Design of motion system for autonomous driving vehicles

This project aims to design a motion system for autonomous driving vehicles. The motion system is consist of two subsystems, a motion planner and a motion controller. The planner handles decision making and path planning to generate trajectory with waypoints; the controller controls the vehicle t...

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Bibliographic Details
Main Author: Chen, Jinghuan
Other Authors: Hu, Guoqiang
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/140525
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Institution: Nanyang Technological University
Language: English
Description
Summary:This project aims to design a motion system for autonomous driving vehicles. The motion system is consist of two subsystems, a motion planner and a motion controller. The planner handles decision making and path planning to generate trajectory with waypoints; the controller controls the vehicle to track planned trajectory via throttle, steer and brake commands. This project implements and tests with both traditional method and learning-based method. The designed system is evaluated and verified on CARLA simulator, under various driving scenarios in urban environment.