Cluster-Wise Cooperative Eco-Approach and Departure Application for Connected and Automated Vehicles Along Signalized Arterials

In recent years, various versions of the eco-approach and departure (EAD) application have been developed and evaluated. This application utilizes signal phase and timing information to allow connected and automated vehicles (CAVs) to approach and depart from a signalized intersection in an energy-efficient manner. To date, most existing works have studied the EAD application from an ego-vehicle perspective (Ego-EAD) using vehicle-to-infrastructure communication, while relatively limited research takes into account cooperation among vehicles at intersections via vehicle-to-vehicle communication. In this paper, we developed a cluster-wise cooperative EAD (Coop-EAD) application for CAVs to further reduce energy consumption compared to existing Ego-EAD applications. Instead of considering CAVs traveling through signalized intersections one at a time, our approach strategically coordinates CAVs’ maneuvers to form clusters using various operating modes: initial vehicle clustering, intracluster sequence optimization, and cluster formation control. The novel Coop-EAD algorithm is applied to the cluster leader, and CAVs in the cluster follow the cluster leader to conduct EAD maneuvers. A preliminary simulation study with a given scenario shows that, compared to an Ego-EAD application, the proposed Coop-EAD application achieves 11% reduction on energy consumption, up to 18% reduction on pollutant emissions, and 50% increase on traffic throughput, respectively.

[1]  Kanok Boriboonsomsin,et al.  Dynamic Eco-Driving for Signalized Arterial Corridors and Its Indirect Network-Wide Energy/Emissions Benefits , 2013, J. Intell. Transp. Syst..

[2]  Petros A. Ioannou,et al.  Using front and back information for tight vehicle following maneuvers , 1999 .

[3]  Rochdi Trigui,et al.  Vehicle trajectory optimization for application in ECO-driving , 2011, 2011 IEEE Vehicle Power and Propulsion Conference.

[4]  Ardalan Vahidi,et al.  Predictive Cruise Control: Utilizing Upcoming Traffic Signal Information for Improving Fuel Economy and Reducing Trip Time , 2011, IEEE Transactions on Control Systems Technology.

[5]  Bart van Arem,et al.  The Impact of Cooperative Adaptive Cruise Control on Traffic-Flow Characteristics , 2006, IEEE Transactions on Intelligent Transportation Systems.

[6]  Hao Yang,et al.  Eco-Cooperative Adaptive Cruise Control at Signalized Intersections Considering Queue Effects , 2017, IEEE Transactions on Intelligent Transportation Systems.

[7]  Guoyuan Wu,et al.  Development and evaluation of an enhanced eco-approach traffic signal application for Connected Vehicles , 2013, 16th International IEEE Conference on Intelligent Transportation Systems (ITSC 2013).

[8]  Yutaka Takada,et al.  Improvement of Fuel Economy by Eco-Driving with Devices for Freight Vehicles in Real Traffic Conditions , 2007 .

[9]  E.L. Lawler,et al.  Optimization and Approximation in Deterministic Sequencing and Scheduling: a Survey , 1977 .

[10]  Feng Gao,et al.  Practical String Stability of Platoon of Adaptive Cruise Control Vehicles , 2011, IEEE Transactions on Intelligent Transportation Systems.

[11]  Guoyuan Wu,et al.  GlidePath: Eco-Friendly Automated Approach and Departure at Signalized Intersections , 2017, IEEE Transactions on Intelligent Vehicles.

[12]  Vicente Milanés Montero,et al.  Cooperative Adaptive Cruise Control in Real Traffic Situations , 2014, IEEE Transactions on Intelligent Transportation Systems.

[13]  Guoyuan Wu,et al.  Developing a Distributed Consensus-Based Cooperative Adaptive Cruise Control (CACC) System , 2017 .

[14]  Peng Hao,et al.  Developing a platoon-wide Eco-Cooperative Adaptive Cruise Control (CACC) system , 2017, 2017 IEEE Intelligent Vehicles Symposium (IV).

[15]  Hesham Rakha,et al.  Characterizing Driver Behavior on Signalized Intersection Approaches at the Onset of a Yellow-Phase Trigger , 2007, IEEE Transactions on Intelligent Transportation Systems.

[16]  Junichi Murata,et al.  On board eco-driving system for varying road-traffic environments using model predictive control , 2010, 2010 IEEE International Conference on Control Applications.

[17]  Peng Hao,et al.  Cluster-wise cooperative eco-approach and departure application along signalized arterials , 2017, 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC).

[18]  Steven E Shladover,et al.  Impacts of Cooperative Adaptive Cruise Control on Freeway Traffic Flow , 2012 .

[19]  Guoyuan Wu,et al.  Supplementary Benefits from Partial Vehicle Automation in an Ecoapproach and Departure Application at Signalized Intersections , 2014 .

[20]  Yadollah Saboohi,et al.  Model for developing an eco-driving strategy of a passenger vehicle based on the least fuel consumption , 2009 .

[21]  William L. Maxwell,et al.  Theory of scheduling , 1967 .

[22]  Peng Hao,et al.  Eco-Approach and Departure (EAD) Application for Actuated Signals in Real-World Traffic , 2016 .

[23]  Henry X. Liu,et al.  Optimal vehicle speed trajectory on a signalized arterial with consideration of queue , 2015 .

[24]  Carlos Canudas de Wit,et al.  Eco-driving in urban traffic networks using traffic signal information , 2013, 52nd IEEE Conference on Decision and Control.

[25]  Junichi Murata,et al.  Ecological Vehicle Control on Roads With Up-Down Slopes , 2011, IEEE Transactions on Intelligent Transportation Systems.

[26]  Hesham Rakha,et al.  Intersection Management via Vehicle Connectivity: The Intersection Cooperative Adaptive Cruise Control System Concept , 2016, J. Intell. Transp. Syst..

[27]  M. Barth,et al.  Intra-platoon vehicle sequence optimization for eco-cooperative adaptive cruise control , 2017, 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC).

[28]  Nathan van de Wouw,et al.  Design and experimental evaluation of cooperative adaptive cruise control , 2011, 2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC).

[29]  Bo Cheng,et al.  Eco-Departure of Connected Vehicles With V2X Communication at Signalized Intersections , 2015, IEEE Transactions on Vehicular Technology.

[30]  Guoyuan Wu,et al.  Distributed Consensus-Based Cooperative Highway On-Ramp Merging Using V2X Communications , 2018 .

[31]  C. Y. Cheng,et al.  Autonomous intelligent cruise control using both front and back information for tight vehicle following maneuvers , 1995, Proceedings of 1995 American Control Conference - ACC'95.

[32]  Kun Zhou,et al.  A Closed-Loop Speed Advisory Model With Driver's Behavior Adaptability for Eco-Driving , 2015, IEEE Transactions on Intelligent Transportation Systems.