Abstract:
Automated vehicles or AVs (i.e., those that have the ability to operate without a driver and can communicate with the infrastructure) may transform the transportation sys...Show MoreMetadata
Abstract:
Automated vehicles or AVs (i.e., those that have the ability to operate without a driver and can communicate with the infrastructure) may transform the transportation system. This study integrates AV trajectory planning and signal phase and timing (SPaT) optimization at an isolated intersection. The proposed control algorithm functions under mixed traffic of AVs and conventional vehicles (CNVs) in real-time. The proposed system aims to achieve coordination among incoming vehicles and SPaT through joint optimization. The input to the algorithm includes vehicles arrival data, and the output consists of optimized trajectories and SPaT commands to the AVs and the signal controller, respectively, to be implemented. Comparison of the algorithm to operations with a fully actuated signal control shows 38%-52% reduction in average travel time.
Published in: IEEE Transactions on Intelligent Transportation Systems ( Volume: 21, Issue: 7, July 2020)
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- IEEE Keywords
- Index Terms
- Automated Vehicles ,
- Actuator ,
- Travel Time ,
- Joint Optimization ,
- Trajectory Optimization ,
- Average Travel Time ,
- Conventional Vehicles ,
- Simulation Experiments ,
- Pedestrian ,
- Detection Range ,
- Adaptive Control ,
- Autonomous Vehicles ,
- Free Flow ,
- Speed Limit ,
- Control Logic ,
- Average Delay ,
- Detection Distance ,
- Total Delay ,
- Lead Vehicle ,
- Time Of Vehicles ,
- Row Of Panels ,
- Time Headway ,
- Front Vehicle ,
- Vehicle Movement ,
- Deceleration Rate ,
- Ongoing Planning ,
- Feasible Set ,
- Time Stamp
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Automated Vehicles ,
- Actuator ,
- Travel Time ,
- Joint Optimization ,
- Trajectory Optimization ,
- Average Travel Time ,
- Conventional Vehicles ,
- Simulation Experiments ,
- Pedestrian ,
- Detection Range ,
- Adaptive Control ,
- Autonomous Vehicles ,
- Free Flow ,
- Speed Limit ,
- Control Logic ,
- Average Delay ,
- Detection Distance ,
- Total Delay ,
- Lead Vehicle ,
- Time Of Vehicles ,
- Row Of Panels ,
- Time Headway ,
- Front Vehicle ,
- Vehicle Movement ,
- Deceleration Rate ,
- Ongoing Planning ,
- Feasible Set ,
- Time Stamp
- Author Keywords