Abstract
Appropriate traffic coordination at intersections where multiple roads merge plays an important role in modern intelligent transportations systems. In this paper, we try to propose an efficient traffic coordination framework using multiple collision sets. Aiming at the essentially non-convex problem, we try to reformulate the original problem into a mixed binary integer quadratic programming one by proper relaxations. Low complexity solutions are also given afterwards. Numeric results show that the traffic throughput at intersections can be significantly improved compared to the existing investigations.
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References
2010 Motor vehicle crashes: Overview. In: Traffic Safety Facts—Research Note (2012)
Lin, P., Liu, J., Jin, P.J.: Autonomous vehicle-intersection coordination method in a connected vehicle environment. IEEE Trans. Intell. Transp. Syst. Mag. pp. 37–47 (2017)
Hafner, M.R., Cunningham, D., Caminiti, L.: Cooperative collision avoidance at intersections: algorithms and experiments. IEEE Trans. Intell. Transp. Syst. 1162–1175 (2013)
Lioris, J., Pedarsani, R., Tascikaraoglu, F.Y.: Platoons of connected vehicles can double throughput in urban roads. Transp. Res. Part C, 292–305 (2017)
Kim, K.D., Kumar, P.R.: An MPC-based approach to provable system-wide safety and liveness of autonomous ground traffic. Autom. Control IEEE Trans. 3341–3356 (2014)
Campos, G.R., Falcone, P., Sjoberg, J.: Autonomous cooperative driving: a velocity-based negotiation approach for intersection crossing. In: International IEEE Conference on Intelligent Transportation Systems, pp. 1456–1461 (2013)
Onieva, E., Milan\({\acute{e}}\)s, V., Villagr\({\acute{a}}\), J.: Genetic optimization of a vehicle fuzzy decision system for intersections. Expert Syst. Appl. 13148–13157 (2012)
Hult, R., Campos, G.R., Falcone, P.: An approximate solution to the optimal coordination problem for autonomous vehicles at intersections. In: American Control Conference, pp. 763–768 (2015)
Bienstock, D.: Computational study of a family of mixed-integer quadratic programming problems. In: International IPCO Conference on Integer Programming and Combinatorial Optimization. Springer, pp. 80–94 (1995)
Hult, R., Campos, G.R., Steinmetz, E.: Coordination of cooperative autonomous vehicles: toward safer and more efficient road transportation. IEEE Signal Process. Mag. 74–84 (2016)
Kamal, M.A.S., Imura, J.I., Hayakawa, T.: A vehicle-intersection coordination scheme for smooth flows of traffic without using traffic lights. IEEE Trans. Intell. Transp. Syst. 1136–1147 (2015)
Acknowledgements
This paper was supported by the Natural Science Foundation of China (under Grant No. 91638204 and 61771159), Guangdong Natural Science Foundation under Grant No. 2017A030313392, Shenzhen Fundamental Research Project (under Grant No. JCYJ2017081115369780 and JCYJ20160318094236224).
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Mo, Y., Wang, M., Zhang, T., Xu, H. (2020). Efficient Traffic Coordination Strategies at Intersections Using Multiple Collision Sets. In: Liang, Q., Liu, X., Na, Z., Wang, W., Mu, J., Zhang, B. (eds) Communications, Signal Processing, and Systems. CSPS 2018. Lecture Notes in Electrical Engineering, vol 517. Springer, Singapore. https://doi.org/10.1007/978-981-13-6508-9_124
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DOI: https://doi.org/10.1007/978-981-13-6508-9_124
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