Journal article 340 views 58 downloads
A comparative analysis of multi‐criteria decision methods for secure beacon selection in vehicular platoons
,
Farhan Ahmad,
Hoang Nguyen ,
Siraj Shaikh ,
Jeremy Bryans,
Charles E. Wartnaby
Transactions on Emerging Telecommunications Technologies, Volume: 34, Issue: 11
Swansea University Authors:
Hoang Nguyen , Siraj Shaikh
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© 2023 The Authors. This is an open access article under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.
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DOI (Published version): 10.1002/ett.4841
Abstract
Vehicle platoons are a novel transportation technology which not only aims to ensure traffic safety but also create a positive impact on the environment by producing low COurn:x-wiley:ett:media:ett4841:ett4841-math-0001 emissions. Vehicle platoons rely heavily on wireless communication to ensure tha...
| Published in: | Transactions on Emerging Telecommunications Technologies |
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| ISSN: | 2161-3915 2161-3915 |
| Published: |
Wiley
2023
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| Online Access: |
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| URI: | https://cronfa.swan.ac.uk/Record/cronfa63997 |
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| Abstract: |
Vehicle platoons are a novel transportation technology which not only aims to ensure traffic safety but also create a positive impact on the environment by producing low COurn:x-wiley:ett:media:ett4841:ett4841-math-0001 emissions. Vehicle platoons rely heavily on wireless communication to ensure that vehicles (leader and members) moving at high speed can keep close formation by exchanging beacons containing significant, authentic and accurate information. However, the presence of malicious attackers launching different attacks such as false data injection (FDI) can compromise the security of vehicle platoons by tampering with the beacons. Therefore, to avoid FDI attacks, we relied on multi-criteria decision methods (MCDM)-based methods in order to select the optimum beacon to share authentic and accurate information with the member vehicles. In this study, three MCDM methods including weighted sum model, technique for order of preference by similarity to ideal solution and preference ranking organization method for enrichment of evaluations (PROMETHEE-II) are studied and compared with the aim to enable the platoons to select the optimum beacon for communication. We performed extensive simulations to evaluate the performance of these methods in the presence of three FDI attacker models from four different aspects, that is, safety, stability, environmental, and cyber security. Our results demonstrate that MCDM-based methods can increase network efficiency, but at the cost of a trade-off between safety and cyber security. |
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| College: |
Faculty of Science and Engineering |
| Issue: |
11 |