Autonomous and Semi-Autonomous Intersection Management: A Survey
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Abstract (arXiv)
Intersection is a major source of traffic delays and accidents within modern transportation systems. Compared to signalized intersection management, autonomous intersection management (AIM) coordinates the intersection crossing at an individual vehicle level with additional flexibility. AIM can potentially eliminate stopping in intersection crossing due to traffic lights while maintaining a safe separation among conflicting movements. In this paper, the state-of-the-art AIM research among various disciplines (e.g., traffic engineering, control engineering) is surveyed from the perspective of three hierarchical layers: corridor coordination layer, intersection management layer, and vehicle control layer. The key aspects of AIM designs are discussed in details, including conflict detection schemes, priority rules, control centralization, computation complexity, etc. The potential improvements for AIM evaluation with the emphasis of realistic scenarios are provided. This survey serves as a comprehensive review of AIM design and provides promising directions for future research.
Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). First posted on arXiv 23 Jun 2020.
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Citing papers per year: 2022: 3; 2023: 4.
7 papers.
- 2023Traffic Prediction using Artificial Intelligence: Review of Recent Advances and Emerging Opportunitiescited by 16
- 2022Cooperative Behavior Planning for Automated Driving using Graph Neural Networkscited by 8
- 2022SOCIALMAPF: Optimal and Efficient Multi-Agent Path Finding with Strategic Agents for Social Navigationcited by 6
- 2023Integration of Reinforcement Learning Based Behavior Planning With Sampling Based Motion Planning for Automated Drivingcited by 4
- 2022An Enhanced Graph Representation for Machine Learning Based Automatic Intersection Managementcited by 3
- 2023Automatic Intersection Management in Mixed Traffic Using Reinforcement Learning and Graph Neural Networkscited by 3
- 2023Decentralized Social Navigation with Non-Cooperative Robots via Bi-Level Optimizationcited by 2
- 2023Decentralized Social Navigation with Non-Cooperative Robots via Bi-Level Optimization15 Jun 2023
- 2023Traffic Prediction using Artificial Intelligence: Review of Recent Advances and Emerging Opportunities31 May 2023
- 2023Integration of Reinforcement Learning Based Behavior Planning With Sampling Based Motion Planning for Automated Driving17 Apr 2023
- 2023Automatic Intersection Management in Mixed Traffic Using Reinforcement Learning and Graph Neural Networks30 Jan 2023
- 2022SOCIALMAPF: Optimal and Efficient Multi-Agent Path Finding with Strategic Agents for Social Navigation15 Oct 2022
- 2022An Enhanced Graph Representation for Machine Learning Based Automatic Intersection Management18 Jul 2022
- 2022Cooperative Behavior Planning for Automated Driving using Graph Neural Networks23 Feb 2022