自动驾驶汽车的决策:集成传感器、通信和控制

K. Driggs-Campbell, Victor Shia, R. Bajcsy
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引用次数: 9

摘要

本文详细介绍了自主决策的形式化方法和算法,重点介绍了自动驾驶汽车的实现。在关注人类驾驶、半自动驾驶和全自动驾驶汽车的异构环境时,需要考虑许多不同的场景。由于这项工作还处于发展的早期阶段,本文总结了在自动驾驶汽车控制应用的车对车通信和高层决策领域所做的工作。提出了一种实现方法,旨在保证自治系统的可行性、安全性和稳定性。
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Decisions for autonomous vehicles: integrating sensors, communication, and control
This paper details the work in progress to formalize methods and algorithms for autonomous decision making, focusing on the implementation of autonomous vehicles. Many different scenarios are to be considered while focusing on a heterogeneous environment of human driven, semi-autonomous, and fully autonomous vehicles. As this work is in its early stages of development, this paper summarizes the work that has been done in the areas of vehicle to vehicle communication with control applications and high-level decision making for autonomous vehicles. The proposed method to be implemented is also presented, which aims to guarantee feasibility, safety, and stability of autonomous systems.
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