×

On the global dynamics of connected vehicle systems. (English) Zbl 1437.70046

Summary: In this contribution, heterogeneous connected vehicle systems, that include human-driven as well as connected automated vehicles, are investigated. The reaction time delay of human drivers as well as the communication and actuation delays of connected automated vehicles is incorporated in the model. Saturations due to the speed limit and limited acceleration capabilities of the vehicles are also taken into account. The arising nonlinear delayed system is studied using analytical and numerical bifurcation analysis. Stability analysis is used to identify regions in parameter space where oscillations arise due to loss of linear stability of the equilibrium. Moreover, with the help of numerical continuation, bistability between the equilibrium and oscillations is shown to exist due to the presence of an isola. It is demonstrated that utilizing long-range wireless vehicle-to-vehicle communication the connected automated vehicle is able to eliminate the oscillations and keep the traffic flow smooth.

MSC:

70Q05 Control of mechanical systems
76A30 Traffic and pedestrian flow models
93C85 Automated systems (robots, etc.) in control theory

Software:

DDE-BIFTOOL

References:

[1] di Bernardo, M., Salvi, A., Santini, S.: Distributed consensus strategy for platooning of vehicles in the presence of time varying heterogeneous communication delays. IEEE Trans. Intell. Transp. Syst. 16(1), 102-112 (2015) · doi:10.1109/TITS.2014.2328439
[2] Milanes, V., Shladover, S.E.: Modeling cooperative and autonomous adaptive cruise control dynamic responses using experimental data. Transp. Res. Part C 48, 285-300 (2014) · doi:10.1016/j.trc.2014.09.001
[3] Shladover, S.E., Nowakowski, C., Lu, X.-Y., Ferlis, R.: Cooperative adaptive cruise control definitions and operating concepts. Transp. Res. Rec. 2489, 145-152 (2015) · doi:10.3141/2489-17
[4] Zhou, Y., Ahn, S., Chitturi, M., Noyce, D.A.: Rolling horizon stochastic optimal control strategy for ACC and CACC under uncertainty. Transp. Res. Part C 83, 61-76 (2017) · doi:10.1016/j.trc.2017.07.011
[5] Lioris, J., Pedarsani, R., Tascikaraoglu, F.Y., Varaiya, P.: Platoons of connected vehicles can double throughput in urban roads. Transp. Res. Part C 77, 292-305 (2017) · doi:10.1016/j.trc.2017.01.023
[6] Turri, V., Besselink, B., Johansson, K.H.: Cooperative look-ahead control for fuel-efficient and safe heavy-duty vehicle platooning. IEEE Trans. Control Syst. Technol. 25(1), 12-28 (2017) · doi:10.1109/TCST.2016.2542044
[7] Zheng, Y., Li, S.E., Li, K., Borrelli, F., Hedrick, J.K.: Distributed model predictive control for heterogeneous vehicle platoons under unidirectional topologies. IEEE Trans. Control Syst. Technol. 25(3), 899-910 (2017) · doi:10.1109/TCST.2016.2594588
[8] Jiang, H., Hu, J., An, S., Wang, M., Park, B.B.: Eco approaching at an isolated signalized intersection under partially connected and automated vehicles environment. Transp. Res. Part C 79(Supplement C), 290-307 (2017) · doi:10.1016/j.trc.2017.04.001
[9] Luo, Y., Xiang, Y., Cao, K., Li, K.: A dynamic automated lane change maneuver based on vehicle-to-vehicle communication. Transp. Res. Part C 62, 87-102 (2016) · doi:10.1016/j.trc.2015.11.011
[10] Ge, J.I., Orosz, G.: Connected cruise control among human-driven vehicles: experiment-based parameter estimation and optimal control design. Transp. Res. Part C 95, 445-459 (2018) · doi:10.1016/j.trc.2018.07.021
[11] Stern, R., Cui, S., Delle Monache, M.L., Bhadani, R., Bunting, M., Churchill, M., Hamilton, N., Haulcy, R., Pohlmann, H., Wu, F., Piccoli, B., Seibold, B., Sprinkle, J., Work, D.: Dissipation of stop-and-go waves via control of autonomous vehicles: field experiments. Transp. Res. Part C 7(1), 42-57 (2018)
[12] Ge, J.I., Avedisov, S.S., He, C.R., Qin, W.B., Sadeghpour, M., Orosz, G.: Experimental validation of connected automated vehicle design among human-driven vehicles. Transp. Res. Part C 91, 335-352 (2018) · doi:10.1016/j.trc.2018.04.005
[13] Avedisov, S.S., Bansal, G., Kiss, A.K., Orosz, G.: Experimental verification platform for connected vehicle networks. In: Proceedings of the 21st International Conference on Intelligent Transportation Systems, pp. 818-823. IEEE (2018)
[14] Zhang, L., Orosz, G.: Motif-based design for connected vehicle systems in presence of heterogeneous connectivity structures and time delays. IEEE Trans. Intell. Transp. Syst. 17(6), 1638-1651 (2016) · doi:10.1109/TITS.2015.2509782
[15] Bachrathy, D., Stépán, G.: Improved prediction of stability lobes with extended multi frequency solution. CIRP Ann. Manuf. Technol. 62, 411-414 (2013) · doi:10.1016/j.cirp.2013.03.085
[16] Engelborghs, T.K., Samaey, G.: DDE-Biftool v. 2.00: a Matlab package for bifurcation analysis of delay differential equations. Technical Report TW-330, Department of Computer Science, K.U. Leuven, Leuven, Belgium (2001)
[17] Sieber, J., Engelborghs, K., Luzyanina, T., Samaey, G., Roose, D.: DDE-Biftool manual—bifurcation analysis of delay differential equations. Tech. rep. (2014). arXiv:1406.7144
[18] Orosz, G., Wilson, R.E., Krauskopf, B.: Global bifurcation investigation of an optimal velocity traffic model with driver reaction time. Phys. Rev. E 70, 026207 (2004) · doi:10.1103/PhysRevE.70.026207
[19] Stépán, G.: Retarded Dynamical Systems: Stability and Characteristic Functions. Longman, Harlow (1989) · Zbl 0686.34044
[20] Insperger, T., Stépán, G.: Semi-discretization for Time-Delay Systems, vol. 178. Springer, New York (2011) · Zbl 1245.93004
[21] Kolmanovskii, V.B., Nosov, V.R.: Stability of Functional Differential Equations. Academic Press, London (1986) · Zbl 0593.34070
[22] Bachrathy, D., Stépán, G.: Bisection method in higher dimensions and the efficiency number. Periodica Polytech. Mech. Eng. 56(2), 81-86 (2012) · doi:10.3311/pp.me.2012-2.01
[23] Bachrathy, D.: Robust stability limit of delayed dynamical systems. Periodica Polytech. Mech. Eng. 59(2), 74-80 (2015) · doi:10.3311/PPme.7783
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.