 包括反舰导弹航路规划相关名词术语的统一和规范、对问题的界定及其定义、反舰导弹航路规划的特点; 2) 分析了反舰导弹航路规划问题模型的研究进展; 3) 分析了反舰导弹航路规划方法的研究进展, 包括基于几何学原理的航路规划方法和基于智能优化算法的航路规划方法; 4) 对多平台反舰导弹协同航路规划方法的研究进展进行了分析和总结; 5) 阐述了反舰导弹航路规划面临的关键问题及发展趋势.
- 反舰导弹 /
- 航路规划 /
- 几何学 /
- 智能优化算法 /
- 多平台
Abstract: Path planning is one of the multi-objective non-linear optimization problems with multiple constraints. The problem of anti-ship missile path planning (ASMPP) and its approaches are reviewed in this work. Firstly, the research status of ASMPP problem domains is analyzed. It includes unification and specification of correlative nomenclature about ASMPP, the problem boundary and definition, and the characteristics of ASMPP. Secondly, the research progress of problem model is analyzed. Thirdly, the research progress of ASMPP methods based on geometry principle and intelligent optimization algorithms is analyzed. Fourthly, the research progress of cooperative path planning methods of anti-ship missiles launched from multiple platforms is analyzed and summarized. Finally, a brief conclusion of the key problems and the development trend of ASMPP are elaborated.
- Anti-ship missile /
- path planning /
- geometry /
- intelligent optimization algorithms /
- multiple platforms

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参考文献(1)

[1]

Liu Juan. Path Planning Method of High Altitude Hypersonic Cruise Missile in the Complex Countermine Environment [Ph.D. dissertation], National University of Defense Technology, China, 2010(刘娟. 复杂对抗条件下的高空高超声速巡航导弹航迹规划方法研究 [博士学位论文], 国防科学技术大学, 中国, 2010)[2] Liu Gang, Liu Yu-Bin, Zhao Jie, Zhu Lei. Path planning for a new mine rescue robot base on visual tangent graphs. Journal of Jilin University (Engineering and Technology Edition), 2011, 41(4): 1107-1112(刘罡, 刘玉斌, 赵杰, 朱磊. 基于可视切线图的新型煤矿救援机器人路径规划. 吉林大学学报(工学版), 2011, 41(4): 1107-1112)[3] Wu Feng-Guang, Xi Hong-Sheng. A new tangent based path planner. Robot, 2004, 26(3): 193-197(吴峰光, 奚宏生. 一种新的基于切线的路径规划方法. 机器人, 2004, 26(3): 193-197)[4] Fu Yang-Guang, Zhou Cheng-Ping, Wang Chang-Qing, Chen Zhao, Li Shao-Hua, Zhou Qi-Zhong. Path planning for UAV considering time constraint. Journal of Astronautics, 2011, 32(4): 749-755(傅阳光, 周成平, 王长青, 陈昭, 李少华, 周其忠. 考虑时间约束的无人飞行器航迹规划. 宇航学报, 2011, 32(4): 749-755)[5] Zhang You-An, Fan Zuo-E, Mi Yu-Lin. Route planning and threat avoidance algorithm for anti-ship missile. Journal of Jilin University (Engineering and Technology Edition), 2008, 38(3): 746-752(张友安, 范作娥, 糜玉林. 反舰导弹航路规划与威胁规避算法. 吉林大学学报(工学版), 2008, 38(3): 746-752)[6] Wu Wen-Chao, Huang Chang-Qiang, Song Lei, Tang Shang-Qin, Bai Ren-Chao. Cooperative search and path planning of multi-unmanned air vehicles in uncertain environment. Acta Armamentarii, 2011, 32(11): 1337-1342(吴文超, 黄长强, 宋磊, 唐上钦, 白壬潮. 不确定环境下的多无人机协同搜索航路规划. 兵工学报, 2011, 32(11): 1337-1342)[7] Dictionary Editing Office of Language Graduate School of Chinese Academy of Social Sciences. Contemporary Chinese Dictionary. Beijing: the Commercial Press, 1984(中国社会科学院语言研究所词典编辑室. 现代汉语词典. 北京: 商务印书馆, 1984)[8] Academy of Military Science of Chinese PLA. Military Terms of Chinese PLA. Beijing: Military Sciences Press, 1997(中国人民解放军军事科学院. 中国人民解放军军语. 北京: 军事科学出版社, 1997)[9] Guan Shi-Yi, Song Wei, Song Shao-Mei. Discussion on some nomenclature in flight mission planning. Winged Missiles Journal, 2005, 35(8): 23-25(关世义, 宋玮, 宋绍梅. 关于飞行任务规划若干名词术语的讨论. 飞航导弹, 2005, 35(8): 23-25)[10] Wang Tao, Sun Jian-Hua, Li Xiao-Yang. Discussion on problems in trajectory planning of ship-to-ship missile. Tactical Missile Technology, 2003, 24(5): 11-15(王涛, 孙建华, 李晓阳. 试论舰舰导弹的弹道规划问题. 战术导弹技术, 2003, 24(5): 11-15)[11] Long Fei, Liu Ding-Chen, Zhang Lin, Wang Shu-Wei. Discussion on the influence of path planning technique to anti-ship missile attacking. Winged Missiles Journal, 2005, 35(12): 26-28(龙飞, 刘鼎臣, 张林, 汪树伟. 航路规划技术对反舰导弹攻击影响的探讨. 飞航导弹, 2005, 35(12): 26-28)[12] Xie Xiao-Fang, Sun Tao. Object oriented study of data structure in antiship missile route planning. Fire Control and Command Control, 2006, 31(7): 73-75, 89(谢晓方, 孙涛. 面向对象的反舰导弹航路规划. 火力与指挥控制, 2006, 31(7): 73-75, 89)[13] Wang Jian-Guo, Gao Jun-Liang, Xu Xiao-Gang. Summarization of anti-ship missile path planning. Winged Missiles Journal, 2007, 37(2): 26-29(王建国, 高军亮, 徐晓刚. 反舰导弹航路规划概述. 飞航导弹, 2007, 37(2): 26-29)[14] Zhang Chuan-Gang, Kan Ya-Bin, Yang Xing-Bao, Yang Lin-Guang. Research on combat principle and operational decision of anti-ship missile fairway layout. Journal of Dalian Naval Academy, 2006, 29(1): 30-34(张传刚, 阚亚斌, 杨兴宝, 杨林广. 反舰导弹航路规划原则与使用决策研究. 海军大连舰艇学院学报, 2006, 29(1): 30-34)[15] Min Chang-Wan, Yuan Jian-Ping. Introduction of military aircraft route planning. Flight Dynamics, 1998, 16(4): 14- 19(闵昌万, 袁建平. 军用飞行器航迹规划综述. 飞行力学, 1998, 16(4): 14-19)[16] He Pei. A Research on Flight Path Planning for Penetration Mission at Low Altitude [Ph.D. dissertation], Beijing University of Aeronautics and Astronautics, China, 2003(何珮. 低空突防航迹规划方法研究 [博士学位论文], 北京航空航天大学, 中国, 2003)[17] Chen Yu-Wen. Fast search algorithm for anti-ship missile route planning. Journal of System Simulation, 2009, 21(20): 6424-6428, 6435(陈玉文. 反舰导弹航路规划快速搜索算法. 系统仿真学报, 2009, 21(20): 6424-6428, 6435)[18] Kabama P T, Meerkov S M, Zeitz F H III. Optimal path planning for unmanned combat aerial vehicles to defeat radar tracking. Journal of Guidance, Control, and Dynamics, 2006, 29(2): 279-288[19] Ding Ming-Yue, Zheng Chang-Wen, Zhou Cheng-Ping, Yan Ping. Route Planning for Unmanned Aerial Vehicles. Beijing: Publishing House of Electronics Industry, 2009(丁明跃, 郑昌文, 周成平, 严平. 无人飞行器航迹规划. 北京: 电子工业出版社, 2009)[20] Hucaoglu C, Sanderson A C. Planning multiple paths with evolutionary speciation. IEEE Transactions on Evolutionary Computation, 2001, 5(3): 169-191[21] Fan Hong-Da, Ma Xiang-Ling, Ye Wen. Plane Low Altitude Penetration Route Planning Technique. Beijing: National Defense Industry Press, 2007(范洪达, 马向玲, 叶文. 飞机低空突防航路规划技术. 北京: 国防工业出版社, 2007)[22] Hsiao Y T, Chuang C L, Chien C C. Ant colony optimization for best path planning. In: Proceedings of the 2004 IEEE International Symposium on Communications and Information Technologies. Sapporo, Japan: IEEE, 2004. 109-113[23] Xie Xiao-Fang, Sun Tao, Ouyang Zhong-Hui. Anti-ship Missile Path Planning Technique. Beijing: National Defense Industry Press, 2010(谢晓方, 孙涛, 欧阳中辉. 反舰导弹航路规划技术. 北京: 国防工业出版社, 2010)[24] Nikolos I K, Valavanis K P, Tsourveloudis N C, Kostaras A N. Evolutionary algorithm based offline/online path planner for UAV navigation. IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, 2003, 33(6): 898-912[25] AI-Hasan S, Vachtsevanos G. Intelligent route planning for fast autonomous vehicles operating in a large natural terrain. Robotics and Autonomous Systems, 2002, 40(1): 1-24[26] Foo J L, Knutzon J, Kalivarapu V, Oliver J, Winer E. Path planning of unmanned aerial vehicles using B-splines and particle swarm optimization. Journal of Aerospace Computing, Information, and Communication, 2009, 6(4): 271-290[27] Du Ping, Yang Chun. Introduction of air vehicle path planning algorithms. Flight Dynamics, 2005, 23(2): 10-14(杜萍, 杨春. 飞行器航迹规划算法综述. 飞行力学, 2005, 23(2): 10-14)[28] Liu Gang, Lao Song-Yang, Tan Dong-Feng, Zhou Zhi-Chao. Fast graphic converse method for path planning of anti-ship missile. Journal of Ballistics, 2011, 23(2): 52-56(刘钢, 老松杨, 谭东风, 周智超. 反舰导弹航路规划图形化快速逆推方法. 弹道学报, 2011, 23(2): 52-56)[29] Liu Gang, Lao Song-Yang, Tan Dong-Feng. Converse path planning for anti-ship missiles based on operational area. Systems Engineering and Electronics, 2011, 33(4): 799-805(刘钢, 老松杨, 谭东风. 基于功能区域的反舰导弹逆向航路规划. 系统工程与电子技术, 2011, 33(4): 799-805)[30] Nathan D R, Manu S, David G. A hybrid A* automation approach to on-line path planning with obstacle avoidance. In: Proceedings of the 1st AIAA Intelligent Systems Technical Conference. Chicago, Illinois: AIAA, 2004. 6229-6246[31] Liu Juan, Zhang Wei, Li Qun, Wang Wei-Ping. Heuristic route planning approach based on threat points. Systems Engineering and Electronics, 2010, 32(10): 2171-2175(刘娟, 张伟, 李群, 王维平. 基于威胁特征点的启发式航迹规划方法. 系统工程与电子技术, 2010, 32(10): 2171-2175)[32] Shannon T, Ahthony C, Eric J. On-line trajectory optimization including moving threats and targets. In: Proceedings of the 2004 AIAA Guidance, Navigation, and Control Conference and Exhibit. Rhode Island, Providence: American Institute of Aeronautics and Astronautics, 2004. 1-12[33] Fu Y G, Ding M Y, Zhou C P. Phase angle-encoded and quantum-behaved particle swarm optimization applied to three-dimensional route planning for UAV. IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans, 2011, 42(2): 511-526[34] Guo X J, Fan Z E, Ma P B. Research and simulation on route planning algorithm for anti-ship missile. In: Proceedings of the 2008 Asia Simulation Conference —— the 7th International Conference on Systems Simulation and Scientific Computing. Beijing, China: IEEE, 2008. 940-946[35] Helgason R V, Kennington J L, Lewis K R. Cruise missile mission planning: a heuristic algorithm for automatic path generation. Journal of Heuristics, 2001, 7(5): 473-494[36] Sun Jian, Wu Sen-Tang. Route planning of cruise missile based on improved particle swarm algorithm. Journal of Beijing University of Aeronautics and Astronautics, 2011, 37(10): 1228-1232(孙健, 吴森堂. 基于改进粒子群优化算法的巡航导弹航路规划. 北京航空航天大学学报, 2011, 37(10): 1228-1232)[37] Ren Min, Huo Xiao-Hua. The real-time path planning method of UAV based on asynchronous bi-precision scrolled window. Science China: Information Science, 2010, 40(4): 561-568(任敏, 霍霄华. 基于异步双精度滚动窗口的无人机实时航迹规划方法. 中国科学: 信息科学, 2010, 40(4): 561-568)[38] Kevin P B. High-Fidelity Real-Time Trajectory Optimization for Reusable Launch Vehicles [Ph.D. dissertation], Naval Postgraduate School, USA, 2006. 28-40[39] Zhu Qing-Bao. Ant algorithm for path planning of mobile robot in a complex environment. Acta Automatica Sinica, 2006, 32(4): 586-593(朱庆保. 复杂环境下的机器人路径规划蚂蚁算法. 自动化学报, 2006, 32(4): 586-593)[40] Ortega L M, Rueda A J, Feito F R. A solution to the path planning problem using angle preprocessing. Robotics and Autonomous Systems, 2009, 58(1): 27-36[41] Pettersson P O, Doherty P. Probabilistic roadmap based path planning for an autonomous unmanned helicopter. Journal of Intelligent and Fuzzy Systems, 2006, 17(4): 395- 405[42] Zhu Yi, Zhang Tao, Song Jing-Yan. Study on the local minima problem of path planning using potential field method in unknown environments. Acta Automatica Sinica, 2010, 36(8): 1122-1130(朱毅, 张涛, 宋靖雁. 未知环境下势场法路径规划的局部极小问题研究. 自动化学报, 2010, 36(8): 1122-1130)[43] Huang L. Velocity planning for a mobile robot to track a moving target-a potential field approach. Robotics and Autonomous Systems, 2009, 57(1): 55-63[44] Giesbrecht J. Global Path Planning for Unmanned Ground Vehicles. Technical Report. Technical Memorandum Defence Research and Development Canada-Suffield 2004-272, DRDC Suffield, Canada, 2004[45] Wang Wei-Ping, Liu Juan. Introduction to unmanned air vehicle route planning methods. Flight Dynamics, 2010, 28(2): 6-10, 15(王维平, 刘娟. 无人飞行器航迹规划方法综述. 飞行力学, 2010, 28(2): 6-10, 15)[46] Shannon T. Optimal Path Planning for Single and Multiple Aircraft Using a Reduced Order Formulation [Ph.D. dissertation], Georgia Institute of Technology, Atlanta, USA, 2007[47] Geiger B R, Horn J F, DeLullo A M, Long L N, Niessner A F. Optimal path planning of UAVs using direct collocation with nonlinear programming. In: Proceedings of the 2007 AIAA Guidance, Navigation, and Control Conference and Exhibit. Keystone, USA: AIAA, 2006. 6106-6199[48] Khoukhi A, Baron L, Balazinski M. Constrained multi-objective trajectory planning of parallel kinematic machines. Robotics and Computer-Integrated Manufacturing, 2009, 25(4-5): 756-769[49] Saravanan R, Ramabalan S, Balamurugan C. Evolutionary multi-criteria trajectory modeling of industrial robots in the presence of obstacles. Engineering Applications of Artificial Intelligence, 2009, 22(2): 329-342[50] Zeitz F H III. UCAV Path Planning in the Presence of Radar-Guided Surface-to-Air Missile Threats [Ph.D. dissertation], University of Michigan, Ann Arbor, MI, USA, 2005[51] Ma C S, Miller R H. MILP optimal path planning for real-time applications. In: Proceedings of the 2006 American Control Conference. Minneapolis, Minnesota, USA: IEEE, 2006. 4945-4950[52] Shen Jian-Feng, Xu Cheng, Chen Feng. Application of genetic algorithm to antiship missile route planning. Flight Dynamics, 2005, 23(3): 52-55, 56(沈建锋, 许诚, 陈峰. 遗传算法在反舰导弹航路规划中的应用. 飞行力学, 2005, 23(2): 52-55, 56)[53] Ademoye T A, Davari A. Trajectory planning for multiple autonomous systems using mixed integer linear programming. In: Proceedings of the 38th Southeastern Symposium on System Theory. Cookeville, Tennessee, USA: IEEE Press, 2006. 175-179[54] Misovec K, Inanc T, Wholetz J, Murray R M. Low-observable nonlinear trajectory generation for unmanned air vehicles. In: Proceedings of the 42nd IEEE Conference on Decision and Control. Maui, USA: IEEE, 2003. 3103-3110[55] Zhao Ming-Yuan, Zhou Jun. Algorithm of 4D real-time path planning based on A* algorithm. Fire Control and Command Control, 2008, 33(8): 99-101(赵明元, 周军. 基于A*算法的四维实时航迹规划算法. 火力与指挥控制, 2008, 33(8): 99-101)[56] Tang Shang-Qin, Huang Chang-Qiang, Hu Jie, Wu Wen-Chao. Threat equivalent and improved PSO algorithm based real-time method of UCAV route planning. Systems Engineering and Electronics, 2010, 32(8): 1706-1710(唐上钦, 黄长强, 胡杰, 吴文超. 基于威胁等效和改进PSO算法的UCAV实时航路规划方法. 系统工程与电子技术, 2010, 32(8): 1706-1710)[57] Li Qing. Low Altitude Flight and Penetration System Study [Master dissertation], Nanjing University of Aeronautics and Astronautics, China, 1997(李清. 综合低空飞行与突防系统研究 [硕士学位论文], 南京航空航天大学, 中国, 1997)[58] Doyle A B, Jones D I. A tangent based method for robot path planning. In: Proceedings of the 1994 IEEE International Conference on Robotics and Automation. San Diego, CA: IEEE Computer Society Press, 1994. 1561-1566[59] Liu Gang, Zhou Zhi-Chao. Area division in path plan of anti-ship missile based on ship formation. Command Control and Simulation, 2008, 30(3): 22-27(刘钢, 周智超. 基于舰艇编队的反舰导弹航路规划区域划分. 指挥控制与仿真, 2008, 30(3): 22-27)[60] Léchevin N, Rabbath C A, Lauzon M. Cooperative and deceptive planning of multi-formations of networked UCAVs in adversarial urban environments. In: Proceedings of the 2007 AIAA Guidance, Navigation and Control Conference and Exhibit. Hilton: AIAA, 2007. 6410-6414[61] Vascak J, Rutrich M. Path planning in dynamic environment using fuzzy cognitive maps. In: Proceedings of the 6th International Symposium on Applied Machine Intelligence and Informatics. Herlany: IEEE, 2008. 5-9[62] Melchior P, Orsoni B, Lavialle O, Poty A, Oustaloup A. Consideration of obstacle danger level in path planning using and fast-marching optimisation: comparative study. Signal Processing, 2003, 83(11): 2387-2396[63] Szczerba R J, Galkowski P, Glicktein I S, Ternullo N. Robust algorithm for real-time route planning. IEEE Transactions on Aerospace and Electronic Systems, 2000, 36(3): 869-878[64] Viet N H, Vien N A, Lee S, Chung T. Obstacle avoidance path planning for mobile robot based on multi colony ant algorithm. In: Proceedings of the 1st International Conference on Advances in Computer-Human Interaction. Martinique: IEEE, 2008. 285-289[65] Jung L F, Jared S K, James H O, Eliot H W. Three-dimensional multi-objective path planning of unmanned aerial vehicles using particle swarm optimization. In: Proceedings of the 48th AIAA/ASME/ASCE/AHS Structures, Structural Dynamics, and Materials Conference. Hawaii: AIAA, 2007. 1881-1890[66] Zheng C W, Ding M Y, Zhou C P. Real-time route planning for unmanned air vehicle with an evolutionary algorithm. International Journal of Pattern Recognition and Artificial Intelligence, 2003, 17(1): 63-81[67] Zheng C, Li L, Xu F, Sun F, Ding M. Evolutionary route planner for unmanned air vehicles. IEEE Transactions on Robotics, 2005, 21(4): 609-620[68] Fu Yang-Guang, Zhou Cheng-Ping, Ding Ming-Yue. 3-D route planning based on hybrid quantum-behaved particle swarm optimization. Journal of Astronautics, 2010, 31(12): 2657-2664(傅阳光, 周成平, 丁明跃. 基于混合量子粒子群优化算法的三维航迹规划. 宇航学报, 2010, 31(12): 2657-2664)[69] Shima T, Schmacher C. Assignment of Cooperating UAVs to Simultaneous Tasks Using Genetic Algorithms, Technical Report AIAA 2005-5829, Ft. Belvoir Defense Technical Information Center, 2005[70] Li Q, Gao W, Lu Y P, Shen C L. Aircraft route optimization using genetic algorithms. In: Proceedings of the 2nd International Conference on ''Genetic Algorithms in Engineering Systems: Innovations and Applications''. Glasgow, UK: IET Conference Publications, 1997. 394-397[71] Ji Wan-Feng, Jiang Li-Ping, Zhu Jian-Chong, Ruan Bing. Encoding of route planning based on genetic algorithm. Electronics Optics and Control, 2010, 17(6): 44-47, 64(汲万峰, 姜礼平, 朱建冲, 阮冰. 基于遗传算法的航路规划编码研究. 电光与控制, 2010, 17(6): 44-47, 64)[72] Kennedy J, Eberhart R. Particle swarm optimization. In: Proceedings of the 1995 IEEE International Conference on Neural Networks. Perth, Australia: IEEE, 1995. 1942-1948[73] Eberhart R, Kennedy J. A new optimizer using particle swarm theory. In: Proceedings of the 6th International Symposium on Micro Machine and Human Science. Piscataway, USA: IEEE, 1995. 39-43[74] Shi Y H, Eberhart R. A modified particle swarm optimizer. In: Proceedings of the 1998 IEEE Congress on Evolutionary Computation. Piscataway, USA: IEEE, 1998. 69-73[75] Liu Gang, Lao Song-Yang, Yuan Can, Hou Lv-Lin, Tan Dong-Feng. OACRR-PSO algorithm for anti-ship missile path planning. Acta Automatica Sinica, 2012, 38(9): 1528- 1537(刘钢, 老松杨, 袁灿, 侯绿林, 谭东风. 反舰导弹航路规划的OACRR-PSO算法. 自动化学报, 2012, 38(9): 1528-1537)[76] Ni Tian-Quan, Wang Jian-Dong, Liu Yi-An. Application of particle swarm algorithm in route planning of UAV. Systems Engineering and Electronics, 2011, 33(4): 806-810(倪天权, 王建东, 刘以安. 交叉粒群算法在无人机航路规划中的应用. 系统工程与电子技术, 2011, 33(4): 806-810)[77] van de Bergh F. An Analysis of Particle Swarm Optimizers [Ph.D. dissertation], Depatment of Computer Science, University of Pretoria, Pretoria, South Africa, 2002[78] Ji Zhen, Zhou Jia-Rui, Liao Hui-Lian, Wu Qing-Hua. A novel intelligent single particle optimizer. Chinese Journal of Computers, 2010, 33(3): 556-561(纪震, 周家锐, 廖惠连, 吴青华. 智能单粒子优化算法. 计算机学报, 2010, 33(3): 556-561)[79] Shen Jian-Feng, Liu Xing-Ming, Wu Ling-Hua, Xu Cheng. Cooperative route planning of anti-ship missiles from multiple platforms. Tactical Missile Technology, 2009, 30(2): 62 -66(沈建锋, 刘兴明, 吴凌华, 许诚. 多平台反舰导弹协同航迹规划. 战术导弹技术, 2009, 30(2): 62-66)[80] Nikolos I K, Brintaki A N. Coordinated UAV path planning using differential evolution. In: Proceedings of the 2005 IEEE International Symposium on Mediterranean Conference on Control and Automation. Limassol, Cyprus: IEEE, 2005. 549-556[81] Chandler P R, Rasmussen S, Pachter M. UAV cooperative path planning. In: Proceedings of the 2000 AIAA Guidance, Navigation and Control Conference. Denver, CO: AIAA, 2000. 4370-4375[82] Li Na. Study on Algorithm of Route Planning in Air-to-ground Attacking [Master Dissertation], Beijing University of Aeronautics and Astronautics, China, 2005(李娜. 对地攻击路径规划算法的研究 [硕士学位论文], 北京航空航天大学, 中国, 2005)[83] Gao Xiao-Guang, Fu Xiao-Wei, Song Shao-Mei. Trajectory planning for multiple uninhabited combat air vehicles. Systems Engineering-Theory and Practice, 2004, 24(5): 140- 143(高晓光, 符小卫, 宋绍梅. 多UCAV航迹规划研究. 系统工程理论与实践, 2004, 24(5): 140-143)[84] McLain T W, Bread R W. Coordination variables, coordination functions, and cooperative timing missions. AIAA Journal of Guidance, Dynamics, and Control, 2005, 28(1): 150-161[85] Su Fei, Peng Hui, Shen Lin-Cheng. Research on multi-UCAV cooperative route planning based on coevolutionary multi-ant-colony algorithm. Acta Armamentarii, 2009, 30(11): 1562-1568(苏菲, 彭辉, 沈林成. 基于协进化多子群蚁群算法的多无人作战飞机协同航迹规划研究. 兵工学报, 2009, 30(11): 1562-1568)[86] Wang Yu-Lin, Zhou Shao-Lei, Zhou Chao. Coordinated routing planning of anti-ship cruise missile based on GA. Tactical Missile Technology, 2010, 31(6): 1-7(王玉林, 周绍磊, 周超. 基于遗传算法的反舰巡航导弹协同航迹规划. 战术导弹技术, 2010, 31(6): 1-7)[87] Pan Zhe. Cooperative path planning of anti-ship missiles in a constant wind. Journal of Naval Aeronautical Engineering Institute, 2011, 26(2): 219-222, 228(潘哲. 常值风作用下的反舰导弹多弹协同航路规划. 海军航空工程学院学报, 2011, 26(2): 219-222, 228)[88] Ceccarelli N, Enright J J, Frazzoli E, Rasmussen S J, Schumacher C J. Micro UAV path planning for reconnaissance in wind. In: Proceedings of the 2007 American Control Conference. New York, USA: IEEE Conference Publications, 2007. 5310-5315[89] McGee T G, Spry S, Hedrick J K. Optimal path planning in a constant wind with a bounded turning rate. In: Proceedings of the 2006 AIAA Conference on Guidance, Navigation, and Control. San Francisco, California: AIAA, 2006. 1-11[90] Liu Gang, Zhou Zhi-Chao, Xu Qing-Hua, Shen Yi-Wen. Study on route programming of anti-ship missile based on ship formation. Electronics Optics and Control, 2009, 16(2): 11-17(刘钢, 周智超, 徐清华, 沈医文. 基于舰艇编队的反舰导弹航路规划. 电光与控制, 2009, 16(2): 11-17)[91] Liu Gang, Li Yun, Lao Song-Yang, Tan Dong-Feng. Architecture modeling of anti-ship missile path plan for ship formation based on DoDAF. Fire Control and Command Control, 2011, 36(4): 26-29, 39(刘钢, 李赟, 老松杨, 谭东风. 基于DoDAF的编队导弹航路规划体系结构建模. 火力与指挥控制, 2011, 36(4): 26-29, 39)[92] Liu Gang, Lao Song-Yang, Wang Zhi-Yong. Sequence description of UML-based missile route planning on ship formation. Tactical Missile Technology, 2010, 31(3): 101-105(刘钢, 老松杨, 王志勇. 基于UML的舰艇编队导弹航路规划时序描述. 战术导弹技术, 2010, 31(3): 101-105)[93] Liu Gang, Lao Song-Yang, Tan Dong-Feng, Hou Lv-Lin. Design and realization of an anti-ship missile path planning simulation system for ship formation. Journal of National University of Defense Technology, 2011, 33(3): 157-163(刘钢, 老松杨, 谭东风, 侯绿林. 舰艇编队导弹航路规划仿真系统设计与实现. 国防科技大学学报, 2011, 33(3): 157-163)

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