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Management of C2 data standards with modular OWL ontologies 使用模块化OWL本体管理C2数据标准
Pub Date : 2011-10-26 DOI: 10.1504/IJIDSS.2011.043359
Kevin Gupton, C. Blais, K. Heffner
Standard information exchange data models (IEDMs) – such as JC3IEDM, MSDL, NIEM, and C2Core – often are expressed as XML schema. This choice of model representation comes with the benefits of a widely adopted format and a well-supported XML toolset. Although XML, as a technology, has been an enabler in achieving interoperability among C4I and M&S systems, several key issues persist. Lacking formalised semantic specifications, systems utilising multiple IEDMs face difficult model mapping and translation tasks. As IEDM user-bases grow, so do maintainability and scalability challenges. Despite numerous IEDM alignment efforts, no maintainable process has emerged. This paper describes a model management methodology that endorses the use of the Web Ontology Language (OWL) for model representation and embraces Semantic Web best practices. Not only can the ‘mappability’ between various models be expressed using OWL, but also multiple standards can be aligned to build upon each other, providing the basis for model execution.
标准信息交换数据模型(iedm)——如JC3IEDM、MSDL、NIEM和C2Core——通常表示为XML模式。这种模型表示的选择带来了广泛采用的格式和良好支持的XML工具集的好处。尽管XML作为一种技术,已经成为实现C4I和M&S系统之间互操作性的推动者,但是仍然存在几个关键问题。由于缺乏形式化的语义规范,使用多个iedm的系统面临着困难的模型映射和翻译任务。随着IEDM用户群的增长,可维护性和可伸缩性的挑战也在增加。尽管进行了大量的IEDM校准工作,但没有出现可维护的过程。本文描述了一种模型管理方法,该方法支持使用Web本体语言(OWL)进行模型表示,并包含语义Web最佳实践。不仅可以使用OWL表达各种模型之间的“可映射性”,而且还可以将多个标准对齐以相互构建,为模型执行提供基础。
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引用次数: 2
Defining C2 semantics by a platform-independent JC3IEDM 通过与平台无关的JC3IEDM定义C2语义
Pub Date : 2011-10-26 DOI: 10.1504/IJIDSS.2011.043358
M. Gerz, O. Meyer
The Joint Consultation, Command, and Control Information Exchange Data Model (JC3IEDM) is the most acknowledged data model in military command and control (C2). So far, the model has been designed to support database replication. In 2007, the Multilateral Interoperability Programme (MIP) has started to transform the JC3IEDM into a platform independent UML model that is also suitable for other purposes. The structure of the JC3IEDM is being revised to solve known weaknesses, to better support modularity, to improve its comprehension, to provide a stricter and unambiguous semantics, and to support the generation of efficient exchange formats. In parallel, MIP started revising its approach of interoperability by better documenting the context of the information exchanges. In this paper, we present the principles of a capability-based approach and the key characteristics of the revised UML model. Moreover, we discuss in which way the JC3IEDM is qualified as a C2 ontology.
联合协商、指挥和控制信息交换数据模型(JC3IEDM)是军事指挥和控制(C2)中最被认可的数据模型。到目前为止,该模型被设计为支持数据库复制。在2007年,多边互操作性计划(MIP)已经开始将JC3IEDM转换为一个独立于平台的UML模型,该模型也适用于其他用途。正在对JC3IEDM的结构进行修订,以解决已知的弱点,更好地支持模块化,改进其可理解性,提供更严格和明确的语义,并支持高效交换格式的生成。与此同时,MIP开始通过更好地记录信息交换的上下文来修改其互操作性方法。在本文中,我们提出了基于能力的方法的原则和修改后的UML模型的关键特征。此外,我们还讨论了JC3IEDM以何种方式被限定为C2本体。
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引用次数: 1
A novel ontological approach to semantic interoperability between legacy air defence command and control systems 传统防空指挥控制系统之间语义互操作性的一种新的本体论方法
Pub Date : 2011-10-26 DOI: 10.1504/IJIDSS.2011.043357
Chris Partridge, Mike Lambert, Michael Loneragan, Andrew Mitchell, P. Garbacz
In common with many other government defence departments, the UK Ministry of Defence (MoD) has realised that it has a plethora of legacy systems that were procured as domain specific with little emphasis given to integration requirements. In particular, it realised that the lack of integration between a significant number of the legacy air defence command and control (AD-C2) systems meant it could not deliver the increased agility needed for joint force AD and that current approaches to integration were unlikely to resolve the problem. They realised that they needed a new approach that demonstrably worked. This paper describes a programme initiated by the MoD to address this problem through the formulation of a novel solution and its demonstration in the tactical AD-C2 environment using a sample of these existing legacy systems. It describes the ontological solution deployed to resolve the ‘hard’ semantic interoperability challenge. It outlines the physical and semantic architecture that was developed to support this approach and describes the implemented planning and collaborative execution (PACE-based) and semantic interoperability engine (SIE) solution.
与许多其他政府国防部门一样,英国国防部(MoD)已经意识到它有过多的遗留系统,这些系统是作为特定领域采购的,很少强调集成需求。特别是,它意识到大量传统防空指挥与控制(AD- c2)系统之间缺乏集成意味着它无法提供联合部队AD所需的增加的敏捷性,并且目前的集成方法不太可能解决问题。他们意识到,他们需要一种明显有效的新方法。本文描述了由国防部发起的一项计划,通过制定一种新的解决方案,并使用这些现有遗留系统的样本在战术AD-C2环境中进行演示,来解决这个问题。它描述了用于解决“硬”语义互操作性挑战的本体论解决方案。它概述了为支持这种方法而开发的物理和语义体系结构,并描述了实现的计划和协作执行(基于pace的)以及语义互操作性引擎(SIE)解决方案。
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引用次数: 4
Creating an extensible command and control ontology 创建可扩展的命令和控制本体
Pub Date : 2011-10-26 DOI: 10.1504/IJIDSS.2011.043356
Bill Mandrick
This essay describes the process of creating a military ontology from the war-fighter's perspective. The war-fighter's perspective is expressed in joint military doctrine, which presents fundamental principles that guide the employment of USA military forces in coordinated and integrated action toward a common objective (http://www.dtic.mil/doctrine/new_pubs/jointpub.htm). An ontology based upon military doctrine is intended to represent the war-fighter's direct view of the domain, and would be used to enhance: 1) situational understanding about some domain; 2) the military decision making and planning process; 3) the design of information systems in an evolving situation; 4) understanding about the relation of data elements to the domain. This essay uses the joint intelligence preparation of the operational environment (JIPOE) process as an example of how the war-fighter would create such an ontology. The JIPOE ontology described here is derived directly from JIPOE doctrine, and extends from a command and control (C2) ontology.
本文从作战人员的角度描述了军事本体的形成过程。作战人员的观点表达在联合军事学说中,它提出了指导美国军队在协调和综合行动中实现共同目标的基本原则(http://www.dtic.mil/doctrine/new_pubs/jointpub.htm)。基于军事理论的本体论旨在代表作战人员对领域的直接看法,并将用于增强:1)对某些领域的情境理解;2)军事决策和规划过程;3)在不断变化的情况下设计信息系统;4)理解数据元素与域的关系。本文以作战环境的联合情报准备(JIPOE)过程为例,说明作战人员如何创建这样一个本体。这里描述的JIPOE本体直接派生自JIPOE理论,并从命令和控制(C2)本体扩展而来。
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引用次数: 1
Towards a better, science-based, evaluation of kinetic non-lethal weapons 朝着更好的,基于科学的,动能非致命武器评估的方向发展
Pub Date : 2011-04-10 DOI: 10.1504/IJIDSS.2011.039548
B. Koene, A. Papy
A review of relevant existing experimental methods to evaluate so-called kinetic non-lethal weapons is presented. Next performance tests of two existing non-lethal weapon systems are shown and compared with other projectiles. Tissue simulants and an accurate determination of their physical properties are important to improve evaluation methods of non-lethal projectiles. Knowledge of physical properties is necessary to allow the physical modelling of the human body and interaction with projectiles. Presumably, for this purpose plasticine (clay), soap and gelatine are relevant tissue simulants. The present status of knowledge in this field is discussed. In addition, expectations and possibilities for the future are discussed.
综述了现有的动力学非致命武器评价的相关实验方法。展示了两种现有非致命武器系统的性能测试,并与其他弹丸进行了比较。组织模拟物及其物理特性的准确测定对于改进非致命弹丸的评估方法具有重要意义。物理性质的知识是必要的,以允许人体的物理建模和相互作用的弹丸。据推测,为此目的,橡皮泥(粘土)、肥皂和明胶是相关的组织模拟物。讨论了这一领域的知识现状。此外,还讨论了对未来的期望和可能性。
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引用次数: 7
Sensor selection for optimal target tracking in sensor networks 传感器网络中最优目标跟踪的传感器选择
Pub Date : 2011-04-10 DOI: 10.1504/IJIDSS.2011.039549
U. Ramdaras, F. Absil, P. Genderen
To realise the capability of the network centric warfare (NCW) systems concept, the coordination between various sensor platforms (e.g., naval units, combat aircrafts, helicopters or unmanned aerial systems) will have to be increased and cross-platform sensor management (SM) will be applied. The sensor selection process, as part of SM, serves to find the appropriate sensor for doing an observation. With a properly working selection process, sensor deployment can be optimised for the entire sensor network. This paper presents a sensor selection algorithm (SSA) for a radar target tracking scenario. It is based on the expected performance, computed with the modified Riccati equation. The particle filtering technique is used for target tracking. The SSA takes limited detection probability into account and various expected performance criteria. Scenarios for two non-moving co-located radar systems and three simple target trajectories are simulated to validate the sensor selection strategy and demonstrate the tracking algorithm performance.
为了实现网络中心战(NCW)系统概念的能力,必须增加各种传感器平台(例如,海军部队、作战飞机、直升机或无人机系统)之间的协调,并将应用跨平台传感器管理(SM)。传感器选择过程,作为SM的一部分,用于找到合适的传感器进行观察。通过正确的工作选择过程,可以优化整个传感器网络的传感器部署。提出了一种雷达目标跟踪场景下的传感器选择算法。它基于期望性能,用修正的里卡蒂方程计算。采用粒子滤波技术进行目标跟踪。SSA考虑了有限的检测概率和各种期望的性能标准。仿真了两个非移动共定位雷达系统和三个简单目标轨迹的场景,验证了传感器选择策略和跟踪算法的性能。
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引用次数: 0
Automatic stress detection in emergency (telephone) calls 紧急(电话)呼叫自动应力检测
Pub Date : 2011-04-10 DOI: 10.1504/IJIDSS.2011.039547
I. Lefter, L. Rothkrantz, D. V. Leeuwen, P. Wiggers
The abundance of calls to emergency lines during crises is difficult to handle by the limited number of operators. Detecting if the caller is experiencing some extreme emotions can be a solution for distinguishing the more urgent calls. Apart from these, there are several other applications that can benefit from awareness of the emotional state of the speaker. This paper describes the design of a system for selecting the calls that appear to be urgent, based on emotion detection. The system is trained using a database of spontaneous emotional speech from a call-centre. Four machine learning techniques are applied, based on either prosodic or spectral features, resulting in individual detectors. As a last stage, we investigate the effect of fusing these detectors into a single detection system. We observe an improvement in the equal error rate (EER) from 19.0% on average for four individual detectors to 4.2% when fused using linear logistic regression. All experiments are performed in a speaker independent cross-validation framework.
危机期间拨打紧急热线的大量电话难以由数量有限的接线员来处理。检测呼叫者是否正经历一些极端情绪可以作为区分更紧急电话的解决方案。除此之外,还有其他几个应用程序可以从了解说话人的情绪状态中受益。本文介绍了一种基于情感检测的紧急呼叫选择系统的设计。该系统使用来自呼叫中心的自发情绪语音数据库进行训练。基于韵律或频谱特征,应用了四种机器学习技术,从而产生单个检测器。作为最后一个阶段,我们研究了将这些探测器融合到一个单一的探测系统中的效果。我们观察到四个单独检测器的平均误差率(EER)从19.0%提高到使用线性逻辑回归融合时的4.2%。所有的实验都在一个独立于说话人的交叉验证框架中进行。
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引用次数: 56
A robust approach to the missile defence location problem 导弹防御定位问题的一种鲁棒方法
Pub Date : 2011-04-10 DOI: 10.1504/IJIDSS.2011.039546
Axel A. F. Bloemen, L. Evers, A. I. Barros, H. Monsuur, A. Wagelmans
This paper proposes a model for determining a robust defence strategy against ballistic missile threat. Our approach takes into account a variety of possible future scenarios and different forms of robustness criteria, including the well-known absolute robustness criterion. We consider two problem variants. In the first, the number of ballistic missile interceptor systems is minimised, such that a predetermined defence level is achieved. In the second variant, the defence level is maximised for a given number of available interceptor systems. The solutions of both variants consist of a subset of all possible locations of the interceptor systems. We applied two solution approaches to this problem: a heuristic and an exact solution method. The heuristic method is based on simulated annealing and produces good results within a short amount of computation time. We also developed an integer programming formulation which can be solved to optimality using a standard solver. The computation time is higher, but because of the nice properties of the proposed IP-formulation, it can still be solved within reasonable amount of computation time. These two solution approaches were tested using a fictive, but realistic dataset. The results illustrate the effects of the predetermined defence levels and the availability of interceptor systems, as well as the robustness of the solutions produced. Finally, we used our dataset to illustrate the differences between both variants and their use in practice.
本文提出了一个确定针对弹道导弹威胁的稳健防御战略的模型。我们的方法考虑了各种可能的未来情景和不同形式的稳健性标准,包括众所周知的绝对稳健性标准。我们考虑两个问题变体。在第一种方案中,弹道导弹拦截系统的数量被最小化,从而达到预定的防御水平。在第二种变体中,对于给定数量的可用拦截系统,防御水平是最大化的。这两个变量的解都包含拦截系统所有可能位置的子集。我们对这个问题采用了两种求解方法:启发式和精确解法。启发式方法基于模拟退火,在较短的计算时间内取得了较好的结果。我们还开发了一个整数规划公式,它可以用标准求解器求解到最优性。计算时间较高,但由于所提出的ip公式的良好性质,它仍然可以在合理的计算时间内解决。这两种解决方案的方法使用一个真实的数据集进行了测试。结果说明了预定防御水平和拦截系统的可用性的影响,以及所产生的解决方案的鲁棒性。最后,我们使用我们的数据集来说明两种变体之间的差异及其在实践中的使用。
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引用次数: 3
Command and control in the Afghan desert: a field study at a NATO headquarters 阿富汗沙漠中的指挥与控制:北约总部的实地研究
Pub Date : 2011-04-10 DOI: 10.1504/IJIDSS.2011.039545
C. Davids, R. Beeres, T. Grant
Managers gather information about the organisation and its environment to ensure that an organisation remains viable. The management of military units during deployment is known as command and control (C2). The C2 literature has focussed on applying technology to gain advantage over potential opponents. However, in today’s military mission landscape other information is also needed. This article combines a technical and managerial perspective to analyse the operational management of a NATO headquarters in Afghanistan. Our research indicates that current C2 systems are not yet suited for delivering the required new intelligence because they emphasise the measurement of daily operations. C2 should bridge the gap between strategy and daily operations. Management tools drawn from the private sector, such as strategy maps and balanced scorecards, may be applied to enhance C2 systems to bridge operations and strategy. Furthermore, we argue that these management tools can adopt the operational measurement possibilities of C2 technologies to enhance their practical relevance.
管理者收集有关组织及其环境的信息,以确保组织的生存。在部署期间对军事单位的管理被称为指挥与控制(C2)。C2文献集中于应用技术来获得对潜在对手的优势。然而,在今天的军事任务格局中,还需要其他信息。本文结合了技术和管理的角度来分析北约驻阿富汗总部的运营管理。我们的研究表明,目前的C2系统还不适合交付所需的新情报,因为它们强调对日常操作的测量。C2应弥合战略与日常业务之间的差距。可采用私营部门的管理工具,例如策略地图和平衡计分卡,来加强C2系统,以衔接业务和策略。此外,我们认为这些管理工具可以采用C2技术的操作测量可能性,以增强其实际相关性。
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引用次数: 1
Cooperation in distributed surveillance systems for dense regions 密集地区分布式监测系统的合作
Pub Date : 2011-01-03 DOI: 10.1504/IJIDSS.2011.037806
A. Benaskeur, A. Khamis, H. Irandoust
In this paper, we envision a distributed surveillance system where spatially distributed sensors of different modalities can sense collaboratively and continuously large-scale, dynamic, dense and semi-structured environments. The paper discusses surveillance operations in complex and dense environments, such as littoral regions, and describes the key features of distributed surveillance systems. Effective and robust cooperation among the artificial and/or the human agents can synergistically improve the performance of these systems and can endow them with higher-level faculties, such as cooperative target detection and tracking. Different forms of cooperative activities in distributed surveillance systems are mentioned. The paper focuses on intra and inter-platform target cueing and handoff as augmentative forms of cooperation in distributed surveillance.
在本文中,我们设想了一个分布式监控系统,其中不同模式的空间分布式传感器可以协同和连续地感知大规模,动态,密集和半结构化的环境。本文讨论了在复杂和密集环境下的监视操作,如沿海地区,并描述了分布式监视系统的关键特征。人工智能和/或人类智能体之间的有效和稳健的合作可以协同提高这些系统的性能,并赋予它们更高水平的能力,如合作目标检测和跟踪。文中提到了分布式监测系统中不同形式的合作活动。本文重点研究了作为分布式监控中合作的补充形式的平台内部和平台之间的目标提示和切换。
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引用次数: 3
期刊
Int. J. Intell. Def. Support Syst.
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