Agent-based control strategies for smart and safe vehicles

Feiyue Wang
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引用次数: 12

Abstract

Summary form only given. The history of agent research with transportation problems should be richer and better in the future, and should go further from air to surface and vehicles to houses. As a matter of fact, the domain of traffic and transportation management is well suited to an agent-based approach because of it geographically distributed nature and its periodically busy-idle operating characteristics. The future of intelligent transportation systems (ITS) should full of intelligent and autonomous agents that travel among traffic control centers, road intersections, highways, streets, vehicles, houses, offices, malls, via Internet, wireless, and ad hoc networks, collect right information at right times and make smart decisions so that our transportation systems would be eventually "intelligent". Recently, more studies have emerged on applying agent-based approaches for intelligent vehicle problems. For example, agents for implementing a future car pooling, transportation scheduling, distributed control, traffic simulation, and so on. Although those are important problems in transportation, they are not systematically dealing with core issues in ITS yet. The purpose of this paper to introduce the concept of agent-based control (ABC) for networked systems in control theory (Fei-Yue Wang and Cheng-Hong Wang, 2003) to traffic and transportation managements, especially for smart and safe intelligent vehicles that are wireless connected, and to call for more and further research and applications of agent-based approach for ITS.
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基于agent的智能安全车辆控制策略
只提供摘要形式。未来交通问题的智能体研究历史应该更加丰富和完善,应该从空中到地面,从车辆到房屋。事实上,交通运输管理领域由于其地理分布特性和周期性的忙碌-空闲运行特性,非常适合采用基于agent的方法。未来的智能交通系统(ITS)应该充满智能和自主的代理,它们通过互联网、无线和特别网络在交通控制中心、十字路口、高速公路、街道、车辆、房屋、办公室、商场之间穿梭,在正确的时间收集正确的信息并做出明智的决策,从而使我们的交通系统最终实现“智能”。近年来,越来越多的研究将基于智能体的方法应用于智能汽车问题。例如,用于实现未来拼车、运输调度、分布式控制、交通模拟等的代理。虽然这些都是交通运输中的重要问题,但它们还没有系统地解决ITS的核心问题。本文的目的是将控制理论(王飞跃和王成红,2003)中基于智能体的网络系统控制(ABC)的概念引入交通运输管理,特别是无线连接的智能安全智能车辆,并呼吁更多和进一步的研究和应用基于智能体的智能交通管理方法。
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