基于Multi-Agent的通信战场自主攻击
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河北科技大学五大平台开放基金课题资助项目(2018PT03)

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Autonomous attack of communication battlefield based on Multi-Agent
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    摘要:

    根据通信对抗仿真应用需要,研究了基于Multi-Agent的通信对抗仿真。根据战场环境、实际需求以及多智能体之间的协同合作,分析并定义多智能体的属性、参数及行为,参考“观察(Observe)-调整(Orient)-决策(Decide)-行动(Act)(OODA)”环设计规则,提出关于智能体个体价值最大化的四象限攻击(QA)策略,实现智能体的自主攻击。采用Repast Simphony建模软件实现仿真,通过2D模型仿真方式全面观察效果并回溯分析算法的有效性,根据蓝色通信方Agent(BCA)被攻击数量测试使红色攻击方(RAA)攻击效用最大化的比例。通过实际应用测试,发现此模型攻击率高,可实现价值高。

    Abstract:

    The communication countermeasure simulation based on Multi-Agent is studied. According to the battlefield environment, actual needs and the synergy between Multi-Agent, the attributes, parameters and behaviors of Multi-Agents are analyzed and defined. According to the design rules of Observe-Orient-Decide-Act(OODA), a four-Quadrant Attack(QA) strategy for maximizing the individual value of the agent is proposed to achieve the autonomous attack of agents. The simulation is implemented by Repast Simphony modeling software. The effect is comprehensively observed through 2D model simulation and the effectiveness of the algorithm is backtracked. The proportion that can maximize the effectiveness of Red Attacker Agent(RAA) attacks can be tested according to the number of Blue Communication Agent(BCA) attacks. Practical application testing shows that this model has high attack rate, high realization value, which provides a new idea for the simulation of communication antagonism.

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王晓君,王晓宇,刁彦华.基于Multi-Agent的通信战场自主攻击[J].太赫兹科学与电子信息学报,2020,18(4):595~599

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  • 收稿日期:2019-01-10
  • 最后修改日期:2019-04-09
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  • 在线发布日期: 2020-09-02
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