

系统工程与电子技术 ›› 2026, Vol. 48 ›› Issue (7): 2277-2292.doi: 10.12305/j.issn.1001-506X.2026.07.14
• 系统工程 • 上一篇
收稿日期:2024-07-10
修回日期:2024-10-07
出版日期:2025-03-05
发布日期:2025-03-05
通讯作者:
石建迈
E-mail:1627850766@qq.com;luozhihao15@nudt.edu.cn;article_huang@gmail.com;jianmaishi@163.com
基金资助:
Yuke SONG(
), Zhihao LUO(
), Jincai HUANG(
), Jianmai SHI(
)
Received:2024-07-10
Revised:2024-10-07
Online:2025-03-05
Published:2025-03-05
Contact:
Jianmai SHI
E-mail:1627850766@qq.com;luozhihao15@nudt.edu.cn;article_huang@gmail.com;jianmaishi@163.com
摘要:
军事目标威胁评估是基于目标的意图与能力,结合战场态势,评估目标造成伤害或损害资产的潜力,是制定打击策略和作战方案的关键支持。本文梳理军事目标威胁评估的发展历程,研究典型作战场景下的评估指标体系及其特点,总结当前常用的威胁评估方法。最后,讨论了现有问题,并展望未来的发展方向。
中图分类号:
宋雨柯, 罗志浩, 黄金才, 石建迈. 军事目标威胁评估研究进展[J]. 系统工程与电子技术, 2026, 48(7): 2277-2292.
Yuke SONG, Zhihao LUO, Jincai HUANG, Jianmai SHI. Progress in military target threat assessment research[J]. Systems Engineering and Electronics, 2026, 48(7): 2277-2292.
表2
一、二级指标对应关系及二级指标含义"
| 一级指标 | 二级指标 | 含义 |
| 物理属性 | 目标类型 | 目标种类,如轰炸机、战斗机、步兵、装甲车辆等[ |
| 机动特性 | 目标的速度、转弯能力等[ | |
| 隐身性能 | 目标避免被雷达感知或探测到的能力[ | |
| 探测性能 | 目标自身探测对方单位或设备的能力[ | |
| 机载/车载武器 | 目标携带的武器种类或数量[ | |
| 作战半径 | 目标能够执行任务的最大距离[ | |
| 火力 | 目标携带或发射武器的火力强度 | |
| 生存能力 | 遭受攻击时继续执行任务的能力[ | |
| 制导能力 | 武器在飞行或移动中调整的能力 | |
| 突防能力 | 穿透防线或防御系统的能力[ | |
| 攻击范围 | 能够有效攻击目标的最大范围[ | |
| 命中率 | 武器击中已方的比率 | |
| 毁伤率 | 攻击后造成的破坏度[ | |
| 雷达测量精度 | 雷达系统测量信息的准确度[ | |
| 排水量 | 舰艇的排水量,反映舰艇体积大小 | |
| 关系属性 | 节点度/连接度 | 在网络中该单位与其他节点的连接情况[ |
| PageRank | 衡量节点在网络中的重要性算法[ | |
| 可被替代性 | 目标在网络中被代替的难易程度[ | |
| 指挥控制能力 | 目标的指挥控制能力[ | |
| 综合保障能力 | 目标的综合保障能力[ | |
| 辅助决策能力 | 辅助指挥官和作战人员决策的系统能力 | |
| 抗干扰能力 | 设备遭受干扰时的正常运行能力[ | |
| 响应时间 | 系统响应指令所需时间 | |
| 信息处理能力 | 处理信息或指令的设备性能 | |
| 意图 | 高度/速度/距离 | 目标或舰艇的飞行/航行高度、移动速度、与目标的距离 |
| 角度/航向角/火炮角度 | 飞行/航行角度、目标航行方向与参考方向的角度、火炮瞄准角度 | |
| 任务类型 | 执行的具体任务种类[ | |
| 进入角 | 攻击时进入目标区域的角度[ | |
| 航路捷径 | 选择的非直线航路或快捷路径[ | |
| 剩余到达时间 | 到达某一位置所需的剩余时间[ | |
| 目标距离 | 目标与已方指定点的距离[ | |
| 目标飞抵高度 | 预计到达目的地时的飞行高度[ | |
| 目标作战意图 | 目标单位的作战目的或意图[ | |
| 数量 | 单位数量 | |
| 相对方位角 | 目标单位相对于已方单位的位置角度[ | |
| 已方因素 | 被保卫要地重要程度 | 目标威胁的已方目标的重要性评级[ |
| 已方火力 | 已方可用的火力资源 | |
| 已方受保护对象 | 已方需要保护的目标及其重要度 | |
| 环境 | 地形与地貌 | 战场地形,包括山地、城市等[ |
| 通视情况 | 双方之间是否有直接视线联系[ | |
| 高度差 | 双方的高度差异 | |
| 气象条件 | 气温、风速、降水等环境条件[ |
表4
典型评估指标"
| 二级指标 | 防空作战 | 空中作战 | 海上作战 | 城市/地面作战 |
| 目标类型 | √ | √ | √ | √ |
| 机动特性 | √ | √ | √ | √ |
| 隐身性能 | √ | √ | √ | √ |
| 探测性能 | √ | √ | √ | √ |
| 机载/车载武器 | √ | √ | √ | √ |
| 作战半径 | √ | √ | √ | — |
| 火力 | √ | — | √ | √ |
| 生存能力 | √ | — | √ | √ |
| 制导能力 | — | — | √ | — |
| 突防能力 | √ | — | √ | — |
| 攻击范围 | — | — | √ | — |
| 命中率 | — | — | √ | — |
| 角度/航向角/火炮角度 | √ | √ | — | √ |
| 毁伤率 | — | — | √ | — |
| 雷达测量精度 | √ | — | √ | — |
| 节点度/连接度 | √ | — | — | — |
| 可被替代性 | √ | — | — | — |
| 指挥控制能力 | — | √ | √ | — |
| 综合保障能力 | — | √ | √ | — |
| 辅助决策能力 | — | — | √ | — |
| 抗干扰能力 | √ | — | √ | — |
| 响应时间 | — | — | √ | — |
| 信息处理能力 | — | — | √ | — |
| 指挥引导能力 | — | — | √ | — |
| 高度/速度/距离 | √ | √ | √ | √ |
| 任务类型 | √ | √ | √ | √ |
| 进入角 | √ | √ | — | — |
| 航路捷径 | √ | — | — | — |
| 剩余到达时间 | √ | — | — | — |
| 目标距离 | √ | — | — | — |
| 目标飞抵高度 | √ | — | — | — |
| 目标作战意图 | — | — | — | √ |
| 数量 | — | — | — | √ |
| 相对方位角 | — | — | — | √ |
| 行进方向 | — | — | — | √ |
| 火力角度 | — | — | — | √ |
| 已方单位重要程度 | √ | √ | √ | √ |
| 已方火力 | √ | — | — | — |
| 已方受保护对象 | √ | — | — | √ |
| 地形与地貌 | — | — | — | √ |
| 通视情况 | — | — | — | √ |
| 高度差 | — | — | — | √ |
| 气象条件 | — | — | — | √ |
表5
军事威胁评估常用方法及代表性文献"
| 使用方法 | 代表性文献 | 优点 | 缺点 |
| 多属性决策分析法 | [ | 具有系统性和全面性的优势,且有较高灵活性 | 存在较高的主观性 |
| 模糊理论 | [ | 处理不确定性问题和模糊问题上有很大优势 | 方法较复杂 |
| 贝叶斯网络 | [ | 处理不确定问题有优势 | 依赖数据,计算复杂 |
| 神经网络 | [ | 可以处理复杂问题 | 决策过程属于黑箱问题,难以解释和理解 |
| 云模型 | [ | 具有直观性和灵活性的特点 | 模型较为复杂,需要专业知识 |
| 极限学习机 | [ | 速度快、易于实现 | 处理复杂问题的能力有限 |
| D-S证据理论 | [ | 能够处理不确定和模糊性问题,较为灵活 | 具有较强的主观性 |
| 1 |
AZIMIRAD E, HADDADNIA J. Target threat assessment using fuzzy sets theory[J]. International Journal of Advances in Intelligent Informatics, 2015, 1 (2): 57- 74.
doi: 10.26555/ijain.v1i2.18 |
| 2 |
朱伟. 等离子体技术让所有装备隐形[J]. 国防, 2006 (8): 79- 80.
doi: 10.3969/j.issn.1002-4484.2006.08.040 |
|
ZHU W. Plasma technology makes all equipment invisible[J]. National Defense, 2006 (8): 79- 80.
doi: 10.3969/j.issn.1002-4484.2006.08.040 |
|
| 3 | 周义. 挑战隐形飞机的反隐形技术[J]. 科学24小时, 2000 (5): 39- 40. |
| ZHOU Y. Challenging stealth aircraft with anti-stealth technology[J]. Science 24 Hours, 2000 (5): 39- 40. | |
| 4 | SCHELLING T C. Prospectus for a reorientation of game theory[R]. Santa Monica: RAND Corporation, 1958. |
| 5 |
LEE H, CHOI B J, KIM C O, et al. Threat evaluation of enemy air fighters via neural network-based markov chain modeling[J]. Knowledge-Based Systems, 2017, 116, 49- 57.
doi: 10.1016/j.knosys.2016.10.032 |
| 6 | OKELLO N, THORNS G. Threat assessment using bayesian networks[C]//Proc. of the 6th International Conference of Information Fusion, 2003: 1102−1109. |
| 7 | PARADIS S, BENASKEUR A, OXENHAM M, et al. Threat evaluation and weapons allocation in network-centric warfare[C]//Proc. of the 7th International Conference on Information Fusion, 2005. |
| 8 | OSNER N R, PLESSIS W P. Threat evaluation and jamming allocation[J]. IET Radar, Sonar & Navigation, 2017, 11(3): 459−465. |
| 9 |
LICHTMAN M, JOVER R P, LABIB M, et al. LTE/LTE-A jamming, spoofing, and sniffing: threat assessment and mitigation[J]. IEEE Communications Magazine, 2016, 54 (4): 54- 61.
doi: 10.1109/MCOM.2016.7452266 |
| 10 | 郭辉, 徐浩军, 刘凌. 基于区间数TOPSIS法的空战目标威胁评估[J]. 系统工程与电子技术, 2009, 31 (12): 2914- 2917. |
| GUO H, XU H J, LIU L. Threat assessment of air combat targets based on interval TOPSIS method[J]. Systems Engineering and Electronics, 2009, 31 (12): 2914- 2917. | |
| 11 | 闵绍荣, 陈卫伟, 朱忍胜, 等. 基于变权TOPSIS法的舰艇对空防御威胁评估模型[J]. 中国舰船研究, 2015, 10 (4): 100- 105. |
| MIN S R, CHEN W W, ZHU R S, et al. Threat assessment model of naval ship air defense based on variational weight TOPSIS[J]. Journal of China Shipbuilding Research and Design, 2015, 10 (4): 100- 105. | |
| 12 | 王思远, 王刚, 张家瑞. 基于变权TOPSIS法的防空目标威胁评估方法[J]. 弹箭与制导学报, 2019, 39 (6): 171- 176. |
| WANG S Y, WANG G, ZHANG J R. Air defense target threat assessment method based on variational weight TOPSIS[J]. Journal of Guided Missiles and Rockets, 2019, 39 (6): 171- 176. | |
| 13 |
冯卉, 宋宝军, 张春梅. 基于改进灰色关联法的空袭目标威胁评估方法[J]. 运筹与管理, 2023, 32 (9): 1- 6.
doi: 10.12005/orms.2023.0277 |
|
FENG H, SONG B J, ZHANG C M. Air raid target threat assessment method based on improved grey relational analysis[J]. Operations Research and Management, 2023, 32 (9): 1- 6.
doi: 10.12005/orms.2023.0277 |
|
| 14 | 孙海永, 陈阳晔, 韩会刚. 基于灰色聚类的空袭目标威胁评估与排序[J]. 空军雷达学院学报, 2011, 25 (5): 355- 357,361. |
| SUN H Y, CHEN Y Y, HAN H G. Threat assessment and ranking of air raid targets based on grey clustering[J]. Journal of Air Force Radar Academy, 2011, 25 (5): 355- 357,361. | |
| 15 | 徐克虎, 陈金玉, 孔德鹏, 等. 装甲分队目标威胁评估指标体系研究[J]. 火力与指挥控制, 2015, 40 (2): 36- 39,44. |
| XU K H, CHEN J Y, KONG D P, et al. Research on index system for armor unit target threat assessment[J]. Fire Control & Command Control, 2015, 40 (2): 36- 39,44. | |
| 16 | 肖力铭, 齐海生, 屈济坤, 等. 基于直觉模糊层次分析法的空中目标威胁评估[J]. 探测与控制学报, 2019, 41 (3): 108- 111. |
| XIAO L M, QI H S, QU J K, et al. Air combat target threat assessment based on intuitionistic fuzzy hierarchical analysis[J]. Journal of Exploration and Control, 2019, 41 (3): 108- 111. | |
| 17 |
李威, 卢盈齐, 范成礼, 等. 基于战场态势变权的空中集群威胁评估[J]. 空军工程大学学报(自然科学版), 2022, 23 (3): 89- 96.
doi: 10.3969/j.issn.1009-3516.2022.03.014 |
|
LI W, LU Y Q, FAN C L, et al. Air cluster target threat assessment based on battlefield situation variable weight[J]. Journal of Air Force Engineering University (Natural Science Edition), 2022, 23 (3): 89- 96.
doi: 10.3969/j.issn.1009-3516.2022.03.014 |
|
| 18 | 王䶮, 滕克难, 陈健, 等. 特征数据缺失下海上要地防空威胁评估[J]. 舰船电子工程, 2022, 42 (4): 22- 25. |
| WANG D, TENG K N, CHEN J, et al. Maritime key area air defense threat assessment under missing feature data[J]. Ship Electronics Engineering, 2022, 42 (4): 22- 25. | |
| 19 | 刘胜利, 王刚. 基于雷达图的空袭目标突防航路威胁评估[J]. 系统仿真学报, 2021, 33 (1): 196- 204. |
| LIU S L, WANG G. Threat assessment of air raid target penetration routes based on radar charts[J]. Journal of System Simulation, 2021, 33 (1): 196- 204. | |
| 20 | 苏倩, 钟元芾, 曹志钦, 等. 基于作战态势和改进CRITIC-TOPSIS的目标威胁评估模型[J]. 系统工程与电子技术, 2023, 45 (8): 2343- 2352. |
| SU Q, ZHONG Y F, CAO Z Q, et al. Target threat assessment model based on battlefield situation and improved CRITIC-TOPSIS[J]. Systems Engineering and Electronics, 2023, 45 (8): 2343- 2352. | |
| 21 |
孔尚萍, 张海瑞, 廖选平, 等. 基于AHP与熵权法的空中目标威胁评估方法[J]. 战术导弹技术, 2018 (1): 79- 84.
doi: 10.16358/j.issn.1009-1300.2018.01.14 |
|
KONG S P, ZHANG H R, LIAO X P, et al. Air combat target threat assessment based on AHP and entropy weight method[J]. Tactical Missile Technology, 2018 (1): 79- 84.
doi: 10.16358/j.issn.1009-1300.2018.01.14 |
|
| 22 | 刘芳, 张勇, 宫华, 等. 基于DBN-TOPSIS法的空中目标融合威胁评估[J]. 兵器装备工程学报, 2023, 44 (1): 136- 143. |
| LIU F, ZHANG Y, GONG H, et al. Air target fusion threat assessment based on DBN-TOPSIS method[J]. Journal of Armament Engineering, 2023, 44 (1): 136- 143. | |
| 23 |
黄威龙, 何涛. 空中目标威胁度分析与评估方法[J]. 指挥控制与仿真, 2023, 45 (5): 123- 128.
doi: 10.3969/j.issn.1673-3819.2023.05.017 |
|
HUANG W L, HE T. Analysis and assessment method of air target threat degree[J]. Command Control and Simulation, 2023, 45 (5): 123- 128.
doi: 10.3969/j.issn.1673-3819.2023.05.017 |
|
| 24 | 张肃. 空中目标威胁评估技术[J]. 情报指挥控制系统与仿真技术, 2005 (1): 41- 45. |
| ZHANG S. Air target threat assessment technology[J]. Intelligence Command Control Systems and Simulation Technology, 2005 (1): 41- 45. | |
| 25 | 杨军佳, 武翠霞, 肖健. 空袭目标威胁动态评估SPA法[J]. 火力与指挥控制, 2021, 46 (5): 6- 11. |
| YANG J J, WU C X, XIAO J. Dynamic threat assessment method of air strike targets using SPA[J]. Fire Control & Command Control, 2021, 46 (5): 6- 11. | |
| 26 |
王曰根, 陈小凤, 史亚锋. 基于指标环的目标威胁度评估方法研究[J]. 舰船电子工程, 2023, 43 (2): 30- 33.
doi: 10.3969/j.issn.1672-9730.2023.02.007 |
|
WANG Y G, CHEN X F, SHI Y F. Research on target threat assessment method based on indicator loop[J]. Ship Electronic Engineering, 2023, 43 (2): 30- 33.
doi: 10.3969/j.issn.1672-9730.2023.02.007 |
|
| 27 |
朱学耕, 白文昊, 韩党生, 等. 面向城市作战的坦克分队多目标威胁评估[J]. 火力与指挥控制, 2022, 47 (5): 111- 117.
doi: 10.3969/j.issn.1002-0640.2022.05.017 |
|
ZHU X G, BAI W H, HAN D S, et al. Multitarget threat assessment for urban combat tank detachment[J]. Fire Control & Command Control, 2022, 47 (5): 111- 117.
doi: 10.3969/j.issn.1002-0640.2022.05.017 |
|
| 28 |
FENG J F, ZHANG Q, HU J H, et al. Dynamic assessment method of air target threat based on improved GIFSS[J]. Journal of Systems Engineering and Electronics, 2019, 30 (3): 525- 534.
doi: 10.21629/JSEE.2019.03.10 |
| 29 |
CHEN D F, FENG Y, LIU Y X. Threat assessment for air defense operations based on intuitionistic fuzzy logic[J]. Procedia Engineering, 2012, 29, 3302- 3306.
doi: 10.1016/j.proeng.2012.01.484 |
| 30 | 黄剑平. 地空导弹部队在反空袭作战中的目标威胁评估研究[D]. 厦门: 厦门大学, 2009. |
| HUANG J P. Research on target threat assessment of surface-to-air missile units in air raid operations[D]. Xiamen: Xiamen University, 2009. | |
| 31 | 张翼, 梁彦刚, 陈磊, 等. 光学成像侦察卫星威胁评估方法[J]. 国防科技大学学报, 2012, 34 (5): 32- 35. |
| ZHANG Y, LIANG Y G, CHEN L, et al. Threat assessment method of reconnaissance satellite network[J]. Journal of National University of Defense Technology, 2012, 34 (5): 32- 35. | |
| 32 |
曲长文, 何友, 马强. 应用多属性决策的威胁评估方法[J]. 系统工程与电子技术, 2000, 22 (5): 27- 30.
doi: 10.3321/j.issn:1001-506X.2000.05.010 |
|
QU C W, HE Y, MA Q. Threat assessment method based on multi-attribute decision making[J]. Systems Engineering and Electronics, 2000, 22 (5): 27- 30.
doi: 10.3321/j.issn:1001-506X.2000.05.010 |
|
| 33 |
XU Y J, WANG Y C, MIU X D. Multi-attribute decision making method for air target threat evaluation based on intuitionistic fuzzy sets[J]. Journal of Systems Engineering and Electronics, 2012, 23 (6): 891- 897.
doi: 10.1109/jsee.2012.00109 |
| 34 |
肖冰松, 方洋旺, 胡诗国, 等. 一种新的超视距空战威胁评估方法[J]. 系统工程与电子技术, 2009, 31 (9): 2163- 2166.
doi: 10.3321/j.issn:1001-506X.2009.09.030 |
|
XIAO B S, FANG Y W, HU S G, et al. A new method of beyond visual range air combat threat assessment[J]. Systems Engineering and Electronics, 2009, 31 (9): 2163- 2166.
doi: 10.3321/j.issn:1001-506X.2009.09.030 |
|
| 35 |
孟光磊, 龚光红. 基于混合贝叶斯网的空域目标威胁评估方法[J]. 系统工程与电子技术, 2010, 32 (11): 2398- 2401.
doi: 10.3969/j.issn.1001-506X.2010.11.31 |
|
MENG G L, GONG G H. Threat assessment method of airspace targets based on mixed bayesian network[J]. Systems Engineering and Electronics, 2010, 32 (11): 2398- 2401.
doi: 10.3969/j.issn.1001-506X.2010.11.31 |
|
| 36 | 奚之飞, 徐安, 寇英信, 等. 基于PCA-MPSO-ELM的空战目标威胁评估[J]. 航空学报, 2020, 41 (9): 216- 231. |
| XI Z F, XU A, KOU Y X, et al. Threat assessment of air combat targets based on PCA-MPSO-ELM[J]. Acta Aeronautica et Astronautica Sinica, 2020, 41 (9): 216- 231. | |
| 37 | 奚之飞, 徐安, 寇英信, 等. 基于前景理论的空战目标威胁评估[J]. 兵工学报, 2020, 41 (6): 1236- 1248. |
| XI Z F, XU A, KOU Y X, et al. Threat assessment of air combat targets based on prospect theory[J]. Acta Armamentarii, 2020, 41 (6): 1236- 1248. | |
| 38 | CHEN H L, CAO X W, HAO Y, et al. Multi-target threat assessment in unmanned cluster confrontation scenarios[C]//Proc. of the 3rd International Conference on Unmanned Systems, 2020: 785−790. |
| 39 |
程明, 周德云, 张堃. 基于混合型多属性决策方法的目标威胁评估[J]. 电光与控制, 2010, 17 (1): 11- 13.
doi: 10.3969/j.issn.1671-637X.2010.01.003 |
|
CHENG M, ZHOU D Y, ZHANG K. Target threat assessment based on mixed multicriteria decision-making method[J]. Optoelectronics and Control, 2010, 17 (1): 11- 13.
doi: 10.3969/j.issn.1671-637X.2010.01.003 |
|
| 40 |
袁兵, 刘杰, 魏中成, 等. 战斗机翼型使用和发展综述[J]. 空气动力学学报, 2021, 39 (6): 53- 60.
doi: 10.7638/kqdlxxb-2021.0252 |
|
YUAN B, LIU J, WEI Z C, et al. Overview of fighter wing profile use and development[J]. Journal of Aeronautical Science and Technology, 2021, 39 (6): 53- 60.
doi: 10.7638/kqdlxxb-2021.0252 |
|
| 41 | 罗晓东, 陈建华, 刘晋楠. TOPSIS理论在海战场目标威胁评估的应用[J]. 四川兵工学报, 2006, 27 (4): 29- 30. |
| LUO X D, CHEN J H, LIU J N. Application of TOPSIS on target threat assessment in a sea battle[J]. Sichuan Armament Journal, 2006, 27 (4): 29- 30. | |
| 42 |
杨亚桥, 李启元, 杨露菁. 基于威胁度函数的海战场态势可视化方法[J]. 计算机仿真, 2008, 25 (7): 5- 7.
doi: 10.3969/j.issn.1006-9348.2008.07.002 |
|
YANG Y Q, LI Q Y, LI L J. Visualization method of maritime battlefield situation based on threat degree function[J]. Computer Simulation, 2008, 25 (7): 5- 7.
doi: 10.3969/j.issn.1006-9348.2008.07.002 |
|
| 43 | 熊红强, 耿伯英. 基于模糊AHP法的舰艇威胁能力评估[J]. 现代防御技术, 2012, 40 (2): 5- 12. |
| XIONG H Q, GENG B Y. Threat capability assessment of ships based on fuzzy AHP[J]. Modern Defense Technology, 2012, 40 (2): 5- 12. | |
| 44 |
兰俊杰, 陈蓓, 王敏. 雷达组网系统辐射源威胁度评估[J]. 航天电子对抗, 2010, 26 (3): 61- 64.
doi: 10.3969/j.issn.1673-2421.2010.03.018 |
|
LAN J J, CHEN B, WANG M. Radar network system radiation source threat assessment[J]. Aerospace Electronic Warfare, 2010, 26 (3): 61- 64.
doi: 10.3969/j.issn.1673-2421.2010.03.018 |
|
| 45 | 韩博文, 姚佩阳, 钟赟, 等. 基于QABC-IFMADM算法的有人/无人机编队作战威胁评估[J]. 电子学报, 2018, 46 (7): 1584- 1592. |
| HAN B W, Y P Y, ZHONG Y, et al. Threat evaluation of manned/unmanned aerial vehicle formation combat based on QABC-IFMADM algorithm[J]. Acta Electronica Sinica, 2018, 46 (7): 1584- 1592. | |
| 46 | SUN T D, WANG J, WANG C C. TOPSIS threat assessment based on the coefficient of variation[C]//Proc. of the 39th Chinese Control Conference, 2020. |
| 47 | 毛保全, 李元超, 杨雨迎. 面向城市作战的目标威胁排序方法研究[J]. 火炮发射与控制学报, 2020, 41 (4): 6- 11. |
| MAO B Q, LI Y C, YANG Y Y. Urban combat target threat ranking method research[J]. Journal of Gunnery and Command Control, 2020, 41 (4): 6- 11. | |
| 48 | 孔德鹏, 常天庆, 郝娜, 等. 地面作战目标威胁评估多属性指标处理方法[J]. 自动化学报, 2021, 47 (1): 161- 172. |
| KONG D P, CHANG T Q, HAO N, et al. Multi-attribute indicator processing method for ground combat target threat assessment[J]. Acta Automatica Sinica, 2021, 47 (1): 161- 172. | |
| 49 |
HU W L, WANG L W, PENG C, et al. Deep learning-based method for detecting anomalies in electromagnetic environment situation[J]. Defence Technology, 2023, 26 (8): 231- 241.
doi: 10.1016/j.dt.2022.05.011 |
| 50 |
ZANAKIS S H, SOLOMON A, WISHART N, et al. Multi-attribute decision making: a simulation comparison of select methods[J]. European Journal of Operational Research, 1998, 107 (3): 507- 529.
doi: 10.1016/S0377-2217(97)00147-1 |
| 51 | 王毅, 刘三阳, 张文, 等. 属性权重不确定的直觉模糊多属性决策的威胁评估方法[J]. 电子学报, 2014, 42 (12): 2509- 2514. |
| WANG Y, LIU S Y, ZHANG W, et al. Intuitionistic fuzzy multi-attribute decision making method for threat assessment with uncertain attribute weights[J]. Acta Electronica Sinica, 2014, 42 (12): 2509- 2514. | |
| 52 | MALIK G S, DAS S K. A method of risk analysis and threat management using analytic hierarchy process: an application to air defense[C]//Proc. of the International Symposium on the Analytic Hierarchy Process, 2014. |
| 53 | DENG Y. A threat assessment model under uncertain environment[J]. Mathematical Problems in Engineering, 2015, 2015, 878024. |
| 54 |
张堃, 王雪, 张才坤, 等. 基于IFE动态直觉模糊法的空战目标威胁评估[J]. 系统工程与电子技术, 2014, 36 (4): 697- 701.
doi: 10.3969/j.issn.1001-506X.2014.04.15 |
|
ZHANG K, WANG X, ZHANG C K, et al. Air combat target threat assessment based on IFE dynamic intuitionistic fuzzy method[J]. Systems Engineering and Electronics, 2014, 36 (4): 697- 701.
doi: 10.3969/j.issn.1001-506X.2014.04.15 |
|
| 55 |
张媛媛, 冯琦, 周德云, 等. 基于直觉模糊集的空战动态多属性威胁评估[J]. 电光与控制, 2015, 22 (2): 17- 21.
doi: 10.3969/j.issn.1671-637X.2015.02.004 |
|
ZHANG Y Y, FENG Q, ZHOU D Y, et al. Dynamic multi-attribute threat assessment of air combat based on intuitionistic fuzzy set[J]. Electronics Optics & Control, 2015, 22 (2): 17- 21.
doi: 10.3969/j.issn.1671-637X.2015.02.004 |
|
| 56 |
王紫东, 高晓光, 刘晓寒. 基于Stacking策略的集成BN网络目标威胁评估[J]. 系统工程与电子技术, 2024, 46 (2): 586- 598.
doi: 10.12305/j.issn.1001-506X.2024.02.22 |
|
WANG Z D, GAO X G, LIU X H. Air combat target threat assessment based on stacking strategy and integrated BN network[J]. Systems Engineering and Electronics, 2024, 46 (2): 586- 598.
doi: 10.12305/j.issn.1001-506X.2024.02.22 |
|
| 57 |
余舟毅, 陈宗基, 周锐. 基于贝叶斯网络的威胁等级评估算法研究[J]. 系统仿真学报, 2005, 17 (3): 555- 558.
doi: 10.3969/j.issn.1004-731X.2005.03.012 |
|
YU Z Y, CHEN Z J, ZHOU R. Threat level assessment algorithm based on Bayesian network[J]. Journal of System Simulation, 2005, 17 (3): 555- 558.
doi: 10.3969/j.issn.1004-731X.2005.03.012 |
|
| 58 |
邱浪波, 刘作良, 刘明. 一种应用神经网络技术的威胁估计算法[J]. 空军工程大学学报(自然科学版), 2002 (6): 25- 28.
doi: 10.3969/j.issn.1009-3516.2002.06.009 |
|
QIU L B, LIU Z L, LIU M. A threat estimation algorithm using neural network technology[J]. Journal of Air Force Engineering University (Natural Science Edition), 2002 (6): 25- 28.
doi: 10.3969/j.issn.1009-3516.2002.06.009 |
|
| 59 | 季傲, 姜礼平, 吴强. 基于改良云模型的舰艇防空威胁评估[J]. 火力与指挥控制, 2016, 41 (5): 35- 38. |
| JI A, JIANG L P, WU Q. Air defense threat assessment for ships based on improved cloud model[J]. Fire Control & Command Control, 2016, 41 (5): 35- 38. | |
| 60 |
孙海文, 谢晓方, 孙涛, 等. 基于DDBN-Cloud的舰艇编队防空目标威胁评估方法[J]. 系统工程与电子技术, 2018, 40 (11): 2466- 2475.
doi: 10.3969/j.issn.1001-506X.2018.11.12 |
|
SUN H W, XIE X F, SUN T, et al. Ship formation air defense target threat assessment method based on DDBN-Cloud[J]. Systems Engineering and Electronics, 2018, 40 (11): 2466- 2475.
doi: 10.3969/j.issn.1001-506X.2018.11.12 |
|
| 61 | 韩其松, 余敏建, 高阳阳, 等. 云模型和距离熵的TOPSIS法空战多目标威胁评估[J]. 火力与指挥控制, 2019, 44 (4): 136- 141. |
| HAN Q S, YU M J, GAO Y Y, et al. Cloud model and distance entropy-based TOPSIS method for air combat multi-target threat assessment[J]. Fire Control & Command Control, 2019, 44 (4): 136- 141. | |
| 62 | 傅蔚阳, 刘以安, 薛松. 基于改进KH算法优化ELM的目标威胁估计[J]. 智能系统学报, 2018, 13 (5): 693- 699. |
| FU W Y, LIU Y A, XUE S. Air combat target threat assessment model based on improved KH algorithm optimizing ELM[J]. Journal of Intelligent Systems, 2018, 13 (5): 693- 699. | |
| 63 |
李特, 冯琦, 张堃. 基于熵权灰色关联和D-S证据理论的威胁评估[J]. 计算机应用研究, 2013, 30 (2): 380- 382.
doi: 10.3969/j.issn.1001-3695.2013.02.016 |
|
LI T, FENG Q, ZHANG K. Threat assessment based on entropy weight grey relational and D-S evidence theory[J]. Computer Application Research, 2013, 30 (2): 380- 382.
doi: 10.3969/j.issn.1001-3695.2013.02.016 |
|
| 64 |
董鹏宇, 王红卫, 陈游. 基于博弈论的GRA-TOPSIS辐射源威胁评估方法[J]. 北京航空航天大学学报, 2020, 46 (10): 1973- 1981.
doi: 10.13700/j.bh.1001-5965.2019.0543 |
|
DONG P Y, WANG H W, CHEN Y. GRA-TOPSIS radiation source threat assessment method based on game theory[J]. Journal of Beijing University of Aeronautics and Astronautics, 2020, 46 (10): 1973- 1981.
doi: 10.13700/j.bh.1001-5965.2019.0543 |
|
| 65 | 张延风, 刘建书, 张士峰. 基于层次分析法和熵值法的目标多属性威胁评估[J]. 弹箭与制导学报, 2019, 39 (2): 163- 165. |
| ZHANG Y F, LIU J S, ZHANG S F. Target multicriteria threat assessment based on analytic hierarchy process and entropy method[J]. Journal of Guided Missiles and Rockets, 2019, 39 (2): 163- 165. | |
| 66 |
孙云柯, 方志耕, 陈顶. 基于动态灰色主成分分析的多时刻威胁评估[J]. 系统工程与电子技术, 2021, 43 (3): 740- 746.
doi: 10.12305/j.issn.1001-506X.2021.03.18 |
|
SUN Y K, FANG Z G, CHEN D. Multi-moment threat assessment based on dynamic grey principal component analysis[J]. Systems Engineering and Electronics, 2021, 43 (3): 740- 746.
doi: 10.12305/j.issn.1001-506X.2021.03.18 |
|
| 67 | 张堃, 周德云. 熵权与群组AHP相结合的TOPSIS法多目标威胁评估[J]. 系统仿真学报, 2008, 20 (7): 1661- 1664. |
| ZHANG K, ZHOU D Y. Multicriteria threat assessment using TOPSIS method combined with entropy weight and group AHP[J]. Journal of System Simulation, 2008, 20 (7): 1661- 1664. | |
| 68 | 王剑锋, 方纪骞, 柳佳佳, 等. 目标价值评估指标的研究[J]. 北京测绘, 2008 (2): 9- 11. |
| WANG J F, FANG J Q, LIU J J, et al. Research on target value assessment indicator[J]. Beijing Surveying and Mapping, 2008 (2): 9- 11. | |
| 69 | ZHANG K, LIU P P, LI K, et al. Multi-target threat assessment in air combat based on AHP and FVIKOR[C]//Proc. of the IEEE International Conference on Unmanned Systems, 2017. |
| 70 | 汪伟, 顾竹鑫, 李海波. 基于层次分析法的低空慢速小目标威胁评估方法[J]. 信息化研究, 2019, 45 (4): 20- 24. |
| WANG W, GU Z X, LI H B. Low altitude slow speed small target threat assessment method based on hierarchical analysis[J]. Information Research, 2019, 45 (4): 20- 24. | |
| 71 | 彭明毓, 李战武, 杨爱武, 等. 基于ICA-TOPSIS法的空战威胁评估[J]. 探测与控制学报, 2021, 43 (5): 113- 121. |
| PENG M Y, LI Z W, YANG A W, et al. Air combat threat assessment based on ICA-TOPSIS method[J]. Journal of Exploration and Control, 2021, 43 (5): 113- 121. | |
| 72 |
吴文海, 郭晓峰, 周思羽, 等. 改进直觉模糊TOPSIS和三支决策的威胁评估[J]. 西北工业大学学报, 2021, 39 (2): 392- 399.
doi: 10.3969/j.issn.1000-2758.2021.02.020 |
|
WU W H, GUO X F, ZHOU S Y, et al. Improved intuitionistic fuzzy TOPSIS and three-way decision in threat assessment[J]. Journal of Northwestern Polytechnical University, 2021, 39 (2): 392- 399.
doi: 10.3969/j.issn.1000-2758.2021.02.020 |
|
| 73 |
郭辉, 徐浩军, 周莉. 基于区间数TOPSIS法的空袭目标威胁评估[J]. 空军工程大学学报(自然科学版), 2011, 12 (1): 40- 45.
doi: 10.3969/j.issn.1009-3516.2011.01.009 |
|
GUO H, XU H J, ZHOU L. Air raid target threat assessment based on interval number TOPSIS method[J]. Journal of Air Force Engineering University (Natural Science Edition), 2011, 12 (1): 40- 45.
doi: 10.3969/j.issn.1009-3516.2011.01.009 |
|
| 74 | 蒲海鹏, 王凤山, 郑自强. 基于无人机突袭的指挥所威胁TOPSIS评估方法[J]. 指挥控制与仿真, 2022, 44 (6): 29- 34. |
| PU H P, WANG F S, ZHENG Z Q. Command post threat TOPSIS assessment method based on UAV raid[J]. Command Control and Simulation, 2022, 44 (6): 29- 34. | |
| 75 | 张涛, 周中良, 苟新禹, 等. 基于信息熵和TOPSIS法的目标威胁评估及排序[J]. 电光与控制, 2012, 19 (11): 35- 38. |
| ZHANG T, ZHOU Z L, GOU X Y, et al. Target threat assessment and ranking based on information entropy and TOPSIS method[J]. Optoelectronics and Control, 2012, 19 (11): 35- 38. | |
| 76 | 张银玲, 尚韬, 李兆坤. 基于组合赋权TOPSIS辐射源动态威胁评估[J]. 计算机科学, 2024, 51 (7): 957- 963. |
| ZHANG Y L, SHANG T, LI Z K. Radar emitter target dynamic threat assessment based on combining weighting-TOPSIS method[J]. Computer Science, 2024, 51 (7): 957- 963. | |
| 77 |
陈德江, 王君, 张浩为. 基于直觉模糊多属性决策的动态威胁评估模型[J]. 计算机科学, 2019, 46 (4): 183- 188.
doi: 10.11896/j.issn.1002-137X.2019.04.029 |
|
CHEN D J, WANG J, ZHANG H W. Dynamic threat assessment model based on intuitionistic fuzzy multi-attribute decision making[J]. Computer Science, 2019, 46 (4): 183- 188.
doi: 10.11896/j.issn.1002-137X.2019.04.029 |
|
| 78 |
靳崇, 孙娟, 王永佳, 等. 基于直觉模糊TOPSIS和变权VIKOR的防空目标威胁综合评估[J]. 系统工程与电子技术, 2022, 44 (1): 172- 180.
doi: 10.12305/j.issn.1001-506X.2022.01.22 |
|
JIN C, SUN J, WANG Y J, et al. Comprehensive assessment of air defense target threat based on intuitionistic fuzzy TOPSIS and variable weight VIKOR[J]. Systems Engineering and Electronics, 2022, 44 (1): 172- 180.
doi: 10.12305/j.issn.1001-506X.2022.01.22 |
|
| 79 | 彭方明, 邢清华, 王三涛. 基于Vague集TOPSIS法的空中目标威胁评估[J]. 电光与控制, 2010, 17 (10): 23- 27. |
| PENG F M, XING Q H, WANG S T, et al. Air target threat assessment based on Vague set TOPSIS method[J]. Optoelectronics and Control, 2010, 17 (10): 23- 27. | |
| 80 | ZHANG H, XIE J W, SONG Y F, et al. A novel ranking method for intuitionistic fuzzy set based on information fusion and application to threat assessment[J]. Iranian Journal of Fuzzy Systems, 2020, 17 (1): 91- 104. |
| 81 |
YIN Y F, ZHANG R T, SU Q R. Threat assessment of aerial targets based on improved GRA-TOPSIS method and three-way decisions[J]. Mathematical Biosciences and Engineering, 2023, 20 (7): 13250- 13266.
doi: 10.3934/mbe.2023591 |
| 82 |
张肃. 基于灰色关联度分析的目标威胁程度评估[J]. 制导与引信, 2005, 26 (3): 19- 23,56.
doi: 10.3969/j.issn.1671-0576.2005.03.005 |
|
ZHANG S. Target threat assessment based on grey relational degree analysis[J]. Guidance & Fuze, 2005, 26 (3): 19- 23,56.
doi: 10.3969/j.issn.1671-0576.2005.03.005 |
|
| 83 |
张元瀚, 李相民, 代进进. 基于灰色区间关联决策的海上编队反导威胁评估[J]. 火力与指挥控制, 2011, 36 (5): 95- 98.
doi: 10.3969/j.issn.1002-0640.2011.05.025 |
|
ZHANG Y H, LI X M, DAI J J. Air defense threat assessment of maritime formation based on grey interval relational decision[J]. Fire Control & Command Control, 2011, 36 (5): 95- 98.
doi: 10.3969/j.issn.1002-0640.2011.05.025 |
|
| 84 |
徐克虎, 张明双, 李灵之. 基于区间变权灰色关联法的集群目标威胁评估[J]. 电光与控制, 2019, 26 (12): 6- 11.
doi: 10.3969/j.issn.1671-637X.2019.12.002 |
|
XU K H, ZHANG M S, LI L Z. Cluster target threat assessment based on interval variable weight grey relational method[J]. Optoelectronics and Control, 2019, 26 (12): 6- 11.
doi: 10.3969/j.issn.1671-637X.2019.12.002 |
|
| 85 | 陈洁钰, 姚佩阳, 王勃, 等. 基于结构熵和IGSO-BP算法的动态威胁评估[J]. 系统工程与电子技术, 2015, 37 (5): 1076- 1083. |
| CHEN J Y, YAO P Y, WANG B, et al. Dynamic threat assessment based on structure entropy and IGSO-BP algorithm[J]. Systems Engineering and Electronics, 2015, 37 (5): 1076- 1083. | |
| 86 |
ZHANG K, KONG W R, LIU P P, et al. Assessment and sequencing of air target threat based on intuitionistic fuzzy entropy and dynamic VIKOR[J]. Journal of Systems Engineering and Electronics, 2018, 29 (2): 305- 310.
doi: 10.21629/jsee.2018.02.11 |
| 87 |
高杨, 黄仰超, 程国兵, 等. 直觉模糊信息下基于VIKOR和三支决策的多目标威胁评估方法[J]. 电子学报, 2021, 49 (3): 542- 549.
doi: 10.12263/DZXB.20190150 |
|
GAO Y, HUANG Y C, CHENG G B, et al. Multi-objective threat assessment method based on VIKOR and three-way decision under intuitionistic fuzzy information[J]. Acta Electronica Sinica, 2021, 49 (3): 542- 549.
doi: 10.12263/DZXB.20190150 |
|
| 88 |
YU D, WANG H J, LI B Y, et al. PROMETHEE-based multi-AUV threat assessment method using combinational weights[J]. Journal of Marine Science and Engineering, 2023, 11 (7): 1422.
doi: 10.3390/jmse11071422 |
| 89 |
SAATY R W. The analytic hierarchy process—what it is and how it is used[J]. Mathematical Modelling, 1987, 9 (3): 161- 176.
doi: 10.1016/0270-0255(87)90473-8 |
| 90 | GAO Y Y, YU M J, WANG Z B L. A new method of multi-target threat assessment for air combat[C]//Proc. of the IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, Automation and Mechatronics (RAM), 2017: 779−784. |
| 91 |
GAO Y, LI D S, ZHONG H. A novel target threat assessment method based on three-way decisions under intuitionistic fuzzy multi-attribute decision making environment[J]. Engineering Applications of Artificial Intelligence, 2020, 87, 103276.
doi: 10.1016/j.engappai.2019.103276 |
| 92 | 冯卉, 宋宝军, 邢清华. 基于直觉模糊VIKOR决策的反导作战预案评估方法[J]. 火力与指挥控制, 2022, 47 (6): 17- 21. |
| FENG H, SONG B J, XING Q H. Anti-missile operational scheme evaluation method based on intuitionistic fuzzy VIKOR MADM[J]. Fire Control & Command Control, 2022, 47 (6): 17- 21. | |
| 93 | ZADEH L A. Fuzzy sets[J]. Information and Control, 1965, 8 (3): 338- 353. |
| 94 | ATANASSOV K T. Intuitionistic fuzzy sets[M]. Heidelberg: Physica-Verlag, 1999. |
| 95 |
KONG D P, CHANG T Q, WANG Q D, et al. A threat assessment method of group targets based on interval-valued intuitionistic fuzzy multi-attribute group decision-making[J]. Applied Soft Computing, 2018, 67, 350- 369.
doi: 10.1016/j.asoc.2018.03.015 |
| 96 |
BAYES P. An essay towards solving a problem in the doctrine of chances[J]. Philosophical Transactions, 1763, 53, 370- 418.
doi: 10.1007/bf02883540 |
| 97 | FAN Z H, SHI B H, CHEN J Y, et al. A novel dynamic Bayesian network based threat assessment algorithm[C]//Proc. of the 4th International Conference on Systems and Informatics, 2017: 611−615. |
| 98 | 毛丽艳. 基于数据链的多机多目标智能火控系统研究[D]. 南京: 南京航空航天大学, 2006. |
| MAO Y L. Research on multistation multistar smart fire control system based on data chain[D]. Nanjing: Nanjing University of Aeronautics and Astronautics, 2006. | |
| 99 | 王改革. 基于智能算法的目标威胁估计[D]. 北京: 中国科学院大学, 2013. |
| WANG G H. Target threat estimation based on intelligent algorithms[D]. Beijing: University of Chinese Academy of Sciences, 2013. | |
| 100 |
陈路路, 张建民, 白洁, 等. 基于遗传算法和ELM神经网络的目标威胁估计[J]. 无线电工程, 2023, 53 (7): 1719- 1724.
doi: 10.3969/j.issn.1003-3106.2023.07.028 |
|
CHEN L L, ZHANG J M, BAI J. Target threat estimation based on genetic algorithm and ELM neural network[J]. Radio Engineering, 2023, 53 (7): 1719- 1724.
doi: 10.3969/j.issn.1003-3106.2023.07.028 |
| [1] | 甄子清, 黄栋, 韩松, 冯浩明. 舰艇服役期经济性评价指标体系构建[J]. 系统工程与电子技术, 2025, 47(7): 2275-2282. |
| [2] | 胡崇爽, 王纪凯, 李明浩, 豆亚杰, 姜江. 基于IVSFS的作战威胁人机协同评估框架[J]. 系统工程与电子技术, 2025, 47(6): 1855-1866. |
| [3] | 杨华果, 陈全, 杨磊, 尹政龙, 赵勇. 低轨巨型星座网络抗毁性研究进展与展望[J]. 系统工程与电子技术, 2025, 47(6): 2025-2035. |
| [4] | 崔瑞靖, 孙建彬, 杨克巍, 李明浩. 基于UAF的装备作战试验指标体系构建方法[J]. 系统工程与电子技术, 2025, 47(5): 1536-1550. |
| [5] | 杨天建, 王星, 程嗣怡, 陈游, 张曦, 张志恒. 基于IAHP-CRITIC-MARCOS的多种类目标威胁评估[J]. 系统工程与电子技术, 2025, 47(4): 1246-1254. |
| [6] | 赵蕊蕊, 于海跃, 游雅倩, 张涛, 陶敏, 姜江. 无人集群试验评估现状及技术方法综述[J]. 系统工程与电子技术, 2024, 46(2): 570-585. |
| [7] | 王紫东, 高晓光, 刘晓寒. 基于Stacking策略的集成BN网络目标威胁评估[J]. 系统工程与电子技术, 2024, 46(2): 586-598. |
| [8] | 王强, 高云翔, 杭爽, 张笔峰. 基于综合集成法的军事战略能力评估方法[J]. 系统工程与电子技术, 2023, 45(8): 2312-2317. |
| [9] | 苏倩, 钟元芾, 曹志钦, 张英朝. 基于作战态势和改进CRITIC-TOPSIS的目标威胁评估模型[J]. 系统工程与电子技术, 2023, 45(8): 2343-2352. |
| [10] | 黄炎焱, 王凯生, 史宇昂. 基于网络化指标的数据链作战保障能力评估模型研究[J]. 系统工程与电子技术, 2023, 45(8): 2361-2369. |
| [11] | 李昕泽, 周文雅, 刘凯, 王博. 可达区域内最佳着陆场的筛选方法[J]. 系统工程与电子技术, 2023, 45(6): 1712-1721. |
| [12] | 赵文飞, 王䶮, 滕克难, 陈健, 周璐. 基于随机服务系统的海上要地防空体系目标信息处理模型[J]. 系统工程与电子技术, 2023, 45(11): 3565-3572. |
| [13] | 张堃, 张振冲, 刘泽坤, 李珂, 刘培培. 基于FD-TODIM的混杂空战多目标动态威胁评估[J]. 系统工程与电子技术, 2023, 45(1): 148-154. |
| [14] | 徐鑫宇, 万路军, 陈平, 戴江斌, 高志周. 防御性制空截击中警戒巡逻空域规划建模[J]. 系统工程与电子技术, 2022, 44(5): 1589-1599. |
| [15] | 卢盈齐, 范成礼, 付强, 朱晓雯, 李威. 基于改进IFRS相似度和信息熵的反导作战目标威胁评估[J]. 系统工程与电子技术, 2022, 44(4): 1230-1238. |
| 阅读次数 | ||||||
|
全文 |
|
|||||
|
摘要 |
|
|||||