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Published on: February 1, 2020
Intersection management for autonomous vehicles with vehicle-to-infrastructure communication
1Institute of Complexity Science, Qingdao University, Qingdao, China.
This study introduces a new intersection management strategy for autonomous vehicles. It significantly reduces traffic delays and improves fairness at intersections, outperforming traditional traffic light systems.
Area of Science:
- Intelligent Transportation Systems
- Autonomous Vehicle Navigation
- Traffic Engineering
Background:
- Traditional intersection management relies on fixed or adaptive traffic lights, which can be inefficient.
- Autonomous vehicles offer new possibilities for optimizing traffic flow.
- Vehicle-to-infrastructure communication is crucial for advanced traffic management.
Purpose of the Study:
- To propose a novel intersection management strategy for fully autonomous vehicles using vehicle-to-infrastructure communication.
- To develop a decentralized management approach that minimizes computational load.
- To enhance traffic efficiency and fairness at intersections.
Main Methods:
- A static conflict matrix and a dynamic information list determine intersection passage priority.
- The intersection management unit acts as a database, reducing computational requirements.
- Simulations were performed using Simulation of Urban MObility (SUMO).
Main Results:
- The proposed strategy significantly reduces average intersection time delay.
- A notable decrease in the variance of time delay was observed, indicating improved fairness.
- The strategy demonstrated superior performance compared to fixed and adaptive traffic light methods.
Conclusions:
- The proposed database-centric intersection management strategy is efficient and fair for autonomous vehicles.
- This approach is well-suited for real-time applications, especially in heavy traffic conditions.
- The findings support the adoption of V2I communication for optimized autonomous intersection management.
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