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Improved Protocols and Stability Analysis for Multivehicle Cooperative Autonomous Systems

机译:多车协作自主系统的改进协议和稳定性分析

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摘要

With increasing growth of vehicles, traffic congestion and safety deserve to be looked at more closely. Cooperative autonomous driving is an effective solution to reduce traffic congestion and ensure traffic safety. In this paper, cooperative autonomous control of multiple vehicles is considered to realize sharing the same roads without collusion with each other. Lane-following and braking control are two basic operations of cooperative driving. The objectives of lane-following are to make intervehicles keep a safe spacing and run on the middle position of a lane. To reach the targets, two distributed control protocols are proposed in which we consider not only lateral control but also longitudinal control. The stability analysis is also shown for both the control protocols. Braking control is another basic operation for autonomous cooperative control. In order to make vehicles stop at the desired target stopping position (TSP), a new braking control protocol is also designed, and the convergence of which is analyzed and shown that, under three kinds of distinct braking control parameters, the position of the mass center of all vehicles exponentially converges to the TSP, and the velocity of the mass center of all vehicles exponentially converges to zero, which provide a guide for selecting the braking control parameters in real engineering applications. Moreover, the initial and limit conditions of position and velocity are discussed. Simulations demonstrate the validity and superiority of the proposed control protocols compared with existing approaches.
机译:随着车辆的增长,交通拥堵和安全性值得进一步关注。协作式自动驾驶是减少交通拥堵并确保交通安全的有效解决方案。在本文中,考虑了多辆汽车的协同自主控制,以实现共享相同的道路而不会相互勾结。跟车和制动控制是协同驾驶的两个基本操作。跟踪车道的目的是使车辆保持安全间距并在车道的中间位置行驶。为了达到目标,提出了两种分布式控制协议,其中我们不仅考虑了横向控制,还考虑了纵向控制。还显示了两种控制方案的稳定性分析。制动控制是自主协作控制的另一种基本操作。为了使车辆停在期望的目标停止位置(TSP),还设计了一种新的制动控制协议,并对其收敛性进行了分析,结果表明,在三种不同的制动控制参数下,质量的位置所有车辆的中心都以指数形式收敛到TSP,所有车辆的质心速度都以指数形式收敛到零,这为在实际工程应用中选择制动控制参数提供了指导。此外,还讨论了位置和速度的初始条件和极限条件。仿真证明了与现有方法相比,所提出的控制协议的有效性和优越性。

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