Destroying Phantom Jams with Connectivity and Automation: Nonlinear Dynamics and Control of Mixed Traffic

Published Online:https://doi.org/10.1287/trsc.2023.0498

References

  • Alan A, He CR, Molnar TG, Mathew JC, Bell AH, Orosz G (2024) Integrating safety with performance in connected automated truck control: Experimental validation. IEEE Trans. Intelligent Vehicles 9(1):3075–3088.CrossrefGoogle Scholar
  • Ames AD, Xu X, Grizzle JW, Tabuada P (2017) Control barrier function based quadratic programs for safety critical systems. IEEE Trans. Automatic Control 62(8):3861–3876.CrossrefGoogle Scholar
  • Avedisov SS, Bansal G, Orosz G (2022) Impacts of connected automated vehicles on freeway traffic patterns at different penetration levels. IEEE Trans. Intelligent Transportation Systems 5(23):4305–4318.CrossrefGoogle Scholar
  • Bando M, Hasebe K, Nakanishi K, Nakayama A (1998) Analysis of optimal velocity model with explicit delay. Phys. Rev. E 58(5):5429–5435.CrossrefGoogle Scholar
  • Bekiaris-Liberis N, Roncoli C, Papageorgiou M (2018) Predictor-based adaptive cruise control design. IEEE Trans. Intelligent Transportation Systems 19(10):3181–3195.CrossrefGoogle Scholar
  • Beregi S, Takacs D, Stepan G (2019) Bifurcation analysis of wheel shimmy with non-smooth effects and time delay in the Tyre–Ground contact. Nonlinear Dynam. 98(1):841–858.CrossrefGoogle Scholar
  • Beregi S, Avedisov SS, He CR, Takács D, Orosz G (2023) Connectivity-based delay-tolerant control of automated vehicles: Theory and experiments. IEEE Trans. Intelligent Vehicles 8(1):275–289.CrossrefGoogle Scholar
  • Bertoni L, Guanetti J, Basso M, Masoero M, Cetinkunt S, Borrelli F (2017) An adaptive cruise control for connected energy-saving electric vehicles. IFAC-PapersOnLine 50(1):2359–2364.CrossrefGoogle Scholar
  • Čičić M, Johansson KH (2018) Traffic regulation via individually controlled automated vehicles: A cell transmission model approach. 21st IEEE Internat. Conf. Intelligent Transportation Systems (IEEE, Piscataway, NJ), 766–771.Google Scholar
  • Cui S, Seibold B, Stern R, Work DB (2017) Stabilizing traffic flow via a single autonomous vehicle: Possibilities and limitations. IEEE Intelligent Vehicles Sympos. (IEEE, Piscataway, NJ), 1336–1341.Google Scholar
  • Dombovari Z, Wilson RE, Stepan G (2008) Estimates of the bistable region in metal cutting. Proc. Roy. Soc. A 464:3255–3271.Google Scholar
  • Engelborghs K, Luzyanina T, Roose D (2002) Numerical bifurcation analysis of delay differential equations using DDE-BIFTOOL. ACM Trans. Math. Software 28(1):1–21.CrossrefGoogle Scholar
  • Ge JI, Orosz G (2014) Dynamics of connected vehicle systems with delayed acceleration feedback. Transportation Res. Part C Emerging Tech. 46:46–64.CrossrefGoogle Scholar
  • Ge JI, Avedisov SS, He CR, Qin WB, Sadeghpour M, Orosz G (2018) Experimental validation of connected automated vehicle design among human-driven vehicles. Transportation Res. Part C Emerging Tech. 91:335–352.CrossrefGoogle Scholar
  • Giammarino V, Baldi S, Frasca P, Monache MLD (2021) Traffic flow on a ring with a single autonomous vehicle: An interconnected stability perspective. IEEE Trans. Intelligent Transportation Systems 22(8):4998–5008.CrossrefGoogle Scholar
  • Giammarino V, Lv M, Baldi S, Frasca P, Delle Monache ML (2019) On a weaker notion of ring stability for mixed traffic with human-driven and autonomous vehicles. 58th IEEE Conf. Decision Control (IEEE, Piscataway, NJ), 335–340.Google Scholar
  • Guckenheimer J, Holmes P (1983) Nonlinear Oscillations, Dynamical Systems, and Bifurcations of Vector Fields, Applied Mathematical Sciences, vol. 42 (Springer, New York).CrossrefGoogle Scholar
  • Gunter G, Gloudemans D, Stern RE, McQuade S, Bhadani R, Bunting M, Delle Monache ML, et al. (2021) Are commercially implemented adaptive cruise control systems string stable? IEEE Trans. Intelligent Transportation Systems 22(11):6992–7003.CrossrefGoogle Scholar
  • Hayat A, Gong X, Lee J, Truong S, McQuade S, Kardous N, Keimer A, et al. (2022) A holistic approach to the energy-efficient smoothing of traffic via autonomous vehicles. Blondin MJ, Fernandes Trovão JP, Chaoui H, Pardalos PM, eds. Intelligent Control and Smart Energy Management: Renewable Resources and Transportation (Springer, Cham, Switzerland), 285–316.CrossrefGoogle Scholar
  • Kiss AK, Avedisov SS, Bachrathy D, Orosz G (2019) On the global dynamics of connected vehicle systems. Nonlinear Dynam. 96(3):1865–1877.CrossrefGoogle Scholar
  • Lichtlé N, Vinitsky E, Nice M, Seibold B, Work D, Bayen AM (2022) Deploying traffic smoothing cruise controllers learned from trajectory data. Internat. Conf. Robotics Automation (IEEE, Piscataway, NJ), 2884–2890.Google Scholar
  • McAuliffe B, Lammert M, Lu XY, Shladover S, Surcel MD, Kailas A (2018) Influences on energy savings of heavy trucks using cooperative adaptive cruise control. WCX World Congress Experience (SAE International, Warrendale, PA).Google Scholar
  • Molnár TG, Insperger T, John Hogan S, Stépán G (2016) Estimation of the bistable zone for machining operations for the case of a distributed cutting-force model. J. Comput. Nonlinear Dynam. 11(5):051008.CrossrefGoogle Scholar
  • Molnár TG, Hopka M, Upadhyay D, Van Nieuwstadt M, Orosz G (2023) Virtual rings on highways: Traffic control by connected automated vehicles. Murphey YL, Kolmanovsky I, Watta P, eds. AI-Enabled Technologies for Autonomous and Connected Vehicles (Springer, Cham, Switzerland), 441–479.CrossrefGoogle Scholar
  • Nilsson P, Hussien O, Balkan A, Chen Y, Ames AD, Grizzle JW, Ozay N, Peng H, Tabuada P (2016) Correct-by-construction adaptive cruise control: Two approaches. IEEE Trans. Control Systems Tech. 24(4):1294–1307.CrossrefGoogle Scholar
  • Orosz G (2016) Connected cruise control: Modeling, delay effects, and nonlinear behavior. Vehicle System Dynam. 54(8):1147–1176.CrossrefGoogle Scholar
  • Orosz G, Stépán G (2006) Subcritical Hopf bifurcations in a car-following model with reaction-time delay. Proc. Roy. Soc. A 2073(462):2643–2670.Google Scholar
  • Orosz G, Wilson RE, Stépán G (2010) Traffic jams: Dynamics and control. Philos. Trans. Roy. Soc. A 368(1928):4455–4479.CrossrefGoogle Scholar
  • Orosz G, Wilson RE, Szalai R, Stépán G (2009) Exciting traffic jams: Nonlinear phenomena behind traffic jam formation on highways. Phys. Rev. E 80(4):046205.CrossrefGoogle Scholar
  • Qin W (2022) A nonlinear car-following controller design inspired by human-driving behaviors to increase comfort and enhance safety. IEEE Trans. Vehicular Tech. 8(71):8212–8224.CrossrefGoogle Scholar
  • Saha A, Wahi P (2011) Delayed feedback for controlling the nature of bifurcations in friction-induced vibrations. J. Sound Vibrations 330(25):6070–6087.CrossrefGoogle Scholar
  • Sieber J, Engelborghs K, Luzyanina T, Samaey G, Roose D (2014) DDE-BIFTOOL Manual: Bifurcation analysis of delay differential equations. Preprint, submitted June 30, http://dx.doi.org/10.48550/arXiv.1406.7144.Google Scholar
  • Stern RE, Cui S, Delle Monache ML, Bhadani R, Bunting M, Churchill M, Hamilton N, et al. (2018) Dissipation of stop-and-go waves via control of autonomous vehicles: Field experiments. Transportation Res. Part C Emerging Tech. 89:205–221.CrossrefGoogle Scholar
  • Turri V, Besselink B, Johansson KH (2017) Cooperative look-ahead control for fuel-efficient and safe heavy-duty vehicle platooning. IEEE Trans. Control Systems Tech. 25(1):12–28.CrossrefGoogle Scholar
  • van Nunen E, Reinders J, Semsar-Kazerooni E, van de Wouw N (2019) String stable model predictive cooperative adaptive cruise control for heterogeneous platoons. IEEE Trans. Intelligent Vehicles 4(2):186–196.CrossrefGoogle Scholar
  • Veraszto Z, Stepan G (2017) Nonlinear dynamics of hardware-in-the-loop experiments on stick–slip phenomena. Internat. J. Non-Linear Mechanics 94:380–391.CrossrefGoogle Scholar
  • von Allwörden H, Gasser I (2021) On a general class of solutions for an optimal velocity model on an infinite lane. Transportmetrica A Transport Sci. 17(3):258–277.CrossrefGoogle Scholar
  • Vörös I, Orosz G, Takács D (2023) On the global dynamics of path-following control of automated passenger vehicles. Nonlinear Dynam. 111(9):8235–8252.CrossrefGoogle Scholar
  • Wang S, Stern R, Levin MW (2022) Optimal control of autonomous vehicles for traffic smoothing. IEEE Trans. Intelligent Transportation Systems 23(4):3842–3852.CrossrefGoogle Scholar
  • Wang Z, Wu G, Barth MJ (2018) A review on cooperative adaptive cruise control (CACC) systems: Architectures, controls, and applications. 21st IEEE Internat. Conf. Intelligent Transportation Systems (IEEE, Piscataway, NJ), 2884–2891.Google Scholar
  • Wang Y, Wang Z, Han K, Tiwari P, Work DB (2021) Personalized adaptive cruise control via Gaussian process regression. 24th IEEE Internat. Conf. Intelligent Transportation Systems (IEEE, Piscataway, NJ), 1496–1502.Google Scholar
  • Yu H, Krstic M (2022) Traffic Congestion Control by PDE Backstepping (Birkhäuser, Cham, Switzerland).CrossrefGoogle Scholar
  • Zhang L, Orosz G (2016) Motif-based design for connected vehicle systems in presence of heterogeneous connectivity structures and time delays. IEEE Trans. Intelligent Transportation Systems 17(6):1638–1651.CrossrefGoogle Scholar
  • Zheng Y, Wang J, Li K (2020) Smoothing traffic flow via control of autonomous vehicles. IEEE Internet Things J. 7(5):3882–3896.CrossrefGoogle Scholar
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