Cooperative Combat Effectiveness Assessment of High-Power Microwave Weapons and Medium- and Short-Range Air DefenseWeapons Based on Fuzzy Wavelet Neural Networks

doi:10.12382/bgxb.2022.B005

Abstract

Abstract: To improve the air defence capability of ships at sea, and to meet the challenges brought by the development of weapons and equipment technology, a research method was proposed based on the cooperative combat effectiveness of high-power microwave weapons (HPM) and medium- and short-range air defence weapons. The network was trained with the pre-processed data, its effectiveness was evaluated and the contribution rate of the HPM system was calculated after convergence. The results showed that the incorporation of HPM can improve the effectiveness of medium- and short-rangeair defence weapons and enhance the ships' overall combat capability.

Key words: high-powermicrowaveweapons, medium-andshort-rangeairdefenceweapons, cooperativeairdefence, effectivenessassessment, systemcontribution, fuzzywaveletneuralnetwork

CLC Number:

LI Ye, ZHENG Chun, TENG Zhe， GU Xiaodong, LUO Rong, XIN Zeyu. Cooperative Combat Effectiveness Assessment of High-Power Microwave Weapons and Medium- and Short-Range Air DefenseWeapons Based on Fuzzy Wavelet Neural Networks[J]. Acta Armamentarii, 2022, 43(S2): 87-96.

References

［1］苗涛.多弹协同防御任务规划技术研究［D］.南京：南京航空航天大学,2018.
MIAO T.Research on multi-missile collaborative defense mission planning technology［D］.Nanjing:Nanjing University of Aeronautics and Astronautics, 2018.(in Chinese)
［2］钱宝良.国外高功率微波技术的研究现状与发展趋势［J］.真空电子技术,2015(2):2-7.
QIAN B L.Research status and development trend of foreign high-power microwave technology［J］.Vacuum Electronics Technology,2015(2):2-7. (in Chinese)
［3］冯奇,傅镇波.高功率微波武器典型场景应用分析［J］.中国电子科学研究院学报,2021,16(9):916-920.
FENG Q, FU Z B.Application analysis of typical scenarios of high power microwave weapons［J］.Journal of Chinese Academy of Electronic Sciences, 2021, 16(9): 916-920. (in Chinese)
［4］王坦,杨森,齐晓慧,等.基于Hopfield网络的有人机/无人机协同作战效能评估［J］.电光与控制,2021,28(10):80-84.
WANG T, YANG S, QI X H,et al.Evaluation of manned/unmanned aircraft cooperative combat effectiveness based on Hopfield network［J］.Electro-Optics and Control,2021,28(10):80-84.(in Chinese)
［5］张永利,孙治水,周荣坤.基于AHP-模糊综合评判法的有人机/无人机协同作战效能评估［J］.舰船电子对抗,2015,38(6): 80-84,92.DOI:10.16426/j.cnki.jcdzdk.2015.06.019.
ZHANG Y L,SUN Z S,ZHOU R K. Evaluation of manned/unmanned aircraft cooperative combat effectiveness based on AHP-fuzzy integrated evaluation method［J］. Ship Electronic Countermeasures,2015,38(6):80-84,92.DOI:10.16426/j.cnki.jcdzdk.2015.06.019.(in Chinese)
［6］韩月明,方丹,张红艳,等.智能无人机集群协同作战效能评估综述［J］.飞航导弹,2020(8):51-56.DOI:10.16338/j.issn.1009-1319.20200035.
HAN Y M,FANG D,ZHANG H Y,et al. A review of intelligent UAV cluster cooperative combat effectiveness assessment［J］. Flying Missiles,2020(8):51-56.DOI:10.16338/j.issn.1009-1319.20200035.(in Chinese)
［7］赵博,李烨,赵强,等.舰载高功率微波武器协同防空的目标威胁评估［J］.指挥控制与仿真,2022,44(4):53-59.
ZHAO B, LI Y, ZHAO Q, et al. Target threat assessment of shipborne high-power microwave weapons for cooperative air defense［J］. Command Control and Simulation,2022,44(4):53-59.
［8］王小艺,刘载文,侯朝桢,等.防空武器多目标优化分配建模与决策［J］.兵工学报,2007，28(2):228-231.
WANG X Y，LIU Z W，HOU C Z，et al．Modeling and decision-making of multi-target optimization assignment for aerial defence weapon［J］.Acta Armamentarii，2007，28(2): 228-231．(in Chinese)
［9］阮旻智，李庆民，刘天华．编队防空火力分配建模及其优化方法研究［J］.兵工学报，2010，31(11):1525-1529．
RUAN M Z，LI Q M，LIU T H．Modeling and optimization on fleet antiaircraft firepower allocation［J］.Acta Armamentarii，2010，31(11): 1525-1529．(in Chinese)
［10］滕克难. 基于多Agent舰空导弹协同反导作战体系结构研究［J］. 火力与指挥控制, 2008, 33(3):117-119.
TENG K N.Research on the architecture of cooperative anti-missile operations based on multi-agent ship-to-air missiles［J］. Firepower and Command and Control, 2008, 33(3):117-119. (in Chinese)
［11］张迎新, 徐元子, 郭栋,等. 基于进化多目标优化的对地打击武器-目标分配［J］.电光与控制, 2021, 28(9):34-38.
ZHANG Y X, XU Y Z, GUO D, et al. Ground strike weapon-target assignment based on evolutionary multi-objective optimization ［J］. Electro-Optics and Control, 2021, 28(9):34-38.(in Chinese)
［12］贾健.多平台防空协同任务分配问题研究［D］.北京:北京理工大学,2016.
JIA J.Research on multi-platform air defense cooperative task assignment［D］.Beijing:Beijing Institute of Technology,2016. (in Chinese)
［13］徐豫新, 王潇, 赵鹏铎,等. 多装备协同作战体系中优先打击设备的决策方法［J］.北京理工大学学报, 2016, 36(12):1221-1227.
XU Y X, WANG X, ZHAO P D, et al.Decision-making method of priority strike equipment in multi-equipment cooperative combat system［J］.Transactions of Beijing Institute of Technology, 2016, 36(12):1221-1227. (in Chinese)
［14］朱进. 海上编队防空作战目标分配数学模型研究［J］.计算机与数字工程, 2013, 41(12):1912-1914.
ZHU J.Research on mathematical model of air defense combat target assignment in maritime formation［J］. Computer and Digital Engineering, 2013, 41(11):1912-1914. (in Chinese)
［15］李景熹,李积源,陈静.基于马尔柯夫过程的武器系统目标分配问题决策分析［J］.海军工程大学学报,2003,15(5):101-104.
LI J X, LI J Y, CHEN J.Decision analysis of target allocation problem of weapon system based on Markov process［J］. Journal of Naval Engineering University, 2003,15(5):101-104. (in Chinese)
［16］李进军, 丛蓉, 熊吉光. 舰艇编队防空动态目标武器分配优化模型［J］.火力与指挥控制, 2005,30(增刊):70-73.
LI J J, CONG R, XIONG J G.Optimization model of dynamic target weapon allocation for naval air defense ［J］. Firepower and Command and Control, 2005,30(S):70-73. (in Chinese)

[1]	MA Weining, HU Qiwei, CHEN Jing, JIA Xisheng. Joint Optimization of Selective Maintenance Decision and Mission Assignment for Equipment Groups [J]. Acta Armamentarii, 2024, 45(2): 407-416.
[2]	ZHANG Kun, DU Ruiyi, SHI Haotian, HUA Shuai. Prediction of Aircraft Trajectory Based on Mogrifier-BiGRU [J]. Acta Armamentarii, 2024, 45(2): 373-384.
[3]	XIAO Wangang, ZHOU Yunbo, FU Yaoyu, ZHANG Ming, ZHOU Jun, GE Jitao. Analysis of the Influence of Soil on the Maneuverability of Military Off-road Vehicles [J]. Acta Armamentarii, 2024, 45(1): 288-298.
[4]	LI Xu, LIU Yan, YAN Junbo, SHI Zhenqing, WANG Hongfu, XU Yingliang, HUANG Fenglei. The Meso-scale Modeling Method for Concrete Based on Block Division and Parallel Filling and Its Application in High-speed Penetration [J]. Acta Armamentarii, 2023, 44(12): 3543-3561.
[5]	LI Ye, ZHENG Chun, MA Changsheng, QIU Rongxian. Target Assignment Model for High-Power Microwave Weapon System and Medium and Short-range Air Defense Weapons in Cooperative Combat Based on Maximizing Interception Efficiency [J]. Acta Armamentarii, 2023, 44(11): 3489-3497.
[6]	WEI Jianfeng, ZHANG Faping, LU Jiping, YANG Xiangfei, YANG Pengkai. Fault Diagnosis for Gun’s Anti-recoil Device Based on Gaussian Model and RMSD-DS [J]. Acta Armamentarii, 2023, 44(10): 3101-3114.
[7]	ZHANG An, XU Shuangfei, BI Wenhao, XU Han. Weapon-target Assignment and Guidance Sequence Optimization in Air-to-Ground Multi-target Attack [J]. Acta Armamentarii, 2023, 44(8): 2233-2244.
[8]	LIU Shengyu, QI Xiaogang, LIU Lifang. Multi-objective Joint Optimization of Resource Allocation and Task Scheduling for Accompanying Repair [J]. Acta Armamentarii, 0, (): 0-0.
[9]	WU Weiyi, JIA Yunxian, SHI Xianming, LIU Bin, LIU Jie, YIN Shizhuang, ZHU Xi. Optimization of Two-Echelon Configuration of Maintenance Supply for Synthetic Forces based on Task Evolution Importance [J]. Acta Armamentarii, 2023, 44(2): 591-604.
[10]	YANG Huadong, ZHOU Mo, SUN Haiwen. Integrated Design Method for Warship Platform Maneuver Route and Missile Attack Path [J]. Acta Armamentarii, 2022, 43(S2): 7-12.
[11]	HE Jiawei, ZHAI Junyi, GAO Weipeng, LI Ye. Numerical Simulation of Flow Characteristics of the Underwater Vehicle with a Cylindrical Structure Based onDifferent Turbulence Models [J]. Acta Armamentarii, 2022, 43(S2): 53-63.
[12]	XU Tongle, LIU Fang, XIAO Yujie， WANG Shen, BAI Yihui, LUO Rong. Foreign Unmanned Equipment and Technology Development in Mine Countermeasures [J]. Acta Armamentarii, 2022, 43(S2): 64-70.
[13]	LEI Liang, ZHOU Danfa, ZHANG Ying, GU Cunfeng, LIU Rui. Life Cycle Cost Analysis and Control Strategy of Missile Weapons [J]. Acta Armamentarii, 2022, 43(S2): 107-114.
[14]	CAO Junhai, ZHANG Chuang, LI Yantong, GUO Yiming, GUO Qingyi. Combinatorial Optimization Methods for Determining the Pre-storage Location and Pre-setting the Distribution of EquipmentMaintenance Materials [J]. Acta Armamentarii, 2022, 43(10): 2668-2678.
[15]	TANG Jun， LIU Yanyan， YAN Yitian. Drag Reduction Characteristics of Bionic Non-smooth Surface for Underwater Vehicle [J]. Acta Armamentarii, 2022, 43(5): 1135-1143.