TY - JOUR
T1 - A Speed Optimization Strategy for Smooth Merging of Connected and Automated Vehicles at T-Shape Roundabout
AU - Jalil, Khurrum
AU - Xia, Yuanqing
AU - Zahid, Muhammad Noaman
AU - Manzoor, Tayyab
N1 - Publisher Copyright:
© 2013 IEEE.
PY - 2022
Y1 - 2022
N2 - This paper establishes a novel holistic T-shape roundabout coordination system (TCS) that addresses the connected and automated vehicles (CAVs) flow at a typically isolated T-shape roundabout. The TCS optimizes the states of each approaching vehicle to the roundabout in a receding horizon control framework that aims to minimize the total delay time, and ensures the smooth crossing. The optimized states are broadcasted immediately by TCS, enabling the CAVs to form a cluster and tune their speed to transit the roundabout with negligible stop-delay. We evaluate the effectiveness of the proposed TCS method under the various traffic flow demand. From the executed simulation, it is observed that the optimization process usually improves the vehicle's average speed and reduces both the traffic density and idling. As a consequence, the fuel consumption of each vehicle around the roundabout is also reduced. Finally, these outputs are compared with the traditional method, showing that the roundabout performance significantly improves in the case of the proposed scheme, and vehicles have rapid optimization for a smooth crossing.
AB - This paper establishes a novel holistic T-shape roundabout coordination system (TCS) that addresses the connected and automated vehicles (CAVs) flow at a typically isolated T-shape roundabout. The TCS optimizes the states of each approaching vehicle to the roundabout in a receding horizon control framework that aims to minimize the total delay time, and ensures the smooth crossing. The optimized states are broadcasted immediately by TCS, enabling the CAVs to form a cluster and tune their speed to transit the roundabout with negligible stop-delay. We evaluate the effectiveness of the proposed TCS method under the various traffic flow demand. From the executed simulation, it is observed that the optimization process usually improves the vehicle's average speed and reduces both the traffic density and idling. As a consequence, the fuel consumption of each vehicle around the roundabout is also reduced. Finally, these outputs are compared with the traditional method, showing that the roundabout performance significantly improves in the case of the proposed scheme, and vehicles have rapid optimization for a smooth crossing.
KW - Bi-level coordination
KW - CAVs clustering
KW - T-roundabout
KW - connected and automated vehicles
KW - optimization
KW - receding horizon control
UR - http://www.scopus.com/inward/record.url?scp=85135231856&partnerID=8YFLogxK
U2 - 10.1109/ACCESS.2022.3192774
DO - 10.1109/ACCESS.2022.3192774
M3 - Article
AN - SCOPUS:85135231856
SN - 2169-3536
VL - 10
SP - 76953
EP - 76965
JO - IEEE Access
JF - IEEE Access
ER -