AMoDeus, a Simulation-Based Testbed for Autonomous Mobility-on-Demand Systems

被引:0
作者
Ruch, Claudio [1 ,2 ]
Horl, Sebastian [1 ,2 ]
Frazzoli, Emilio [1 ,2 ]
机构
[1] Swiss Fed Inst Technol, Inst Dynam Syst & Control, Zurich, Switzerland
[2] Swiss Fed Inst Technol, Inst Transport Planning & Syst, Zurich, Switzerland
来源
2018 21ST INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC) | 2018年
关键词
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暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In an autonomous mobility-on-demand (AMoD) system, customers are transported by autonomously driving vehicles in an on-demand fashion. Although these AMoD systems will soon be introduced to cities, their quantitative analysis from a fleet operational and city planning viewpoint remains challenging due to the lack of dedicated analysis tools. In this paper, we introduce AMoDeus, an open-source software package for the accurate and quantitative analysis of autonomous mobility-on-demand systems. AMoDeus uses an agent-based transportation simulation framework to simulate arbitrarily configured AMoD systems with static or dynamic demand. It includes standard benchmark algorithms, fleet efficiency and service level analysis methods and a dedicated graphical viewer that allows in-depth insights into the system. Together with AMoDeus, we publish a typical simulation scenario based on taxi traces recorded in San Francisco. It can be used to test novel fleet control algorithms or as a basis to model more complex transportation research scenarios.
引用
收藏
页码:3639 / 3644
页数:6
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