Modeling and analyzing V2V communication limitations impacts on connected and automated vehicle platoons
Connected and automated vehicle (CAV) platooning, enabled by Vehicle-to-Vehicle (V2V) communication, promises significant improvements in traffic safety, throughput, and energy efficiency. However, communication constraints - such as range limitations and intermittent connectivity - disrupt information flow, destabilizing platoon dynamics. Existing models lack a unified framework to analyze how these constraints propagate through CAV interactions. To address this gap, the Platoon Intelligent Driver Model (PIDM) is proposed, a novel analytical framework that integrates dynamic communication topologies (predecessor-following, predecessor-leader-following, and 𝕜-predecessor-leader-following) with vehicle dynamics under V2V limitations. The PIDM enables systematic stability analysis and quantifies disturbance propagation mechanisms. Through numerical simulations, the study demonstrates that: (1) 𝕜-predecessor-leader-following topology reduces recovery time by 32% compared to conventional topologies; (2) smaller communication ranges (4-6 vehicles) optimize stability in urban roads, while larger ranges (8-10 vehicles) suit highways; (3) delay time tolerance thresholds depend on platoon size and topology complexity. These findings provide actionable guidelines for designing robust CAV platoon systems under real-world communication constraints.
Authors
- Yulu Dai (ORCID: https://orcid.org/0000-0003-0945-9742)
- Aiqing Yang
- Yanbin Liu (ORCID: https://orcid.org/0000-0002-8610-8797)
- Hu L (ORCID: https://orcid.org/0000-0002-3955-7530)
Institutions
- Hohai University (CN)
- Hangzhou Vocational and Technical College (CN)
- Zhejiang University (CN)
- Tsinghua University (CN)
Publication Details
- Journal
- PLoS ONE
- Published
- 2025-08-18
- DOI
- https://doi.org/10.1371/journal.pone.0328555
- Citations
- 1
- Primary Topic
- Traffic control and management
- Type
- article
- Field-Weighted Citation Impact
- 1.21
Funders
- Laboratory of Nonferrous Metal Material and Processing Engineering of Anhui Province