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A multi-aircraft conflict detection and resolution method for 4-dimensional trajectory-based operation 被引量:14
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作者 Siqi HAO Shaowu CHENG Yaping ZHANG 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2018年第7期1579-1593,共15页
Conflict Detection and Resolution(CD&R) is the key to ensure aviation safety based on Trajectory Prediction(TP). Uncertainties that affect aircraft motions cause difficulty in an accurate prediction of the trajec... Conflict Detection and Resolution(CD&R) is the key to ensure aviation safety based on Trajectory Prediction(TP). Uncertainties that affect aircraft motions cause difficulty in an accurate prediction of the trajectory, especially in the context of four-dimensional(4D) Trajectory-Based Operation(4DTBO), which brings the uncertainty of pilot intent. This study draws on the idea of time geography, and turns the research focus of CD&R from TP to an analysis of the aircraft reachable space constrained by 4D waypoint constraints. The concepts of space–time reachability of aircraft and space–time potential conflict space are proposed. A novel pre-CD&R scheme for multiple aircraft is established. A key advantage of the scheme is that the uncertainty of pilot intent is accounted for via a Space-Time Prism(STP) for aircraft. Conflict detection is performed by verifying whether the STPs of aircraft intersect or not, and conflict resolution is performed by planning a conflict-free space–time trajectory avoiding intersection. Numerical examples are presented to validate the efficiency of the proposed scheme. 展开更多
关键词 Air traffic control Collision avoidance conflict detection conflict resolution Time geography Trajectory planning
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Aware conflict detection of non-uniform memory access system and prevention for transactional memory 被引量:3
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作者 王睿伯 卢凯 卢锡城 《Journal of Central South University》 SCIE EI CAS 2012年第8期2266-2271,共6页
Most transactional memory (TM) research focused on multi-core processors, and others investigated at the clusters, leaving the area of non-uniform memory access (NUMA) system unexplored. The existing TM implementation... Most transactional memory (TM) research focused on multi-core processors, and others investigated at the clusters, leaving the area of non-uniform memory access (NUMA) system unexplored. The existing TM implementations made significant performance degradation on NUMA system because they ignored the slower remote memory access. To solve this problem, a latency-based conflict detection and a forecasting-based conflict prevention method were proposed. Using these techniques, the NUMA aware TM system was presented. By reducing the remote memory access and the abort rate of transaction, the experiment results show that the NUMA aware strategies present good practical TM performance on NUMA system. 展开更多
关键词 transactional memory non-uniform memory access (NUMA) conflict detection conflict prevention
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Conflict detection and resolution for authorization policies in workflow systems 被引量:1
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作者 Chen-hua MA Guo-dong LU Jiong QIU 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2009年第8期1082-1092,共11页
The specification of authorization policies in access control models proposed so far cannot satisfy the requirements in workflow management systems(WFMSs).Furthermore,existing approaches have not provided effective co... The specification of authorization policies in access control models proposed so far cannot satisfy the requirements in workflow management systems(WFMSs).Furthermore,existing approaches have not provided effective conflict detection and resolution methods to maintain the consistency of authorization polices in WFMSs.To address these concerns,we propose the definition of authorization policies in which context constraints are considered and the complicated requirements in WFMSs can be satisfied.Based on the definition,we put forward static and dynamic conflict detection methods for authorization policies.By defining two new concepts,the precedence establishment rule and the conflict resolution policy,we provide a flexible approach to resolving conflicts. 展开更多
关键词 Workflow management system (WFMS) Authorization policy conflict detection and resolution
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Improved Flight Conflict Detection Algorithm Based on Gauss-Hermite Particle Filter 被引量:1
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作者 MA Lan GAO Yongsheng +1 位作者 YIN Tianyi ZHAI Wenpeng 《Wuhan University Journal of Natural Sciences》 CAS CSCD 2017年第3期269-276,共8页
In order to improve the accuracy of free flight conflict detection and reduce the false alarm rate, an improved flight conflict detection algorithm is proposed based on Gauss-Hermite particle filter(GHPF). The algor... In order to improve the accuracy of free flight conflict detection and reduce the false alarm rate, an improved flight conflict detection algorithm is proposed based on Gauss-Hermite particle filter(GHPF). The algorithm improves the traditional flight conflict detection method in two aspects:(i) New observation data are integrated into system state transition probability, and Gauss-Hermite Filter(GHF) is used for generating the importance density function.(ii) GHPF is used for flight trajectory prediction and flight conflict probability calculation. The experimental results show that the accuracy of conflict detection and tracing with GHPF is better than that with standard particle filter. The detected conflict probability is more precise with GHPF, and GHPF is suitable for early free flight conflict detection. 展开更多
关键词 free flight conflict detection Gauss-Hermite particle filter importance probability density function observation data
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The Application of Constraint Satisfaction Technique in Conflict Detection and Resolution
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作者 谢洪潮 CHEN +2 位作者 Darong Kong Xianmei 《High Technology Letters》 EI CAS 2002年第3期88-91,共4页
The conflict detection and resolution in collaborative design is a key issue to maintain multi disciplinary design consistency. This paper proposes a new method for conflict detection and resolution based on constrain... The conflict detection and resolution in collaborative design is a key issue to maintain multi disciplinary design consistency. This paper proposes a new method for conflict detection and resolution based on constraint satisfaction technique. The representation of design constraint, the interval arithmetic of the constraint satisfaction problem CSP and the conflict resolution strategy based on constraint relaxation and adjustment are introduced. A constraint satisfaction based conflict detection and resolution tool CSCDR is then developed. It can help collaborative designers to detect and resolve the conflicts in time in the early stage of the design process so that the unnecessary design iteration and repeated negotiation are avoided and the design efficiency is then much improved. A design case illustrates the effectiveness of CSCDR. 展开更多
关键词 design constraint constraint satisfaction conflict detection conflict resolution
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Conflict detection in collaborative architectural pipe routing design based on constraint network
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作者 苏孝钐 Tian Ling 《High Technology Letters》 EI CAS 2013年第2期117-124,共8页
This paper analyzes conflict features in architecture pipe routing,and builds a pipe routing design conflict model by taking into account of discrete nominal internal diameter selection of pipes,material costs,and con... This paper analyzes conflict features in architecture pipe routing,and builds a pipe routing design conflict model by taking into account of discrete nominal internal diameter selection of pipes,material costs,and conflict solution sequence.Considering pipe routing as an assembling process,a conflict detection approach for pipe routing in collaborative architectural design is proposed based on an aforementioned model.Constraint network is used to describe the relationship among pipe routing design parameters and constraints;design conflicts are detected by matching designers' input and constraint network;and detected design conflicts are reordered according to the number of pipe parameters in conflicts.In order to support the collaborative requirement of pipe routing design,a prototype system using browser/server architecture is developed.An illustrative example of water pipe routing in a room is used to show the effectiveness and efficiency of the approach. 展开更多
关键词 conflict detection constraint network piping routing collaborative design archi-tectural pipe routing
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Research on engineering-oriented constraints conflict detection in collaborative design of wire harness technology
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作者 LIU Xiaoping HE Honglin XU Benzhu 《Computer Aided Drafting,Design and Manufacturing》 2012年第2期13-19,共7页
Engineering-oriented constraint of harness technology has much information and project information presents progressive changes along with the design. Therefore, how to handle conflict resolution quickly is a problem ... Engineering-oriented constraint of harness technology has much information and project information presents progressive changes along with the design. Therefore, how to handle conflict resolution quickly is a problem to be solved. Process model of con- flict detection is put forward according to characteristics of harness technology design engineering-oriented constraint, and then two problems of how to conduct conflict positioning and judgment of constraint rules are introduced in this paper. Afterwards in this pa- per, constraint information directed acyclic graph is established by classified project constraint information to solve the conflict posi- tioning problem; solution of constraint satisfaction problem is applied to realize judgment problem of constraint rules. Finally, exam- ple is used to analyze the method in this paper to further verify the correctness and effectiveness of this method. 展开更多
关键词 harness technology collaborative design conflict detection engineering-oriented constraint
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Detecting conflict of heterogeneous access control policies
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作者 Mingjie Yu Fenghua Li +2 位作者 Nenghai Yu Xiao Wang Yunchuan Guo 《Digital Communications and Networks》 SCIE CSCD 2022年第5期664-679,共16页
Policy conflicts may cause substantial economic losses.Although a large amount of effort has been spent on detecting intra-domain policy conflict,it can not detect conflicts of heterogeneous policies.In this paper,con... Policy conflicts may cause substantial economic losses.Although a large amount of effort has been spent on detecting intra-domain policy conflict,it can not detect conflicts of heterogeneous policies.In this paper,considering background knowledge,we propose a conflict detection mechanism to search and locate conflicts of heterogeneous policies.First,we propose a general access control model to describe authorization mechanisms of cloud service and a translation scheme designed to translate a cloud service policy to an Extensible Access Control Markup Language(XACML)policy.Then the scheme based on Multi-terminal Multi-data-type Interval Decision Diagram(MTMIDD)and Extended MTMIDD(X-MTMIDD)is designed to represent XACML policy and search the conflict among heterogeneous policies.To reduce the rate of false positives,the description logic is used to represent XACML policy and eliminate false conflicts.Experimental results show the efficiency of our scheme. 展开更多
关键词 conflict detection Access control Decision diagram Policy translation Heterogeneous policy Ontology reasoner
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Modeling and Global Conflict Analysis of Firewall Policy 被引量:3
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作者 LIANG Xiaoyan XIA Chunhe +2 位作者 JIAO Jian HU Junshun LI Xiaojian 《China Communications》 SCIE CSCD 2014年第5期124-135,共12页
The global view of firewall policy conflict is important for administrators to optimize the policy.It has been lack of appropriate firewall policy global conflict analysis,existing methods focus on local conflict dete... The global view of firewall policy conflict is important for administrators to optimize the policy.It has been lack of appropriate firewall policy global conflict analysis,existing methods focus on local conflict detection.We research the global conflict detection algorithm in this paper.We presented a semantic model that captures more complete classifications of the policy using knowledge concept in rough set.Based on this model,we presented the global conflict formal model,and represent it with OBDD(Ordered Binary Decision Diagram).Then we developed GFPCDA(Global Firewall Policy Conflict Detection Algorithm) algorithm to detect global conflict.In experiment,we evaluated the usability of our semantic model by eliminating the false positives and false negatives caused by incomplete policy semantic model,of a classical algorithm.We compared this algorithm with GFPCDA algorithm.The results show that GFPCDA detects conflicts more precisely and independently,and has better performance. 展开更多
关键词 firewall policy semantic model conflict analysis conflict detection
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Conflict Resolution Based on Collaborative Design of Grid Services
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作者 LUO Zuomin ZHANG Jing ZHOU Hongfang CHEN Xinhua 《Wuhan University Journal of Natural Sciences》 CAS 2008年第4期490-494,共5页
To the issues of low efficiency of conflict resolution method in collaborative design, we proposed a method, which is conflict resolution about collaborative design based on grid services.It uses the grid services fro... To the issues of low efficiency of conflict resolution method in collaborative design, we proposed a method, which is conflict resolution about collaborative design based on grid services.It uses the grid services from the current design points, uses the method of retrospective thinking to find the conflict point by detecting, and then uses the corresponding method to resolve the conflict point according to the conflict characteristic, after that carried on the conflict detection again. If there is still the conflict, resolve the conflict point again, until the conflict no longer exists. This method combines various traditional resolution methods, makes full use of the grid idle high-performance large-scale sharing resources. With this method the collaborative design conflict resolution cost reduced and the conflict resolution efficiency was raised. And then the problem which is not handled completely was then solved, so that the conflict resolution Quality was guaranteed. 展开更多
关键词 grid services collaborative design conflict resolution conflict characteristic conflict detection
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STUDY ON CONFLICT MANAGEMENT FOR COLLABORATIVE DESIGN SYSTEM
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作者 李祥 周雄辉 阮雪榆 《Journal of Shanghai Jiaotong university(Science)》 EI 2000年第2期88-93,共6页
Modern day products are usually designed cooperatively by groups of experts, each with his own areas of expertise. Because of different viewpoint, evaluation standard and domain knowledge of these design groups in col... Modern day products are usually designed cooperatively by groups of experts, each with his own areas of expertise. Because of different viewpoint, evaluation standard and domain knowledge of these design groups in collaborative design system, conflict is unavoidable. In this paper, an integration conflict management system (ICMS) was presented from the aspect of all life cycle. A hierarchical constraint network was introduced to detect the conflicts. Three conflict types were classified in ICMS and different type of conflict was submitted to different resolution strategy, constraint relaxation to data conflict and knowlegdge based reasoning to knowledge conflict or schema conflict. To those conflicts hard to be resolved with the above two strategies, an arbitration was used for the conflict resolution. ICMS also provided interface with other collaborative systems such as CAE, CAD to improve the efficiency of collaborative design system. 展开更多
关键词 COLLABORATIVE design CONSTRAINT network conflict detection conflict RESOLUTION Document code:A
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Evaluation of conflict-resolution policies on controller taskload
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作者 Adan Ernesto VELA William SINGHOSE +2 位作者 Karen FEIGH John-Paul CLARKE Eric FERON 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2021年第5期315-330,共16页
In an effort to maintain safety while satisfying growing air traffic demand,air navigation service providers are considering the inclusion of advisory systems to identify potential conflicts and propose resolution com... In an effort to maintain safety while satisfying growing air traffic demand,air navigation service providers are considering the inclusion of advisory systems to identify potential conflicts and propose resolution commands for the air traffic controller to verify and issue to aircraft.To understand the potential workload implications of introducing advisory conflict-detection and resolution tools,this paper examines a metric of controller taskload:how many resolution commands an air traffic controller issues under the guidance of an advisory system.Through a simulation study,the research presented here evaluates how the underlying protocol of a conflict-resolution tool affects the controller taskload(system demands)associated with the conflict-resolution process,and implicitly the controller workload(physical and psychological demands).Ultimately,evidence indicates that there is significant flexibility in the design of conflict-resolution algorithms supporting an advisory system. 展开更多
关键词 Air traffic control Air traffic management conflict detection and resolution Decision-support tools Simulation analysis
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基于网格模型的冲突检测方法综述
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作者 沈堤 谭威 +1 位作者 余付平 苏北坡 《指挥信息系统与技术》 2025年第5期1-10,共10页
针对基于网格模型的冲突检测方法相关研究,梳理了其基本理论框架,分析了网格模型构建要素及其在冲突检测中的作用。依据冲突检测逻辑,将空域冲突检测方法分为分层与一体检测2种,将飞行冲突探测方法分为基于网格单元占用、邻域查询和时... 针对基于网格模型的冲突检测方法相关研究,梳理了其基本理论框架,分析了网格模型构建要素及其在冲突检测中的作用。依据冲突检测逻辑,将空域冲突检测方法分为分层与一体检测2种,将飞行冲突探测方法分为基于网格单元占用、邻域查询和时空间数据库查询3种方法,并进行了系统梳理与总结。研究发现,现有方法存在网格模型标准不统一、功能拓展性不足,以及冲突检测方法场景适应性弱等问题。未来需优化网格模型应用、加强异构场景算法设计,并推动空域冲突与飞行冲突的协同检测,为空域资源高效管理与飞行安全提供理论支撑。 展开更多
关键词 网格模型 空域冲突检测 飞行冲突探测
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基于改进YOLOv8-DeepSORT的城市交叉口交通冲突自动检测方法
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作者 陈昱光 胡山 +2 位作者 林弘灏 黄金涛 郭凤香 《重庆交通大学学报(自然科学版)》 北大核心 2025年第10期35-42,共8页
为精确识别城市交叉口机动车的冲突情况,在改进YOLOv8目标检测和DeepSORT轨迹追踪算法的基础上,提出了一种新的交通冲突视频自动检测方法。通过添加小目标检测层、加入注意力机制及优化损失函数,提升对小尺度及模糊车辆目标的检测性能;... 为精确识别城市交叉口机动车的冲突情况,在改进YOLOv8目标检测和DeepSORT轨迹追踪算法的基础上,提出了一种新的交通冲突视频自动检测方法。通过添加小目标检测层、加入注意力机制及优化损失函数,提升对小尺度及模糊车辆目标的检测性能;采用扩展卡尔曼滤波器(EKF)处理非线性运动轨迹,并利用三次样条插值填补全缺失轨迹,提高轨迹精度;基于碰撞时间(TTC)对指标冲突进行量化。研究结果表明:相较于YOLOv8和YOLOv5算法,文中改进算法的训练精度提升了6.66%、8.94%,召回率提升了6.61%、13.30%;在跟踪性能上,相较于YOLOv8+DeepSORT和YOLOv5+DeepSORT,文中改进算法的跟踪精度提升了4.58%、7.10%,跟踪成功度提升3.82%、9.49%;基于ROC曲线的冲突检测结果,文中改进算法的AUC值达到0.854,优于其它方法。 展开更多
关键词 交通工程 城市交叉口 多目标检测追踪算法 交通冲突 视频识别技术
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基于Event模型的城市物流无人机同高度交叉运行间隔研究
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作者 张健 赵嶷飞 +2 位作者 卢飞 黎宗孝 罗鑫悦 《中国安全科学学报》 北大核心 2025年第5期99-105,共7页
为解决城市物流无人机飞行流量加大、隔离航线模式空域利用率低的矛盾,需要实施安全有效的交叉运行。通过研究交叉运行碰撞风险,确定侧向误差、垂直误差、纵向临近率等核心参数,构建同高度交叉运行间隔模型。在此基础上,进一步考虑机载... 为解决城市物流无人机飞行流量加大、隔离航线模式空域利用率低的矛盾,需要实施安全有效的交叉运行。通过研究交叉运行碰撞风险,确定侧向误差、垂直误差、纵向临近率等核心参数,构建同高度交叉运行间隔模型。在此基础上,进一步考虑机载冲突探测与解脱(CDR)系统失效问题,并运用事件树分析方法,提出并构建城市物流无人机交叉间隔综合模型。结果表明:在航线夹角为60°情况下,对标安全目标水平1.5×10^(-8),所需交叉间隔为158 m;对标安全目标水平1×10^(-6),所需交叉间隔155 m。随着交叉角度增大,运行间隔总体呈现上升趋势,当接近180°时,即对头运行时,所需间隔急剧上升,与实际认知一致。 展开更多
关键词 Event模型 城市物流无人机(UAV) 同高度 交叉运行 交叉间隔 冲突探测与解脱(CDR)
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受限空域下交叉口无冲突四维航迹规划研究
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作者 王莉莉 刘鑫宇 《飞行力学》 北大核心 2025年第3期87-94,共8页
基于航迹运行可有效解决交叉口在受限空域影响下航班流的延误堆积、效率低下等问题,提出了一种避障航迹动态规划与无冲突四维航迹自主生成的辅助决策方法。首先,构建面向受限空域的侧向绕飞航路搜索模型,基于航空器间水平安全间隔,转换... 基于航迹运行可有效解决交叉口在受限空域影响下航班流的延误堆积、效率低下等问题,提出了一种避障航迹动态规划与无冲突四维航迹自主生成的辅助决策方法。首先,构建面向受限空域的侧向绕飞航路搜索模型,基于航空器间水平安全间隔,转换计算航空器过交叉口时应保持的最小纵向时间间隔。然后,引出占用时间窗概念,构建强调时间维度预测的冲突检测模型,并考虑空域资源利用率和解脱经济性,提出综合通行优先级以判定改航航空器。最后,结合广度搜索思想改进A*算法,建立以改航时间最短为目标的改航点搜索模型。以交叉两航路为仿真场景,验证所提方法在实际航班流运行下的有效性。结果表明,所提方法的多米诺效应指数相较于基于自主改航和先到先服务的解脱降低了46.14%,解脱覆盖率相较于调速解脱提高了21.09%。 展开更多
关键词 空中交通管制 冲突检测与解脱 基于航迹运行 交叉航班流
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基于自主改航的交叉航班流预先冲突解脱
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作者 王莉莉 刘鑫宇 《西南交通大学学报》 北大核心 2025年第6期1476-1486,共11页
航路交叉口的管制调配一直是影响空管效率的核心问题,以往研究多是针对少量架次航空器进行分析,本论文在航迹运行(trajectory based operations,TBO)环境下,基于自主改航对航路交叉口处交叉航班流的预先冲突解脱方法进行研究.首先,基于... 航路交叉口的管制调配一直是影响空管效率的核心问题,以往研究多是针对少量架次航空器进行分析,本论文在航迹运行(trajectory based operations,TBO)环境下,基于自主改航对航路交叉口处交叉航班流的预先冲突解脱方法进行研究.首先,基于航空器间水平安全间隔,转换计算航空器过交叉口时应保持的最小纵向时间间隔;其次,提出占用时间窗概念,建立基于占用时间窗的冲突检测模型,并考虑航班流通过时间最短制定综合通行原则,判定冲突中需要改航的航空器;最后,针对航班流通行中传统启发式算法时效性不足的问题,利用转弯角限制缩减可行解空间,并建立以改航时间最短为目标的改航点搜索模型,提高求解速度和搜索精度.以我国东北部典型高空扇区为例,验证所提方法在实际交叉航路运行下的有效性.仿真结果表明:所提冲突解脱方法的多米诺效应指数(domino effect parameter,DEP)相较于传统等待解脱方法降低了64.7%,且传统方法的解脱总用时为所提冲突解脱方法的7.6倍,所提解脱方法对空域稳定性的影响更小,解脱效率更高. 展开更多
关键词 空中交通管制 基于航迹运行 交叉航班流 冲突检测与解脱
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大型固定翼无人机与有人机冲突探测方法与解脱策略
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作者 岳仁田 牛萌 《中国安全生产科学技术》 北大核心 2025年第5期70-78,共9页
为保障融合空域运行安全,构建1种大型固定翼无人机与有人机的飞行冲突探测方法与解脱策略,以机载广播式自动相关监视(设备ADS-B IN)实时监视数据为基础,利用改进的基于模糊推理的交互式多模型容积卡尔曼滤波(FR-IMMCKF)算法对航迹进行预... 为保障融合空域运行安全,构建1种大型固定翼无人机与有人机的飞行冲突探测方法与解脱策略,以机载广播式自动相关监视(设备ADS-B IN)实时监视数据为基础,利用改进的基于模糊推理的交互式多模型容积卡尔曼滤波(FR-IMMCKF)算法对航迹进行预测,采用三维确定型冲突探测模型探测两机是否存在冲突,基于速度障碍法设置调向、调速、调高以及混合解脱策略。研究结果表明:各冲突情景求解运算用时都在0.01 s以内,简单冲突情景下(相向冲突和追赶冲突)绕飞增加距离与原飞行距离之比在1.3%以内,复杂冲突情景下(交叉冲突)绕飞增加距离与原飞行距离之比在3.2%以内,无人机仅靠2次机动便可化解冲突并恢复航迹,表明所提方法有效可行。研究结果可为无人机在融合空域的安全运行提供参考。 展开更多
关键词 无人机 有人机 冲突探测 速度障碍 解脱策略 航迹恢复
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基于Python的程序管制冲突检测与调配辅助教学系统设计与开发——以武汉南湖机场进近空域为例
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作者 廖勇 赵世昌 《科技和产业》 2025年第5期121-129,共9页
程序管制作为雷达管制的备份手段在雷达失效时发挥着重要作用,掌握程序管制技能对管制员至关重要。为此,设计并实现一种基于Python的程序管制冲突检测与调配辅助教学系统。首先设计7层架构,涵盖用户层、表示层、业务层、模型层、数据层... 程序管制作为雷达管制的备份手段在雷达失效时发挥着重要作用,掌握程序管制技能对管制员至关重要。为此,设计并实现一种基于Python的程序管制冲突检测与调配辅助教学系统。首先设计7层架构,涵盖用户层、表示层、业务层、模型层、数据层、操作系统层和硬件层。随后构建5个核心模块,包括交互界面模块、数据预处理模块、冲突检测模块、动态冲突展示模块和冲突调配模块,并对每个模块的功能和实现技术进行详细设计。最后,以实际教学场景武汉南湖机场进近管制空域为例,使用Python对系统进行模拟验证,学生可以使用该系统自动检测冲突类型,并提出冲突解决方案,从而更好地掌握冲突调配技能。 展开更多
关键词 程序管制 冲突检测 冲突调配 教学系统
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基于群体网络计划图的空中作战规划生成方法
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作者 王蕾 张志浩 吴傲 《火箭军工程大学学报》 2025年第5期51-63,共13页
为应对未来大规模、高强度的空中战斗管理需求,针对空中作战规划问题,提出了一种基于群体网络计划图的全流程智能化空中作战规划方法。首先,针对任务管理计划表征,提出带时间戳的群体网络计划图模型;其次,针对任务管理计划生成,提出基... 为应对未来大规模、高强度的空中战斗管理需求,针对空中作战规划问题,提出了一种基于群体网络计划图的全流程智能化空中作战规划方法。首先,针对任务管理计划表征,提出带时间戳的群体网络计划图模型;其次,针对任务管理计划生成,提出基于工作分解结构(work breakdown structure,WBS)的智能空中任务管理计划生成方法,并进一步提出基于时间参数的计划冲突自动检测与智能消解方法,来对任务管理计划中存在的协同关系冲突、工作时长冲突以及“尽快原则”冲突进行检测与消解;最后,通过构建多角色多阶段群体协同任务场景对所提方法进行实例验证。结果表明:该方法能够自动生成符合高阶作战逻辑的可执行计划,并高效检测与消解3类冲突,生成无冲突的优化方案,从而验证了所提方法的可行性。 展开更多
关键词 任务管理计划 网络计划图 冲突检测 智能消解
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