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Published in: Peer-to-Peer Networking and Applications 1/2021

17-07-2020

A scalable unsignalized intersection system for automated vehicles and semi-physical implementation

Authors: Tianqi Zhang, Haibo Zhou, Bo Qian, Yunting Xu, Tianxiong Wu, Ting Ma

Published in: Peer-to-Peer Networking and Applications | Issue 1/2021

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Abstract

With the rapid development of automated vehicle (AV) technologies, unsignalized intersection scenario has attracted a lot of research attentions in the field of intelligent transportation system (ITS). In this paper, to improve the real-time unsignalized intersection coordination performance and guarantee the reliability of vehicle scheduling, a distributed and scalable scheduling algorithm (DSA) for unsignalized intersection system is proposed. First, to make the vehicle passing the intersection practical, we present a collision-free traffic scenario which is based on the improvement of the existing unsignalized scheduling approach. Specifically, the turning directions of automated vehicles would not be restricted so that AV can turn in a practical arc curve trajectory. Second, a distributed consistency protocol (DCP) based on the edge computing of roadside units is proposed to ensure the real-time scheduling messages transfer. Finally, to verify the proposed unsignalized intersection system, a semi-physical simulation platform (SPSP) is established on a sand table model. Both the software simulation results and the sand table measured data of the SPSP have verified the effectiveness of the algorithm, which is believe to further promote the practical engineering applications of automated vehicles.

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Footnotes
1
Since there is always a dedicated lane for right turns and no collision will occur, we do not take it into consideration
 
Literature
1.
go back to reference Rahmati Y, Talebpour A (2017) Towards a collaborative connected, automated driving environment: A game theory based decision framework for unprotected left turn maneuvers. In: 2017 IEEE Intelligent Vehicles Symposium (IV), 11-14, pp 1316–1321 Rahmati Y, Talebpour A (2017) Towards a collaborative connected, automated driving environment: A game theory based decision framework for unprotected left turn maneuvers. In: 2017 IEEE Intelligent Vehicles Symposium (IV), 11-14, pp 1316–1321
2.
go back to reference Azimi R, Bhatia G, Rajkumar RR, Mudalige P (2014) STIP: Spatio-temporal intersection protocols for autonomous vehicles. In: 2014 ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS), 14-17, pp 1–12 Azimi R, Bhatia G, Rajkumar RR, Mudalige P (2014) STIP: Spatio-temporal intersection protocols for autonomous vehicles. In: 2014 ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS), 14-17, pp 1–12
3.
go back to reference Pandit K, Ghosal D, Zhang HM, Chuah C (2013) Adaptive Traffic Signal Control With Vehicular Ad hoc Networks. IEEE Trans Vehicular Technol 62(4):1459–1471CrossRef Pandit K, Ghosal D, Zhang HM, Chuah C (2013) Adaptive Traffic Signal Control With Vehicular Ad hoc Networks. IEEE Trans Vehicular Technol 62(4):1459–1471CrossRef
4.
go back to reference Zaidi AA, Kulcsár B, Wymeersch H (2016) Back-Pressure Traffic signal control with fixed and adaptive routing for urban vehicular networks. IEEE Trans Intell Transport Syst 17(8):2134–2143CrossRef Zaidi AA, Kulcsár B, Wymeersch H (2016) Back-Pressure Traffic signal control with fixed and adaptive routing for urban vehicular networks. IEEE Trans Intell Transport Syst 17(8):2134–2143CrossRef
5.
go back to reference Miller J (2008) Vehicle-to-vehicle-to-infrastructure (V2V2I) intelligent transportation system architecture. In: 2008 IEEE Intelligent Vehicles Symposium, 4-6, pp 715–720 Miller J (2008) Vehicle-to-vehicle-to-infrastructure (V2V2I) intelligent transportation system architecture. In: 2008 IEEE Intelligent Vehicles Symposium, 4-6, pp 715–720
6.
go back to reference Xu W, Zhou H, Cheng N, Lyu F, Shi W, Chen J, Shen X (2018) Internet of vehicles in big data era. IEEE/CAA J Autom Sinica 5(1):19–35CrossRef Xu W, Zhou H, Cheng N, Lyu F, Shi W, Chen J, Shen X (2018) Internet of vehicles in big data era. IEEE/CAA J Autom Sinica 5(1):19–35CrossRef
7.
go back to reference Lyu F, Cheng N, Zhu H, Zhou H, Xu W, Li M, Shen X (2018) Intelligent context-aware communication paradigm design for iovs based on data analytics. IEEE Network 32(6):74–82CrossRef Lyu F, Cheng N, Zhu H, Zhou H, Xu W, Li M, Shen X (2018) Intelligent context-aware communication paradigm design for iovs based on data analytics. IEEE Network 32(6):74–82CrossRef
8.
go back to reference He S, Ren J, Wang J, Huang Y, Zhang Y, Zhuang W, Shen X (2019) Cloud-edge coordinated processing: low-latency multicasting transmission. IEEE J Select Areas Commun 37(5):1144–1158CrossRef He S, Ren J, Wang J, Huang Y, Zhang Y, Zhuang W, Shen X (2019) Cloud-edge coordinated processing: low-latency multicasting transmission. IEEE J Select Areas Commun 37(5):1144–1158CrossRef
9.
go back to reference Luo G, Zhou H, Cheng N, Yuan Q, Li J, Yang F, Shen X (2019) Software defined cooperative data sharing in edge computing assisted 5g-VANET. IEEE Trans Mob Comput 1–1 Luo G, Zhou H, Cheng N, Yuan Q, Li J, Yang F, Shen X (2019) Software defined cooperative data sharing in edge computing assisted 5g-VANET. IEEE Trans Mob Comput 1–1
10.
go back to reference Omar HA, Lu N, Zhuang W (2016) Wireless access technologies for vehicular network safety applications. IEEE Network 30(4):22–26CrossRef Omar HA, Lu N, Zhuang W (2016) Wireless access technologies for vehicular network safety applications. IEEE Network 30(4):22–26CrossRef
11.
go back to reference Zhang Y, Wu Y, Moustafa H, Tsang DHK, Leon-Garcia A, Javaid U (2018) Multi-access mobile edge computing for heterogeneous IoT. IEEE Commun Magazine 56(8):12–13CrossRef Zhang Y, Wu Y, Moustafa H, Tsang DHK, Leon-Garcia A, Javaid U (2018) Multi-access mobile edge computing for heterogeneous IoT. IEEE Commun Magazine 56(8):12–13CrossRef
12.
go back to reference Zhou H, Xu W, Chen J, Wang W (2020) Evolutionary V2X technologies toward the internet of vehicles: challenges and opportunities. Proc IEEE 108(2):308–323CrossRef Zhou H, Xu W, Chen J, Wang W (2020) Evolutionary V2X technologies toward the internet of vehicles: challenges and opportunities. Proc IEEE 108(2):308–323CrossRef
13.
go back to reference Bi Y (2018) Neighboring vehicle-assisted fast handoff for vehicular fog communications. Peer-to-Peer Netw Appli 11(4):738–748CrossRef Bi Y (2018) Neighboring vehicle-assisted fast handoff for vehicular fog communications. Peer-to-Peer Netw Appli 11(4):738–748CrossRef
14.
go back to reference Noorani N, Seno SAH (2020) SDN- And fog computing-based switchable routing using path stability estimation for vehicular ad hoc networks Peer-to-Peer Networking and Applications Noorani N, Seno SAH (2020) SDN- And fog computing-based switchable routing using path stability estimation for vehicular ad hoc networks Peer-to-Peer Networking and Applications
15.
go back to reference Srivastava A, Prakash A, Tripathi R (2020) An adaptive intersection selection mechanism using ant Colony optimization for efficient data dissemination in urban VANET Peer-to-Peer Networking and Applications Srivastava A, Prakash A, Tripathi R (2020) An adaptive intersection selection mechanism using ant Colony optimization for efficient data dissemination in urban VANET Peer-to-Peer Networking and Applications
16.
go back to reference Naumann R, Rasche R, Tacken J (1998) Managing autonomous vehicles at intersections. IEEE Intell Syst Appli 13(3):82–86CrossRef Naumann R, Rasche R, Tacken J (1998) Managing autonomous vehicles at intersections. IEEE Intell Syst Appli 13(3):82–86CrossRef
17.
go back to reference Kamal MAS, Imura J, Hayakawa T, Ohata A, Aihara K (2015) A Vehicle-Intersection coordination scheme for smooth flows of traffic without using traffic lights. IEEE Trans Intell Trans Syst 16(3):1136–1147CrossRef Kamal MAS, Imura J, Hayakawa T, Ohata A, Aihara K (2015) A Vehicle-Intersection coordination scheme for smooth flows of traffic without using traffic lights. IEEE Trans Intell Trans Syst 16(3):1136–1147CrossRef
18.
go back to reference Kowshik H, Caveney D, Kumar PR (2011) Provable systemwide safety in intelligent intersections. IEEE Trans Vehicular Technol 60(3):804–818CrossRef Kowshik H, Caveney D, Kumar PR (2011) Provable systemwide safety in intelligent intersections. IEEE Trans Vehicular Technol 60(3):804–818CrossRef
19.
go back to reference Zhang K, Zhang D, Fortelle ADL, Wu X, Grégoire J (2015) State-Driven Priority Scheduling Mechanisms for Driverless Vehicles Approaching Intersections. IEEE Trans Intell Transport Syst 16 (5):2487–2500CrossRef Zhang K, Zhang D, Fortelle ADL, Wu X, Grégoire J (2015) State-Driven Priority Scheduling Mechanisms for Driverless Vehicles Approaching Intersections. IEEE Trans Intell Transport Syst 16 (5):2487–2500CrossRef
20.
go back to reference Hafner MR, Cunningham D, Caminiti L, Vecchio DD (2013) Cooperative collision avoidance at intersections: algorithms and experiments. IEEE Trans Intell Transport Syst 14(3):1162–1175CrossRef Hafner MR, Cunningham D, Caminiti L, Vecchio DD (2013) Cooperative collision avoidance at intersections: algorithms and experiments. IEEE Trans Intell Transport Syst 14(3):1162–1175CrossRef
21.
go back to reference Lin P, Liu J, Jin PJ, Ran B (2017) Autonomous Vehicle-Intersection coordination method in a connected vehicle environment. IEEE Intell Transport Syst Magazine 9(4):37–47CrossRef Lin P, Liu J, Jin PJ, Ran B (2017) Autonomous Vehicle-Intersection coordination method in a connected vehicle environment. IEEE Intell Transport Syst Magazine 9(4):37–47CrossRef
22.
go back to reference Dai P, Liu K, Zhuge Q, Sha EH, Lee VCS, Son SH (2016) Quality-of-experience-oriented Autonomous Intersection Control in Vehicular Networks. IEEE Trans Intell Transport Syst 17(7):1956–1967CrossRef Dai P, Liu K, Zhuge Q, Sha EH, Lee VCS, Son SH (2016) Quality-of-experience-oriented Autonomous Intersection Control in Vehicular Networks. IEEE Trans Intell Transport Syst 17(7):1956–1967CrossRef
23.
go back to reference Qian B, Zhou H, Lyu F, Li J, Ma T, Hou F (2019) Toward Collision-Free and efficient coordination for automated vehicles at unsignalized intersection. IEEE Inter Things J 6(6):10408–10420CrossRef Qian B, Zhou H, Lyu F, Li J, Ma T, Hou F (2019) Toward Collision-Free and efficient coordination for automated vehicles at unsignalized intersection. IEEE Inter Things J 6(6):10408–10420CrossRef
24.
go back to reference Xu Y, Zhou H, Qian B, Wu H, Zhang Z, Shen X (2018) When Automated Vehicles Meet Non-Signalized Intersections: A Collision-Free Scheduling Solution. In: 2018 IEEE/CIC International Conference on Communications in China (ICCC), 16-18, pp 709–713 Xu Y, Zhou H, Qian B, Wu H, Zhang Z, Shen X (2018) When Automated Vehicles Meet Non-Signalized Intersections: A Collision-Free Scheduling Solution. In: 2018 IEEE/CIC International Conference on Communications in China (ICCC), 16-18, pp 709–713
25.
go back to reference Huang Y, Qian L, Feng A, Yu N, Wu Y (2019) Short-Term Traffic prediction by Two-Level data driven model in 5G-Enabled edge computing networks. IEEE Access 7:123981–123991CrossRef Huang Y, Qian L, Feng A, Yu N, Wu Y (2019) Short-Term Traffic prediction by Two-Level data driven model in 5G-Enabled edge computing networks. IEEE Access 7:123981–123991CrossRef
26.
go back to reference Zhou H, Cheng N, Wang J, Chen J, Yu Q, Shen X (2019) Toward dynamic link utilization for efficient vehicular edge content distribution. IEEE Transa Vehicular Technol 68(9):8301–8313CrossRef Zhou H, Cheng N, Wang J, Chen J, Yu Q, Shen X (2019) Toward dynamic link utilization for efficient vehicular edge content distribution. IEEE Transa Vehicular Technol 68(9):8301–8313CrossRef
27.
go back to reference Tang J, Liu S, Liu L, Yu B, Shi W (2020) LoPECS: A Low-Power Edge Computing System for Real-Time Autonomous Driving Services. IEEE Access 8:30467–30479CrossRef Tang J, Liu S, Liu L, Yu B, Shi W (2020) LoPECS: A Low-Power Edge Computing System for Real-Time Autonomous Driving Services. IEEE Access 8:30467–30479CrossRef
28.
go back to reference Zhang Q, Wang Y, Zhang X, Liu L, Wu X, Shi W, Zhong H (2018) OpenVDAP: An Open Vehicular Data Analytics Platform for CAVs. In: 2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS), 2-6, pp 1310– 1320 Zhang Q, Wang Y, Zhang X, Liu L, Wu X, Shi W, Zhong H (2018) OpenVDAP: An Open Vehicular Data Analytics Platform for CAVs. In: 2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS), 2-6, pp 1310– 1320
29.
go back to reference Jiang Q, Zhou Y, Wang J, Wang Y, Wang X (2015) A Lightweight Cross-Layer Cooperative Testbed for Evaluation of Connected Vehicles. In: 2015 11th International Conference on Mobile Ad-hoc and Sensor Networks (MSN), 16-18, pp 194–201 Jiang Q, Zhou Y, Wang J, Wang Y, Wang X (2015) A Lightweight Cross-Layer Cooperative Testbed for Evaluation of Connected Vehicles. In: 2015 11th International Conference on Mobile Ad-hoc and Sensor Networks (MSN), 16-18, pp 194–201
30.
go back to reference Hou Y, Wang G, Zhou Y (2018) Virtual-Grid Based traffic control strategy with multiple intersections collaboration. IEEE Access 6:40105–40119CrossRef Hou Y, Wang G, Zhou Y (2018) Virtual-Grid Based traffic control strategy with multiple intersections collaboration. IEEE Access 6:40105–40119CrossRef
31.
go back to reference Liu K, Lee VCS, Ng JK, Chen J, Son SH (2014) Temporal data dissemination in vehicular Cyber–Physical systems. IEEE Trans Intell Transport Syst 15(6):2419–2431CrossRef Liu K, Lee VCS, Ng JK, Chen J, Son SH (2014) Temporal data dissemination in vehicular Cyber–Physical systems. IEEE Trans Intell Transport Syst 15(6):2419–2431CrossRef
32.
go back to reference Milanes V, Villagra J, Godoy J, Simo J, Perez J, Onieva E (2012) An Intelligent V2I-Based Traffic Management System. IEEE Trans Intell Transport Syst 13(1):49–58CrossRef Milanes V, Villagra J, Godoy J, Simo J, Perez J, Onieva E (2012) An Intelligent V2I-Based Traffic Management System. IEEE Trans Intell Transport Syst 13(1):49–58CrossRef
Metadata
Title
A scalable unsignalized intersection system for automated vehicles and semi-physical implementation
Authors
Tianqi Zhang
Haibo Zhou
Bo Qian
Yunting Xu
Tianxiong Wu
Ting Ma
Publication date
17-07-2020
Publisher
Springer US
Published in
Peer-to-Peer Networking and Applications / Issue 1/2021
Print ISSN: 1936-6442
Electronic ISSN: 1936-6450
DOI
https://doi.org/10.1007/s12083-020-00948-9

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