面向服务的自动驾驶车辆安全实时协调研究

Basil Becker, H. Giese
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引用次数: 24

摘要

如果采用自组织网络和适当的实时协调来优化和改进多个自主单元的联合行为,将大大提高自动驾驶车辆的性能。然而,由于自组织连接和实时交互,这种协调自治单元的正确性和安全性很难保证。在本文中,我们介绍了如何使用面向服务的实时协调来实现这一目标。基于服务契约捕获的两辆或多辆车之间的适当实时协调,我们重点关注结构变化以及服务契约的实例化和终止,这是安全系统运行的关键先决条件。我们展示了结构变化和服务契约的创建/删除是如何通过一个定义良好的UML子集来建模的,该子集由具有协作的类和对象图组成,并且可以验证定义良好的行为规则,同时考虑到由于特设网络和实时协调而导致的动态结构变化。概述了新的验证技术,并给出了该技术的应用实例。
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On Safe Service-Oriented Real-Time Coordination for Autonomous Vehicles
The performance of autonomous vehicles could be drastically improved if ad-hoc networking and suitable real-time coordination is employed to optimize and improve the joint behavior of multiple autonomous units. However, due to ad-hoc connections and the real-time interaction the correctness and safety of such coordinated autonomous units is very hard to ensure. In this paper we present how service- oriented real-time coordination can be employed to achieve this goal. Based on the proper real-time coordination between two or more vehicles captured by a service contract, we focus on structural changes and the instantiation and termination of service contracts which is a crucial prerequisite for a safe system operation. We present how the structural changes and the service contract creation/deletion can be modeled by a well-defined UML subset consisting of class and object diagrams with collaborations as well as well-defined behavioral rules can be verified taking the dynamic structural changes due to the ad-hoc networking as well as the real-time coordination into account. The new verification technique is outlined and the application of the technique for an application example is presented.
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