期刊文献+
共找到396篇文章
< 1 2 20 >
每页显示 20 50 100
Overview of research on intelligent swarm munitions
1
作者 Guannan Chang Wenxing Fu +4 位作者 Junmin Zhao Jinping Li Haochun Miao Xiaofeng Zhang Peng Dong 《Defence Technology(防务技术)》 2025年第12期225-244,共20页
This article started with an overview of the current technological status and engineering developments in the field of swarm munitions.It first introduced swarm behaviors and related swarm algorithms,and then provided... This article started with an overview of the current technological status and engineering developments in the field of swarm munitions.It first introduced swarm behaviors and related swarm algorithms,and then provided a comprehensive summary of the research progress in the field of swarm munitions from four aspects:Collaborative perception and detection,collaborative positioning and navigation,task allocation for swarms,and path planning for swarms.In summary,future developments in collaborative perception,planning,positioning,navigation,and decision-making for swarm munitions will trend towards intelligence,adaptability,and collaboration.It can enable swarm munitions to be better adapted to complex and dynamic battlefields,improving operational effectiveness and mission capabilities. 展开更多
关键词 Swarm munitions Collaborative control Intelligent algorithms
在线阅读 下载PDF
Distributed adaptive coalition task allocation based on reachable region online prediction for munition swarm
2
作者 Yuze Zhou Teng Long +2 位作者 Jingliang Sun Junzhi Li Jianxin Zhong 《Defence Technology(防务技术)》 2025年第11期169-183,共15页
Task allocation for munition swarms is constrained by reachable region limitations and real-time requirements.This paper proposes a reachable region guided distributed coalition formation game(RRGDCF)method to address... Task allocation for munition swarms is constrained by reachable region limitations and real-time requirements.This paper proposes a reachable region guided distributed coalition formation game(RRGDCF)method to address these issues.To enable efficient online task allocation,a reachable region prediction strategy based on fully connected neural networks(FCNNs)is developed.This strategy integrates high-fidelity data generated from the golden section method and low-fidelity data from geometric approximation in an optimal mixing ratio to form multi-fidelity samples,significantly enhancing prediction accuracy and efficiency under limited high-fidelity samples.These predictions are then incorporated into the coalition formation game framework.A tabu search mechanism guided by the reachable region center directs munitions to execute tasks within their respective reachable regions,mitigating redundant operations on ineffective coalition structures.Furthermore,an adaptive guidance coalition formation strategy optimizes allocation plans by leveraging the hit probabilities of munitions,replacing traditional random coalition formation methods.Simulation results demonstrate that RRGDCF surpasses the contract network protocol and traditional coalition formation game algorithms in optimality and computational efficiency.Hardware experiments further validate the method's practicality in dynamic scenarios. 展开更多
关键词 munition swarm Reachable region Coalition formation game Distributed task allocation
在线阅读 下载PDF
Effects of interior ballistic factors on dispersion of central blast tube cluster munitions 被引量:3
3
作者 袁利东 王志军 吴国东 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2015年第4期336-341,共6页
This article uses nonlinear dynamics analysis software AUTODYN-2D to establish an interior ballistic model of cen- tral blast tube cluster munitions dispersion. The interior ballistic process of the central blast tube... This article uses nonlinear dynamics analysis software AUTODYN-2D to establish an interior ballistic model of cen- tral blast tube cluster munitions dispersion. The interior ballistic process of the central blast tube duster munitions dispersion was simulated. The state of submunitions dispersion was obtained as interior ballistic conditions changed. The effect of shell stress groove on shell opening was discussed. The shell with stree groove is helpful for submunitions dispensing effectively and uniformly. The effect of liner material on submunitions dispersing was discussed. It can be found that foam liner can reduce the interior ballistic pressure, increase the pressure action time, reduce the acceleration of the submunitions and increase the sub- munitions dispersing velocity. These results provide some reference for the theory and experiment research of the central blast tube cluster munitions dispersion. 展开更多
关键词 cluster munitions interior ballistics AUTODYN
在线阅读 下载PDF
Performance analysis and design of loitering munitions: A comprehensive technical survey of recent developments 被引量:10
4
作者 Mark Voskuijl 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2022年第3期325-343,共19页
Loitering munitions are increasingly used in armed conflicts.An extensive database of loitering munitions is developed based on information available in the public domain.This database includes dimensions,weights,and ... Loitering munitions are increasingly used in armed conflicts.An extensive database of loitering munitions is developed based on information available in the public domain.This database includes dimensions,weights,and performance parameters such as flight endurance and communication range.Based upon this dataset,6 categories of loitering munitions are identified and statistical trends in the form of equations are provided for each category.The statistical trends are supported by aircraft performance theory tailored to loitering munitions applications.Altogether,the combination of the database,statistical trends and aircraft performance theory can be used to analyse the flight performance and design considerations of new loitering munitions of which only limited non-technical information is available in the public domain such as pictures and news articles.Based on the statistical trends and aircraft performance theory it is concluded that for long range applications,the preferred design solution is the conventional configuration.The cruciform configuration is beneficial in case precision flight path control is of prime importance.The tandem wing configuration combines the benefits of a canister launch and relatively high aspect ratio wings suitable for long range flight.Finally,the delta wing design provides a large internal volume and a high terminal attack airspeed.Two example case studies are included to illustrate the flight performance capabilities of two types of loitering munitions used in the current conflict in Yemen(a long range conventional design and a delta wing configuration). 展开更多
关键词 Loitering munition Unmanned aerial vehicle Flight performance Design
在线阅读 下载PDF
Numerical Simulation Research of Loitering Munitions Aerodynamics 被引量:2
5
作者 何光林 纪秀玲 张太恒 《Journal of Beijing Institute of Technology》 EI CAS 2009年第3期258-261,共4页
Aerodynamics of loitering munition is studied in this paper.The aerodynamic characteristics of loitering munition with non-circular body and body-airfoil-empennage combination are calculated numerically at Ma=0.4 base... Aerodynamics of loitering munition is studied in this paper.The aerodynamic characteristics of loitering munition with non-circular body and body-airfoil-empennage combination are calculated numerically at Ma=0.4 based on multi-griddings patching technology,in the range of angle of attack-4°-10°,and the analytical results were compared with those from wind tunnel experiments,they show a good consistency.Analysis of the results showed that the normal force generated by non-circular cross-section missile increases with the angle of attack.At α≥6°,normal force achieved by missile body can take up to 10% of the total lift.Together with the lifting surface,the loitering munitions can provide a better lift to drag ratio,an improved weapon range and a good longitudinal stability. 展开更多
关键词 loitering munition non-circular section body AERODYNAMICS numerical simulation
在线阅读 下载PDF
Optimization and verification of wind tunnel free-flight similarity law for separation of cluster munition 被引量:2
6
作者 Fei XUE Jun TANG +4 位作者 Huaqiang WANG Zenghui JIANG Yuchao WANG Han QIN Peng BAI 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2021年第3期61-70,共10页
In view of the separation form of the separator from the back of the carrier upward and from the side of the carrier outward, separation-safety research is carried out by taking the separation of a cluster munition as... In view of the separation form of the separator from the back of the carrier upward and from the side of the carrier outward, separation-safety research is carried out by taking the separation of a cluster munition as an example. In previous wind tunnel free-flight tests, the similarity law of vertical, downward, moving submunition was used to design submunitions at different positions in different initial-velocity directions, which resulted in large discrepancies between wind tunnel test results and real flight. In a wind tunnel test, each submunition has an independent time-reduction ratio with respect to the dispenser. Even if the separation trajectory of a single submunition is accurate, there will be errors in the position of each submunition at a given time. Therefore, it is necessary to determine the time-reduction ratio between submunitions, and to modify the test results later. In order to ensure the accuracy of wind tunnel test results, the similarity law of a freeflight test in a wind tunnel is derived in this paper. The time-correction scheme to ensure motion similarity between submunitions is solved. Numerical simulation is used to simulate the separation of a wind tunnel test and real aircraft, and the motion parameters of different submunitions are solved. The results show that the new similarity laws derived for different types of submunitions can greatly reduce the errors caused by previous similarity laws. In addition to the case for the separation of a cluster munition, the similarity law can also be applied to the free-flight test design of wind tunnels for vertical separation and horizontal separation of other kinds of aircraft. 展开更多
关键词 Cluster munition Ejection separation Free-flight wind tunnel test Multi-body separation Similarity-law derivation
原文传递
Formulation development and characterization of cellulose acetate nitrate based propellants for improved insensitive munitions properties 被引量:2
7
作者 Thelma MANNING Jeffrey WYCKOFF +11 位作者 Carlton ADAM Eugene ROZUMOV Kenneth KLINGAMAN Viral PANCHAL Joseph LAQUIDARA Mike FAIR John BOLOGNINI Keith LUHMANN Steve VELARDE Christine KNOTT Stephanie M.PIRAINO Kevin BOYD 《Defence Technology(防务技术)》 SCIE EI CAS 2014年第2期92-100,共9页
Cellulose acetate nitrate(CAN) was used as an insensitive energetic binder to improve the insensitive munitions(IM) properties of gun propellants to replace the M1 propellant used in 105 mm artillery charges.CAN conta... Cellulose acetate nitrate(CAN) was used as an insensitive energetic binder to improve the insensitive munitions(IM) properties of gun propellants to replace the M1 propellant used in 105 mm artillery charges.CAN contains the energetic nitro groups found in nitrocellulose(NC),but also acetyl functionalities,which lowered the polymer's sensitivity to heat and shock,and therefore improved its IM properties relative to NC.The formulation,development and small-scale characterization testing of several CAN-based propellants were done.The formulations,using insensitive energetic solid fillers and high-nitrogen modifiers in place of nitramine were completed.The small scale characterization testing,such as closed bomb testing,small scale sensitivity,thermal stability,and chemical compatibility were done.The mechanical response of the propellants under high-rate uni-axial compression at,hot,cold,and ambient temperatures were also completed.Critical diameter testing,hot fragment conductive ignition(HFCI) tests were done to evaluate the propellants' responses to thermal and shock stimuli.Utilizing the propellant chemical composition,theoretical predictions of erosivity were completed.All the small scale test results were utilized to down-select the promising CAN based formulations for large scale demonstration testing such as the ballistic performance and fragment impact testing in the105 mm M67 artillery charge configurations.The test results completed in the small and large scale testing are discussed. 展开更多
关键词 硝酸纤维素 弹道性能 钝感弹药 推进剂 醋酸纤维素 开发 配方 特性测试
在线阅读 下载PDF
Extended Range Guided Munition Aerodynamic Configuration Design 被引量:5
8
作者 雷娟棉 吴甲生 居贤铭 《Defence Technology(防务技术)》 SCIE EI CAS 2005年第1期61-65,共5页
Based on the analysis of the flying scheme and flying style of an extended range guided munition(ERGM), the aerodynamic characteristics design standards were put forward. According to the standards, the ERGM aerodynam... Based on the analysis of the flying scheme and flying style of an extended range guided munition(ERGM), the aerodynamic characteristics design standards were put forward. According to the standards, the ERGM aerodynamic configuration was designed, and the wind tunnel experiments were processed. The experimental results show that the configuration has lower drag and good static stability at unguided flying stage. Moreover, the stability, maneuverability, rudder deflection angle and balance angle of attack of the configuration are all reasonably matched at guided flying stage, and the munition with the configuration can glide with larger lift-drag ratio at little balance angle of attack. The experimental results also indicate that the canard can't conduct rolling control when 1.0 < Ma < 1.5, so the ERGM must take rolling flight style with certain limited rolling speed. 展开更多
关键词 空气动力学 构造设计 风洞试验 ERGM
在线阅读 下载PDF
Insensitive Munitions (IM) : A Key Aspect of Improved Munitions Safety 被引量:8
9
作者 Duncan Watt Eric Deschambault Patrick Touze 《含能材料》 EI CAS CSCD 2006年第5期323-329,共7页
在线阅读 下载PDF
UV-A Coexposure Enhances the Toxicity of AromaticHydrocarbons, Munitions, and Metals to Photobacterium phosphoreum
10
作者 DarrylP.ARFSTEN RichardDAVENPORT 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 1994年第2期101-108,共8页
Johnson et al. (1993) showed that coexposure to UV-A between 300-400 nm enhanced the toxicity of nitrotoluenes to Phoiobacterium phosphoreum, a marine bioluminescent bacteria used in the Microtox test (Microbics Inc.)... Johnson et al. (1993) showed that coexposure to UV-A between 300-400 nm enhanced the toxicity of nitrotoluenes to Phoiobacterium phosphoreum, a marine bioluminescent bacteria used in the Microtox test (Microbics Inc.). This paper reports that UV-A photoenhanced the toxicity of polynuclear aromatic hydrocarbons, other types of organic compounds, and some transition metals to P. phosphoreum. Coexposure to 400 μw/cm2 for 15 min increased the toxicity of psoralen, α-terthienyl, anthracene, acridine, fluoranthene,TNT, Cu2+, As3+, Ni2, and Cd2+. Phenanthrene was photoenhanced after 30 min coexposure at 400 μw/cm2+, and Mn2+ at 800 μw/cm2 aftef 15 min. Naphthalene was not enhanced at 800 μw/cm2 for 30 min 展开更多
关键词 NM UV-A Coexposure Enhances the Toxicity of AromaticHydrocarbons munitions and Metals to Photobacterium phosphoreum
在线阅读 下载PDF
Reversion of Bioluminescent Bacteria (Mutatox^(TM)) toTheir Luminescent State upon Exposure to OrganicCompounds, Munitions, and Metal Salts
11
作者 DarrylP.ARFSTEN RichardDAVENPORT 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 1994年第2期144-149,共6页
Mutatox is a new genotoxicity bioassay which uses as the endpoint the bioluminescence produced on reversion of a dark strain of the marine bacterium Vibrio fischeri ±S9.Reversion can occur by several mechanisms, ... Mutatox is a new genotoxicity bioassay which uses as the endpoint the bioluminescence produced on reversion of a dark strain of the marine bacterium Vibrio fischeri ±S9.Reversion can occur by several mechanisms, including base substitution, frame-shift, SOS induction, and DNA intercalation. For screening, Mutatox provides many advantages over the Salmonella trphimurium (Ames) assay: it requires minimal sterility, employs a shorter incubation period, and does not require culture maintenance. Eighteen organic chemicals (phenol, polynuclear aromatic hydrocarbons, nitrotoluenes, others), Na3PO4, and 4 genotoxic metals (Cu2+, Ni2+, As3+, Cd2+) were tested. Most of the organic compounds positive in S. typhimurium assays were positive in Mutatox. None of the metals was genotoxic in V. fischeri, possibly due to poor uptake from the saline medium 展开更多
关键词 MPC DAMD Mutatox Reversion of Bioluminescent Bacteria and Metal Salts toTheir Luminescent State upon Exposure to OrganicCompounds munitions NIOSH TM
在线阅读 下载PDF
Review and Analysis: United States Cluster Munitions and Unexploded Ordnance Left in Laos after the Second Indochina War
12
作者 Kenneth R. Olson 《Open Journal of Soil Science》 2023年第8期355-369,共15页
Cluster munitions release dozens of smaller bomblets that rain deadly ammunition on armored tanks, vegetation and troops, effectively striking broad areas of war zone landscapes in one launch. However, only about 60% ... Cluster munitions release dozens of smaller bomblets that rain deadly ammunition on armored tanks, vegetation and troops, effectively striking broad areas of war zone landscapes in one launch. However, only about 60% of bomblets detonate immediately and those that fail to detonate fall to the ground and can lie dormant for years. The legacy of cluster munitions in Laos from the Second Indochina War is unexploded bomblets across the landscape that unexpectedly detonate years later, injuring and killing children, farmers, and other civilians long after the war is over. In Laos, the United States (US) military operation against the Ho Chi Minh Trail, a network of foot and bicycle paths, waterways, and truck routes along the Laos, Cambodia and Vietnam borders linking North and South Vietnam began in 1959. By the 1960s, as the war escalated, trail traffic was interdicted frequently by CIA and US Air Force using tactical herbicide spraying to defoliate dense vegetation and bombing to disrupt supplies and North Vietnamese troops dispersed along the 16,000-kilometer trail. Unexploded ordinance (UXO), including cluster munitions, from U.S. bombings continued in recent years to detonate, kill, maim and injure Laotians and render agricultural lands too hazardous to cultivate. The primary objectives of this study are to document: 1) the long-term consequences and impacts of the US Air Force bombing of Laos during the Second Indochina War (1959 to 1973);2) the United States removal of unexploded ordnance and cluster munitions;and 3) worldwide relief efforts to help the Laotians maimed by unexploded ordnance and cluster munitions. 展开更多
关键词 Cluster munitions ORDNANCE BOMBS Laos Cluster bomblets US Air Force Air America
暂未订购
一种无人机挂载巡飞弹药投放装置设计及实现 被引量:1
13
作者 李永泽 张根莱 +2 位作者 拜云山 梁熙 冯高鹏 《兵器装备工程学报》 北大核心 2025年第4期154-160,185,共8页
巡飞弹投放装置用于巡飞弹在无人机上的挂载和投放,是确保可靠挂载和安全分离的关键,并对巡飞弹离开载机后的姿态有较大影响。为提升挂载、投放过程的稳定性,设计了一种自由释放的巡飞弹投放装置。首先基于数值模拟研究了弹机分离过程... 巡飞弹投放装置用于巡飞弹在无人机上的挂载和投放,是确保可靠挂载和安全分离的关键,并对巡飞弹离开载机后的姿态有较大影响。为提升挂载、投放过程的稳定性,设计了一种自由释放的巡飞弹投放装置。首先基于数值模拟研究了弹机分离过程中的气动力影响,得出可忽略气动干扰的安全距离为0.5 m,由此确定了结构方案的关键参数;设计了以机翼锁定环为核心的机械投放装置,实现了投放装置与电控系统的相对独立,提高了系统的可靠性与易用性,并完成了关键受力组件的力学校核;进行了巡飞弹挂载、投放地面与飞行试验,结果表明,设计的巡飞弹投放装置可实现巡飞弹在无人机上的可靠挂载和安全投放,并为后续巡飞弹进入自主巡飞模式提供了良好的初始条件。 展开更多
关键词 挂载 巡飞弹 投放装置 数值模拟 强度校核 试验评估
在线阅读 下载PDF
空地协同下的火炮信火一体作战系统研究
14
作者 李伟 江腾耀 《火炮发射与控制学报》 北大核心 2025年第6期86-90,107,共6页
通过分析俄乌战场上的火炮、信息对抗、无人机的地位和作用,提出了陆战战场以火炮为主体,由无人机与巡飞弹、通信数据链系统、指挥控制系统等组成的新型空地协同下的火炮信火一体化作战系统概念、特征及其作战流程。分析了传统炮兵作战... 通过分析俄乌战场上的火炮、信息对抗、无人机的地位和作用,提出了陆战战场以火炮为主体,由无人机与巡飞弹、通信数据链系统、指挥控制系统等组成的新型空地协同下的火炮信火一体化作战系统概念、特征及其作战流程。分析了传统炮兵作战方式的不足,无人机和巡飞弹辅助炮兵空地协同作战样式的优势,以近期的俄乌冲突中乌克兰炮兵作战管理系统极大提升其火炮作战效能为例详述的炮兵作战样式演变历程,说明构建新型空地协同下的火炮信火一体作战系统的重要性,得出了为应对将来的强敌对抗,应加快建设以联合全域作战通信网络为基础,以柔性灵活、弹性抗毁为特征的空地协同、火炮信火一体作战系统的结论。 展开更多
关键词 信火一体 火炮 无人机 巡飞弹 空地协同
在线阅读 下载PDF
氧化石墨烯对含CL-20的NEPE推进剂热分解及燃烧性能的影响 被引量:2
15
作者 杨猛 方鸣 +5 位作者 余涛 张欣怡 孟赛钦 付小龙 汤成龙 黄佐华 《推进技术》 北大核心 2025年第3期183-190,共8页
为了研究氧化石墨烯(GO)对含CL-20的NEPE推进剂热分解和燃烧过程的影响,利用溶剂-非溶剂法制备了不同GO含量的NEPE推进剂,采用扫描电子显微镜(SEM-EDS)、同步热分析仪(STA)及快速热加载实验平台(RCM)对所制备的NEPE推进剂微观形貌、热... 为了研究氧化石墨烯(GO)对含CL-20的NEPE推进剂热分解和燃烧过程的影响,利用溶剂-非溶剂法制备了不同GO含量的NEPE推进剂,采用扫描电子显微镜(SEM-EDS)、同步热分析仪(STA)及快速热加载实验平台(RCM)对所制备的NEPE推进剂微观形貌、热分解动力学参数及燃速进行分析。结果表明,GO的添加使NEPE推进剂表面形成紧密的层状结构,将暴露在表面的大粒径CL-20,HMX及AP包覆,使其暴露在表面的含量减少;而Al粒径较小会均匀分布在GO层状结构中,导致表面的Al含量增多。不含氧化石墨烯的NEPE推进剂GO0热分解主要包括5个放热阶段,添加氧化石墨烯使得推进剂热分解合并为3个主要的放热过程。GO添加对CL-20及HMX热分解起到抑制作用,但促进了AP热分解。GO0基础配方在3.5 MPa和825 K下的燃速为9.5 mm/s,添加0.025%~0.1%的氧化石墨烯,使得NEPE推进剂燃速提高10%~20%。 展开更多
关键词 NEPE推进剂 钝感弹药 氧化石墨烯 热分析 燃烧性能
原文传递
基于可编程门阵列的集群弹药协同决策与同步起爆方法
16
作者 张传昊 李豪杰 +3 位作者 李长生 张凌云 乔诗翔 于航 《兵工学报》 北大核心 2025年第8期199-211,共13页
针对巡飞弹集群智能决策与同步打击的需求,为实现理论算法在弹药弱硬件平台中的应用,提高集群弹药协同作战的智能化水平,提出适用于可编程门阵列(Field Programmable Gate Array,FPGA)的威胁评估数学模型与分配方法。基于层次分析法、... 针对巡飞弹集群智能决策与同步打击的需求,为实现理论算法在弹药弱硬件平台中的应用,提高集群弹药协同作战的智能化水平,提出适用于可编程门阵列(Field Programmable Gate Array,FPGA)的威胁评估数学模型与分配方法。基于层次分析法、熵值法与逼近理想解的排序方法,通过基数排序、等效替代等方法建立基于FPGA的威胁评估模型。基于分布式的通信结构与数据多跳传输策略,提出多节点低时延自适应延时起爆方法。基于软件平台与硬件平台的数值对比仿真,验证了FPGA实现威胁评估的快速性与准确性,每次求解仅需要50μs;通过全流程仿真,验证了多节点任务分配、节点安全与收发状态转换以及自适应延时起爆的可行性。最终进行了多节点协同决策动态试验,验证四节点协同决策的可行性与结果的准确性;通过静态全流程试验验证了节点同步起爆的精确性,采集到四节点起爆信号输出总时延不超过200μs。 展开更多
关键词 集群弹药 协同决策 分布通信 同步起爆
在线阅读 下载PDF
基于门控循环单元的来袭弹药轨迹预测
17
作者 付豪 宋海平 +3 位作者 王金砺 王金相 陈日明 杨阳 《兵器装备工程学报》 北大核心 2025年第4期27-34,107,共9页
针对来袭弹药的真实轨迹非线性特征较多、探测数据误差较大难以对其轨迹数据进行预测的问题,提出了一种基于门控循环单元(GRU)的轨迹预测网络模型(CNN-GRU)。在实验中收集真实来袭弹药飞行轨迹数据,构建基础轨迹数据库,使用滑动窗口的... 针对来袭弹药的真实轨迹非线性特征较多、探测数据误差较大难以对其轨迹数据进行预测的问题,提出了一种基于门控循环单元(GRU)的轨迹预测网络模型(CNN-GRU)。在实验中收集真实来袭弹药飞行轨迹数据,构建基础轨迹数据库,使用滑动窗口的方法对数据库数据进行预处理,获取具有对应输入输出的数据集。离线状态下将CNN-GRU模型与其余5种对比模型在相同数据集下进行训练,得到具有最优超参数的网络。所提模型与对比模型分别对同一条轨迹数据的距离、俯仰角、水平角3个维度进行预测对比分析,使用均方差(MSE)作为模型预测性能的评价标准,实验结果表明:在保证预测时效性的前提下,完整预测轨迹后CNN-GRU模型的MSE为0.2449 m^(2)、0.0167°^(2)、0.0037°^(2),相较于对比模型的MSE均为最小,说明该模型的预测精度优于其余对比模型,为来袭弹药轨迹预测研究提供了一定参考。 展开更多
关键词 轨迹预测 门控循环单元(GRU) 来袭弹药 滑动窗口 均方差(MSE)
在线阅读 下载PDF
偏最小二乘和XGBoost集成模型的巡飞器成本预测
18
作者 李喜茹 白鹏 《兵器装备工程学报》 北大核心 2025年第S1期44-49,共6页
针对小样本、高非线性数据单一模型预测成本局限性的缺陷,提出一种新的巡飞器成本预测方法。以巡飞器主要技术指标及成本的历史小样本数据为基础,建立基于偏最小二乘、XGBoost的巡飞器成本模型,使用加权平均法设计基于偏最小二乘和XGBo... 针对小样本、高非线性数据单一模型预测成本局限性的缺陷,提出一种新的巡飞器成本预测方法。以巡飞器主要技术指标及成本的历史小样本数据为基础,建立基于偏最小二乘、XGBoost的巡飞器成本模型,使用加权平均法设计基于偏最小二乘和XGBoost集成模型的成本模型。结果表明,在巡飞器的技术指标中,巡飞速度对成本的影响最明显,质量和战斗部质量对成本的影响依次降低,而巡飞时间和导引头类型对成本的影响小。集成模型互补性指标达到-0.12,集成模型的R^(2)提升至0.98,RMSE(2.55)、MAE(1.2)、MAPE(2.6%)均优于单一模型。兼顾了集成模型的影响因素,预测精度高,适用于巡飞器成本精准预测,可为总体方案论证和作战效费比评估提供参考。 展开更多
关键词 巡飞器 成本预测 偏最小二乘 XGBoost 集成模型
在线阅读 下载PDF
基于深度强化学习的落角和视场角约束制导律
19
作者 先苏杰 王康 +2 位作者 曾鑫 宋杰 吴志林 《兵工学报》 北大核心 2025年第4期255-269,共15页
为满足日益复杂的作战需求,提升微型制导弹药在近距离下的制导性能,基于深度强化学习(Deep Reinforcement Learning,DRL)提出一种考虑视场角极限的落角约束制导律。推导导弹相对移动目标的落角误差估计公式,以落角误差和视角为状态量并... 为满足日益复杂的作战需求,提升微型制导弹药在近距离下的制导性能,基于深度强化学习(Deep Reinforcement Learning,DRL)提出一种考虑视场角极限的落角约束制导律。推导导弹相对移动目标的落角误差估计公式,以落角误差和视角为状态量并构造分段奖励函数,将制导问题建模为时间离散的马尔科夫决策过程。通过偏置比例导引获得所需制导指令,并由DRL的策略网络输出其偏置项,通过近端策略优化算法对网络进行训练,得到最优制导策略,实现在无弹目距离信息下对视角和落角的约束。在不同视场角限制、期望落角、目标速度、初始位置和导弹速度下进行数值模拟和蒙特卡洛仿真,并对导弹在不同速度下的捕获区域进行对比分析。研究结果表明,所提制导律在不同初始条件下均能保持良好的制导性能,在近距离打击中相比现有制导律具有更大的捕获区域,在干扰作用下具有更小的落角误差分布,从而验证了该制导律的有效性与优越性。 展开更多
关键词 制导律 落角约束 深度强化学习 有限视场角 微型制导弹药
在线阅读 下载PDF
巡飞弹的发展和作战应用分析 被引量:1
20
作者 圣冬冬 《弹箭与制导学报》 北大核心 2025年第3期323-329,共7页
巡飞弹集侦察、打击、评估等多功能于一体,使用成本低、作战部署灵活、探测拦截难,显著提升了对目标的打击精度与能力,成为俄乌冲突等局部战争中的重要武器,引起各军事强国的高度重视。文中总结了巡飞弹的特性,介绍了国内外主要巡飞弹... 巡飞弹集侦察、打击、评估等多功能于一体,使用成本低、作战部署灵活、探测拦截难,显著提升了对目标的打击精度与能力,成为俄乌冲突等局部战争中的重要武器,引起各军事强国的高度重视。文中总结了巡飞弹的特性,介绍了国内外主要巡飞弹的发展现状,包括美国“弹簧刀”系列、“战鹰”系列,俄罗斯“立方体”系列、“柳叶刀”系列,以色列“英雄”系列、“哈比”系列等具有实战应用的巡飞弹,对比分析了相关巡飞弹性能参数,梳理了巡飞弹发展的关键技术,包括动力技术、抗干扰技术、模块化技术、智能协同作战技术,总结了巡飞弹的发展趋势,在此基础上分析了巡飞弹的作战应用以及对巡飞弹采取的防御手段。 展开更多
关键词 巡飞弹 武器 智能 协同作战
在线阅读 下载PDF
上一页 1 2 20 下一页 到第
使用帮助 返回顶部