某路段最大速度的自动计算与跟踪

Georgiana-Sinziana Pauca, C. Caruntu
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引用次数: 2

摘要

就车辆而言,目前最大的挑战之一是实现自动驾驶。该问题的控制解决方案包括两个功能:硬件层面的操作,检测和通信,以及第二层,软件,它由先进的环境监视算法和控制算法的实现组成。本文的目的是开发和实现一种算法来计算车辆在某一路段的最大速度。采用线性数学模型描述车辆的运行,分别强调纵向和横向两种动力学。速度调整方案基于模型预测控制策略,保证了良好的性能。作为该过程的参考,考虑了几种类型的轨迹,根据这些轨迹可以计算每个点的速度。以这种方式,速度已经相应调整,采取必要的最大值,以实现沿着道路的安全运动。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Automated Computing and Tracking of the Maximum Velocity on a Certain Road Sector
One of the biggest challenges at the moment in terms of vehicles is the realization of their autonomous operation. The control solution to this problem includes two functionalities: the hardware level of operation, detection, and communication, and the second level, software, which consists of advanced surveillance algorithms for the environment and the implementation of control algorithms. This paper aims to develop and implement an algorithm to compute the maximum velocity of a vehicle on a certain road sector. Linear mathematical models describing the operation of the vehicle were used emphasizing the two dynamics, longitudinal and lateral, respectively. The velocity adjustment solution is based on the model predictive control strategy that ensures good performances. As a reference to the process, several types of trajectories were considered based on which it was possible to calculate the velocity at each point. In this way, the velocity has been adapted accordingly, taking the maximum value necessary to achieve a safe movement along the road.
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