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自主车载网络中基于模糊逻辑的自适应决策支持

Fuzzy Logic-Based Adaptive Decision Support in Autonomous Vehicular Networks

作者:Chrysostomos Chrysostomou;Constantinos Djouvas;Lambros Lambrinos 加工时间:2015-08-28 信息来源:科技报告(Other) 索取原文[22 页]
关键词:自主车载网络;模糊逻辑控制;决策支持
摘 要:The area of intelligent autonomous vehicles and systems poses new challenges in providing mechanisms for efficient communication and control between vehicles, as well as developing robust, adaptive techniques to support intelligent transportation system applications. In this chapter, we show the need for providing an intelligent controller offering decision support in autonomous vehicular networks in terms of broadcast communication channel access. Specifically, we exploit fuzzy logic control, derived from its reported strength of using linguistic information to control nonlinear systems, to build an adaptive, intelligent controller, based on the traffic density, to aid vehicles in deciding when to access the broadcast communication channel. It is demonstrated, by means of enriched simulative evaluation that the fuzzy logic-based controller offers inbuilt robustness with effective control of the system under dense conditions, in contrast with the conventional-IEEE 802.11p standard-solution we compared against.
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