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Battlefield situation awareness and networking based on agent distributed computing

机译:基于Agent分布式计算的战场态势感知与联网

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摘要

The battlefield environment is complex and changeable, and there are complex terrain features and bad electromagnetic communication environment. At the present stage, the battlefield reconnaissance and communication network mainly depends on the cooperation of soldiers. With the development of unmanned aerial vehicle and pilotless technology, in the background of information warfare, the use of mobile agents to complete the formation of battlefield communication networks and the battlefield situation awareness has become a new trend. The Unmanned aerial vehicles (UAVs) technology is becoming more and more mature, and its distribution, synergy, parallelism, robustness and intelligence provide the basic conditions for the construction of a battlefield self organizing network. In this paper, we use UAVs and unmanned combat vehicles to build a mobile ad hoc network that meets the conditions of the battlefield. The network can solve the problem of slow convergence or non convergence of the traditional self-organizing network without relying on the fixed basic network facilities, which has the characteristics of rapid expansion, strong destruction resistance and no centrality. So it can meet the needs of communication in the battlefield. In this process, we combine the A star algorithm with the ant colony algorithm to realize the real-time path planning in combination with the edge computing power of the agent and the battlefield situation collected by the sensor, and the battlefield aggregation and search task can be completed quickly. And according to the planned route, the route forwarding strategy under known path is used to complete the information transmission. (C) 2019 Elsevier Inc. All rights reserved.
机译:战场环境复杂多变,地形特征复杂,电磁通信环境恶劣。在现阶段,战场侦察通讯网络主要依靠士兵的配合。随着无人飞行器和无人驾驶技术的发展,在信息战的背景下,利用移动代理完成战场通信网络的形成和战场态势感知已成为新趋势。无人机技术变得越来越成熟,其分布,协同作用,并行性,鲁棒性和智能性为战场自组织网络的建设提供了基本条件。在本文中,我们使用无人机和无人作战车辆来构建满足战场条件的移动自组织网络。该网络可以解决传统自组织网络收敛缓慢或不收敛的问题,而无需依靠固定的基础网络设施,具有扩展迅速,抗破坏性强,不集中的特点。这样就可以满足战场上的通讯需求。在此过程中,我们将A star算法与蚁群算法相结合,结合智能体的边缘计算能力和传感器收集的战场态势,实现了实时路径规划,战场聚合搜索任务可以快速完成。并且根据计划的路由,采用已知路径下的路由转发策略完成信息的传输。 (C)2019 Elsevier Inc.保留所有权利。

著录项

  • 来源
    《Physical Communication》 |2019年第4期|178-186|共9页
  • 作者单位

    Dalian Univ Technol, Sch Comp Sci & Technol, 2 Linggong Rd, Dalian 116024, Liaoning, Peoples R China|Dalian Med Univ, Zhongshan Coll, 28 Aixian St, Dalian 116023, Liaoning, Peoples R China;

    Dalian Univ Technol, Sch Comp Sci & Technol, 2 Linggong Rd, Dalian 116024, Liaoning, Peoples R China;

    Dalian Maritime Univ, Nav Coll, 1 Linghai Rd, Dalian 116026, Peoples R China;

    Dalian Maritime Univ, Nav Coll, 1 Linghai Rd, Dalian 116026, Peoples R China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Battlefield; UAVs; Edge computing; Ad hoc; MANET; ACO;

    机译:战场;无人机;边缘计算;临时;MANET;ACO;

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