Optimal control of Connected Automated Vehicles at urban traffic intersections: A feasibility enforcement analysis

Earlier work has established a decentralized optimal control framework for coordinating on line a continuous flow of Connected Automated Vehicles (CAVs) entering a “control zone” and crossing two adjacent intersections in an urban area. A solution, when it exists, allows the vehicles to minimize their fuel consumption while crossing the intersections without the use of traffic lights, without creating congestion, and under the hard safety constraint of collision avoidance. We establish the conditions under which such solutions exist and show that they can be enforced through an appropriately designed “feasibility enforcement zone” that precedes the control zone. The proposed solution and overall control architecture are illustrated through simulation.

[1]  A. de La Fortelle Analysis of reservation algorithms for cooperative planning at intersections , 2010, 13th International IEEE Conference on Intelligent Transportation Systems.

[2]  Christos G. Cassandras,et al.  A decentralized energy-optimal control framework for connected automated vehicles at signal-free intersections , 2016, Autom..

[3]  Christos G. Cassandras,et al.  A Decentralized Optimal Control Framework for Connected and Automated Vehicles at Urban Intersections , 2016 .

[4]  Andreas A. Malikopoulos,et al.  Automated and Cooperative Vehicle Merging at Highway On-Ramps , 2017, IEEE Transactions on Intelligent Transportation Systems.

[5]  Adel W. Sadek,et al.  Assessing the Mobility and Environmental Benefits of Reservation-Based Intelligent Intersections Using an Integrated Simulator , 2012, IEEE Transactions on Intelligent Transportation Systems.

[6]  Christos G. Cassandras,et al.  Asynchronous Distributed Optimization With Event-Driven Communication , 2010, IEEE Transactions on Automatic Control.

[7]  Christos G. Cassandras,et al.  Optimal control and coordination of connected and automated vehicles at urban traffic intersections , 2015, 2016 American Control Conference (ACC).

[8]  Byungkyu Brian Park,et al.  Development and Evaluation of a Cooperative Vehicle Intersection Control Algorithm Under the Connected Vehicles Environment , 2012, IEEE Transactions on Intelligent Transportation Systems.

[9]  Panganamala Ramana Kumar,et al.  An MPC-Based Approach to Provable System-Wide Safety and Liveness of Autonomous Ground Traffic , 2014, IEEE Transactions on Automatic Control.

[10]  Mahjoub Dridi,et al.  Autonomous vehicle sequencing algorithm at isolated intersections , 2009, 2009 12th International IEEE Conference on Intelligent Transportation Systems.

[11]  Peter Stone,et al.  Multiagent traffic management: a reservation-based intersection control mechanism , 2004, Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, 2004. AAMAS 2004..

[12]  Sertac Karaman,et al.  Polling-systems-based control of high-performance provably-safe autonomous intersections , 2014, 53rd IEEE Conference on Decision and Control.

[13]  Denis Gillet,et al.  Model predictive coordination of autonomous vehicles crossing intersections , 2013, 16th International IEEE Conference on Intelligent Transportation Systems (ITSC 2013).

[14]  Fei-Yue Wang,et al.  Cooperative Driving at Blind Crossings Using Intervehicle Communication , 2006, IEEE Transactions on Vehicular Technology.

[15]  Pierluigi Pisu,et al.  Online Optimal Control of Connected Vehicles for Efficient Traffic Flow at Merging Roads , 2015, 2015 IEEE 18th International Conference on Intelligent Transportation Systems.

[16]  Hesham A. Rakha,et al.  Intersection management for autonomous vehicles using iCACC , 2012, 2012 15th International IEEE Conference on Intelligent Transportation Systems.

[17]  Peter Stone,et al.  A Multiagent Approach to Autonomous Intersection Management , 2008, J. Artif. Intell. Res..

[18]  Christos G. Cassandras,et al.  Adaptive Quasi-Dynamic Traffic Light Control , 2016, IEEE Transactions on Control Systems Technology.

[19]  Satish V. Ukkusuri,et al.  A linear programming formulation for autonomous intersection control within a dynamic traffic assignment and connected vehicle environment , 2015 .

[20]  Danya Yao,et al.  A Survey of Traffic Control With Vehicular Communications , 2014, IEEE Transactions on Intelligent Transportation Systems.

[21]  Andreas A. Malikopoulos,et al.  A Survey on the Coordination of Connected and Automated Vehicles at Intersections and Merging at Highway On-Ramps , 2017, IEEE Transactions on Intelligent Transportation Systems.