Systems Engineering and Electronics ›› 2023, Vol. 45 ›› Issue (8): 2318-2324.doi: 10.12305/j.issn.1001-506X.2023.08.04
• Special Section on "Enterprise Strategic Management and System-of-Systems General Design—Celebrating the 70th Anniversary of National University of Defense Technology" • Previous Articles Next Articles
Bing LI, Zhengmin LIU, Xinlu ZHAO
Received:2023-05-16
Online:2023-07-25
Published:2023-08-03
Contact:
Bing LI
CLC Number:
Bing LI, Zhengmin LIU, Xinlu ZHAO. Dynamic resource management of loitering munition group in uncertain environments[J]. Systems Engineering and Electronics, 2023, 45(8): 2318-2324.
Table 1
Initial conditions of the example"
| 巡飞弹群 | 初始位置/m | 目标 | 初始位置/m |
| 弹药1 | (1 912, 1 896) | 目标1 | (1 037, 207) |
| 弹药2 | (1 510, 792) | 目标2 | (572, 593) |
| 弹药3 | (1 052, 1 065) | 目标3 | (1 758, 1 598) |
| 弹药4 | (1 700, 1 807) | 目标4 | (1 873, 883) |
| 弹药5 | (1 632, 680) | 目标5 | (1 612, 985) |
| 弹药6 | (264, 1 328) | 目标6 | (1 938, 59) |
| 弹药7 | (1 521, 1 455) | 目标7 | (1 048, 1 145) |
| 弹药8 | (1 234, 446) | 目标8 | (226, 1 145) |
| 弹药9 | (795, 1 111) | 目标9 | (1 300, 1 483) |
| 弹药10 | (1 683, 910) | 目标10 | (382, 153) |
| 弹药11 | (77, 1 221) | 目标11 | (1 714, 1 574) |
| 弹药12 | (192, 1 088) | 目标12 | (1 886, 387) |
Table 2
Task decision scheme based on Hungarian"
| 巡飞弹 | 目标 | |||||||||||
| 目标1 | 目标2 | 目标3 | 目标4 | 目标5 | 目标6 | 目标7 | 目标8 | 目标9 | 目标10 | 目标11 | 目标12 | |
| 弹药1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 弹药2 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 弹药3 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 弹药4 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 弹药5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 弹药6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| 弹药7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| 弹药8 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 弹药9 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 弹药10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 弹药11 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 弹药12 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
Table 3
Task decision scheme based on locked objectives"
| 巡飞弹 | 目标 | |||||||||||
| 目标1 | 目标2 | 目标3 | 目标4 | 目标5 | 目标6 | 目标7 | 目标8 | 目标9 | 目标10 | 目标11 | 目标12 | |
| 弹药1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 弹药2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| 弹药3 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 弹药4 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 弹药5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 弹药6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| 弹药7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 弹药8 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 弹药9 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 弹药10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 弹药11 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 弹药12 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | WATTS B D. Six decades of guided munitions and battle networks: progress and prospects[R]. Washington DC: Center for Strategic and Budgetary Assessments, 2007. |
| 2 | 马宝华. 马宝华教授学术文集[M]. 北京: 国防工业出版社, 2013. |
| MA B H . Collected works of professor Ma Baohua[M]. Beijing: National Defence Industry Press, 2013. | |
| 3 | 李兵. 云弹药系统理论与方法[D]. 北京: 北京理工大学, 2014. |
| LI B. Research on cloud ammuition system theory and method[D]. Beijing: Beijing Institute of Technology, 2014. | |
| 4 | 李杰, 沈晓军, 杨成伟, 等. 陆军巡飞武器发展及其对作战的影响[J]. 陆军装备, 2015, (23): 29- 31. |
| LI J , SHEN X J , YANG C W , et al. The development of army loitering munition and their impact on operations[J]. Army Equipment, 2015, (23): 29- 31. | |
| 5 | SCHUMACHER C, CHANDLER P R, RASMUSSEN S R. Task allocation for wide area search munitions via iterative network flow[C]//Proc. of the AIAA Guidance, Navigation, and Control Conference and Exhibit, 2002. |
| 6 | NYGARD K E, CHANDLER P R, MEIR P. Dynamic network flow optimization models for air vehicle resource allocation[C]//Proc. of the American Control Conference, 2001: 1853-1858. |
| 7 | SCHUMACHER C, CHANDLER P, PACHTER M, et al. UAV task assignment with timing constraints[C]//Proc. of the AIAA Guidance, Navigation, and Control Conference and Exhibit, 2003. |
| 8 | SCHUMACHER C, CHANDLER P, PACHTER M, et al. UAV task assignment with timing constraints via mixed-integer linear programming[C]//Proc. of the AIAA Guidance, Navigation, and Control Conference and Exhibit, 2004. |
| 9 | SHIMA T , RASMUSSEN S J , SPARKS A G , et al. Multiple task assignments for cooperating uninhabited aerial vehicles using genetic algorithms[J]. Computer & Operations Research, 2006, 33 (11): 3252- 3269. |
| 10 | MARJORIE D, WILLIAM N, LANCE W. UAV cooperative task assignments for a SEAD mission using genetic algorithms[C]//Proc. of the AIAA Guidance, Navigation, and Control Conference and Exhibit, 2006. |
| 11 | MARJORIE A, DARRAH, WILLIAM M, et al. Increasing UAV task assignment performance through parallelized genetic algorithms[C]//Proc. of the AIAA Infotech@Aerospace Conference and Exhibit, 2007. |
| 12 | WANG W, JAW L, WANG J. Petri net based modeling approach for fault affected UAV subsystems reconfiguration[C]// Proc. of the AIAA Intelligent Systems Technical Conference, 2004. |
| 13 | 岳程斐, 薛正华, 姚蔚然, 等. 基于机群关系特征的多机协同作战任务分配[J]. 系统工程与电子技术, 2022, 44 (6): 1897- 1906. |
| YUE C F , XUE Z H , YAO W R , et al. Cooperative combat task allocation of multiple aerial vehicles based on the characteristics relationship[J]. Systems Engineering and Electronics, 2022, 44 (6): 1897- 1906. | |
| 14 | 余婧, 雍恩米, 陈汉洋, 等. 面向多无人机协同对地攻击的双层任务规划方法[J]. 系统工程与电子技术, 2022, 44 (9): 2849- 2857. |
| YU J , YONG E M , CHEN H Y , et al. Bi-level mission planning method for multi-cooperative UAV air to ground attack[J]. Systems Engineering and Electronics, 2022, 44 (9): 2849- 2857. | |
| 15 |
张赟, 邱忠宇, 蔡云泽. 基于偏好联盟博弈的导弹集群分布式任务分配模型[J]. 空天防御, 2021, 4 (3): 24- 32.
doi: 10.3969/j.issn.2096-4641.2021.03.004 |
|
ZHANG Y , QIU Z Y , CAI Y Z . Distributed task assignment model of missile swarm based on hedonic coalition games[J]. Air & Space Defense, 2021, 4 (3): 24- 32.
doi: 10.3969/j.issn.2096-4641.2021.03.004 |
|
| 16 | 彭雅兰, 段海滨, 魏晨. 基于交替方向网络进化博弈的无人机集群任务分配[J]. 工程科学学报, 2022, 44 (4): 792- 800. |
| PENG Y L , DUAN H B , WEI C . UAV swarm task allocation algorithm based on the alternating direction method of multipliers network potential game theory[J]. Chinese Journal of Engineering, 2022, 44 (4): 792- 800. | |
| 17 |
谷旭平, 唐大全. 基于细菌觅食算法的多异构无人机任务规划[J]. 系统工程与电子技术, 2021, 43 (11): 3312- 3320.
doi: 10.12305/j.issn.1001-506X.2021.11.32 |
|
GU X P , TANG D Q . Multi-heterogeneous UAV task planning based on bacterial foraging algorithm[J]. Systems Engineering and Electronics, 2021, 43 (11): 3312- 3320.
doi: 10.12305/j.issn.1001-506X.2021.11.32 |
|
| 18 | 华家辉, 孙鑫, 陈晓东, 等. 基于集群分析的空中作战目标威胁评估技术研究[J]. 战术导弹技术, 2023, (2): 96-104, 121 |
| HUA J H , SUN X , CHEN X D , et al. Research on threat assessment technology for air combat targets based on swarm analysis[J]. Tactical Missile Technology, 2023, (2): 96-104, 121 | |
| 19 | 董帅君. 行动规划中的任务排序和目标分配研究[D]. 西安: 西安电子科技大学, 2012. |
| DONG S J. Task sequencing and target allocation studies in action planning[D]. Xi'an: Xidian University, 2012. | |
| 20 | 杨奇松, 王顺宏. 基于匹配度的目标打击武器适宜性分析[J]. 指挥控制与仿真, 2017, 39 (2): 61- 66. |
| YANG Q S , WANG S H . Weapon-target matching analysis based on matching degree[J]. Command Control & Simulation, 2017, 39 (2): 61- 66. |
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