Liu, Mingming, Ordonez-Hurtado, Rodrigo H., Wirth, Fabian, Gu, Yingqi, Crisostomi, Emanuele and Shorten, Robert N. (2015) A Distributed and Privacy-Aware Speed Advisory System for Optimising Conventional and Electric Vehicles Networks. Working Paper. arXiv.
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Official URL: arXiv:1506.01436
Abstract
One of the key ideas to make Intelligent Transportation
Systems (ITS) work effectively is to deploy advanced
communication and cooperative control technologies among the
vehicles and road infrastructures. In this spirit, we propose a
consensus based distributed speed advisory system that optimally
determines a recommended common speed for a given area in
order that the group emissions, or group battery consumptions,
are minimised. Our algorithms achieve this in a privacy-aware
manner; namely, individual vehicles do not reveal in-vehicle information
to other vehicles or to infrastructure. Mathematical proofs
are given to prove the convergence of the algorithm, SUMO
simulations are given to illustrate the efficacy of the algorithm,
and hardware-in-the-loop tests involving real vehicles are given
to illustrate user acceptability and ease of the deployment.
Item Type: | Monograph (Working Paper) |
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Keywords: | SUMO; Distributed algorithms; Optimisation; |
Academic Unit: | Faculty of Science and Engineering > Research Institutes > Hamilton Institute |
Item ID: | 6321 |
Depositing User: | Dr. Robert Shorten |
Date Deposited: | 02 Sep 2015 15:56 |
Publisher: | arXiv |
URI: | https://mu.eprints-hosting.org/id/eprint/6321 |
Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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