A distributed platoon control framework for connected automated vehicles in an urban traffic network
In this article, we consider a specific scenario, where multiple connected automated vehicles (CAVs) entering one road link from different upstream links are required to form a platoon first, then cross the junction at the end of the link safely, and fuel economically. Each CAV may experience a reac...
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sg-ntu-dr.10356-1670392023-05-19T15:40:55Z A distributed platoon control framework for connected automated vehicles in an urban traffic network Wang, Bohui Su, Rong School of Electrical and Electronic Engineering Engineering::Systems engineering Car-Following Model Cooperative Control In this article, we consider a specific scenario, where multiple connected automated vehicles (CAVs) entering one road link from different upstream links are required to form a platoon first, then cross the junction at the end of the link safely, and fuel economically. Each CAV may experience a reaction-time delay and follow a specific nonlinear car-following model. To address this problem, we design a two-stage distributed platoon control strategy. In the first stage, we present a sufficient condition about the length of a platoon that ensures a subsequent safe junction crossing, upon which a distributed cooperative control protocol is designed and an iteration algorithm is proposed to ensure the fast formation of the platoon in a finite time. Once the platoon is formed, in the second stage, we design a method to estimate the leader vehicle’s acceleration adjustment by developing distributed observers that ensure a safe junction crossing of the entire CAV platoon, taking into account follower-vehicle dynamics and an upcoming traffic signal schedule while minimizing the overall platoon fuel consumption. If a platoon has already been formed at the entrance of the link with the appropriate platoon size, then only the second-stage design is needed. Thus, our proposed two-stage CAV link control strategy may potentially become part of a broader fuel-economic solution for the effective management of CAV platoons in a large urban traffic network. Agency for Science, Technology and Research (A*STAR) Submitted/Accepted version This work was supported in part by A*STAR under its RIE2020 Advanced Manufacturing and Engineering (AME) Industry Alignment Fund Pre-Positioning (IAF-PP) under Grant A19D6a0053. 2023-05-18T08:08:19Z 2023-05-18T08:08:19Z 2022 Journal Article Wang, B. & Su, R. (2022). A distributed platoon control framework for connected automated vehicles in an urban traffic network. IEEE Transactions On Control of Network Systems, 9(4), 1717-1730. https://dx.doi.org/10.1109/TCNS.2022.3181522 2325-5870 https://hdl.handle.net/10356/167039 10.1109/TCNS.2022.3181522 4 9 1717 1730 en A19D6a0053 IEEE Transactions on Control of Network Systems © 2022 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The published version is available at: https://doi.org/10.1109/TCNS.2022.3181522. application/pdf |
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Engineering::Systems engineering Car-Following Model Cooperative Control Wang, Bohui Su, Rong A distributed platoon control framework for connected automated vehicles in an urban traffic network |
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In this article, we consider a specific scenario, where multiple connected automated vehicles (CAVs) entering one road link from different upstream links are required to form a platoon first, then cross the junction at the end of the link safely, and fuel economically. Each CAV may experience a reaction-time delay and follow a specific nonlinear car-following model. To address this problem, we design a two-stage distributed platoon control strategy. In the first stage, we present a sufficient condition about the length of a platoon that ensures a subsequent safe junction crossing, upon which a distributed cooperative control protocol is designed and an iteration algorithm is proposed to ensure the fast formation of the platoon in a finite time. Once the platoon is formed, in the second stage, we design a method to estimate the leader vehicle’s acceleration adjustment by developing distributed observers that ensure a safe junction crossing of the entire CAV platoon, taking into account follower-vehicle dynamics and an upcoming traffic signal schedule while minimizing the overall platoon fuel consumption. If a platoon has already been formed at the entrance of the link with the appropriate platoon size, then only the second-stage design is needed. Thus, our proposed two-stage CAV link control strategy may potentially become part of a broader fuel-economic solution for the effective management of CAV platoons in a large urban traffic network. |
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School of Electrical and Electronic Engineering |
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School of Electrical and Electronic Engineering Wang, Bohui Su, Rong |
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Article |
author |
Wang, Bohui Su, Rong |
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Wang, Bohui |
title |
A distributed platoon control framework for connected automated vehicles in an urban traffic network |
title_short |
A distributed platoon control framework for connected automated vehicles in an urban traffic network |
title_full |
A distributed platoon control framework for connected automated vehicles in an urban traffic network |
title_fullStr |
A distributed platoon control framework for connected automated vehicles in an urban traffic network |
title_full_unstemmed |
A distributed platoon control framework for connected automated vehicles in an urban traffic network |
title_sort |
distributed platoon control framework for connected automated vehicles in an urban traffic network |
publishDate |
2023 |
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https://hdl.handle.net/10356/167039 |
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1772825904115875840 |