Spacing allocation method for vehicular platoon : a cooperative game theory approach

Recently, spacing policies of the vehicular platoon have been widely developed to enhance safety, traffic efficiency, and fuel consumption. However, the integrated spacing policies aim to maximum overall benefit, and the distributed spacing policies intense to get optimal monomer benefit. Ignoring t...

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Main Authors: Liu, Yang, Zong, Changfu, Han, Xiaojian, Zhang, Dong, Zheng, Hongyu, Shi, Chunmei
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2021
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Online Access:https://hdl.handle.net/10356/146187
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1461872021-01-29T06:18:07Z Spacing allocation method for vehicular platoon : a cooperative game theory approach Liu, Yang Zong, Changfu Han, Xiaojian Zhang, Dong Zheng, Hongyu Shi, Chunmei School of Electrical and Electronic Engineering Engineering::Electrical and electronic engineering Spacing Allocation Platoon Control Recently, spacing policies of the vehicular platoon have been widely developed to enhance safety, traffic efficiency, and fuel consumption. However, the integrated spacing policies aim to maximum overall benefit, and the distributed spacing policies intense to get optimal monomer benefit. Ignoring the fairness of the benefit allocation of each vehicle will reduce the motivation to constitute the platoon. To fill this critical gap, this study proposes a spacing allocation method by treating spacing decisions as cooperative games. A flock's model which is used to be the payoff function is introduced based on bionic motion principles. We present a characteristic function of the platoon for the cooperative game model considering the specific structure of the platoon. The τ value, Shapley value, and average lexicographic value are introduced and applied to allocate the spacing fairly. Proposed methods are compared with constant distance policy in some typical situations. The simulation results demonstrate that the spacing policy based on cooperative game theory improved the stable time for consistency control and the convergence of longitudinal following error. Published version 2021-01-29T06:18:07Z 2021-01-29T06:18:07Z 2020 Journal Article Liu, Y., Zong, C., Han, X., Zhang, D., Zheng, H. & Shi, C. (2020). Spacing allocation method for vehicular platoon : a cooperative game theory approach. Applied Sciences, 10(16), 5589-. doi:10.3390/app10165589 2076-3417 0000-0003-0993-9957 0000-0002-4974-4671 https://hdl.handle.net/10356/146187 10.3390/app10165589 2-s2.0-85089800700 16 10 en Applied Sciences © 2020 The Authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering
Spacing Allocation
Platoon Control
spellingShingle Engineering::Electrical and electronic engineering
Spacing Allocation
Platoon Control
Liu, Yang
Zong, Changfu
Han, Xiaojian
Zhang, Dong
Zheng, Hongyu
Shi, Chunmei
Spacing allocation method for vehicular platoon : a cooperative game theory approach
description Recently, spacing policies of the vehicular platoon have been widely developed to enhance safety, traffic efficiency, and fuel consumption. However, the integrated spacing policies aim to maximum overall benefit, and the distributed spacing policies intense to get optimal monomer benefit. Ignoring the fairness of the benefit allocation of each vehicle will reduce the motivation to constitute the platoon. To fill this critical gap, this study proposes a spacing allocation method by treating spacing decisions as cooperative games. A flock's model which is used to be the payoff function is introduced based on bionic motion principles. We present a characteristic function of the platoon for the cooperative game model considering the specific structure of the platoon. The τ value, Shapley value, and average lexicographic value are introduced and applied to allocate the spacing fairly. Proposed methods are compared with constant distance policy in some typical situations. The simulation results demonstrate that the spacing policy based on cooperative game theory improved the stable time for consistency control and the convergence of longitudinal following error.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Liu, Yang
Zong, Changfu
Han, Xiaojian
Zhang, Dong
Zheng, Hongyu
Shi, Chunmei
format Article
author Liu, Yang
Zong, Changfu
Han, Xiaojian
Zhang, Dong
Zheng, Hongyu
Shi, Chunmei
author_sort Liu, Yang
title Spacing allocation method for vehicular platoon : a cooperative game theory approach
title_short Spacing allocation method for vehicular platoon : a cooperative game theory approach
title_full Spacing allocation method for vehicular platoon : a cooperative game theory approach
title_fullStr Spacing allocation method for vehicular platoon : a cooperative game theory approach
title_full_unstemmed Spacing allocation method for vehicular platoon : a cooperative game theory approach
title_sort spacing allocation method for vehicular platoon : a cooperative game theory approach
publishDate 2021
url https://hdl.handle.net/10356/146187
_version_ 1690658300553592832