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The study of car rear-end warning model based on MAS and behaviour

机译:基于MAS和行为的汽车追尾预警模型研究

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The measurement of the distance between vehicles is the only factor in traditional car rear-end alarm system. To address the above problem, this paper proposes an alarm model based on Multi-Agent Systems (MAS) and driving behaviour. It consists of four different types of agents that can collaborate through a communications protocol on the basis of the extended KQML. The Bayes decision theory is adopted to calculate the probability of collision and prevent its occurence realtime. Both autonomy and reliability are enhanced in the proposed system. The effectiveness and robustness of the model have been confirmed by simulated experiments.
机译:车辆之间距离的测量是传统汽车后端警报系统中的唯一因素。针对上述问题,本文提出了一种基于多智能体系统(MAS)和驾驶行为的报警模型。它由四种不同类型的代理组成,可以在扩展的KQML的基础上通过通信协议进行协作。采用贝叶斯决策理论计算碰撞概率并实时防止碰撞发生。所提出的系统增强了自治性和可靠性。仿真实验证实了该模型的有效性和鲁棒性。

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