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Nonlinear predictor‐feedback cooperative adaptive cruise control of vehicles with nonlinear dynamics and input delay

Nikolaos Bekiaris‐Liberis

2024International Journal of Robust and Nonlinear Control16 citationsDOIOpen Access PDF

Abstract

Summary We construct a nonlinear predictor‐feedback cooperative adaptive cruise control (CACC) design for homogeneous vehicular platoons subject to actuators delays, which achieves: (i) positivity of vehicles' speed and spacing states, (ii) string stability of the platoon, (iii) stability of each individual vehicular system, and (iv) regulation to the desired reference speed (dictated by the leading vehicle) and spacing. The design relies on a nominal, nonlinear adaptive cruise control (ACC) law that we construct, which guarantees (i)–(iv) in the absence of actuator delay, and nonlinear predictor feedback. We consider a classical (for ACC/CACC design) third‐order, nonlinear model subject to input delay, for the vehicles' dynamics. The proofs of the theoretical guarantees (i)–(iv) rely on derivation of explicit estimates on solutions (both during open‐loop and closed‐loop operation), capitalizing on the ability of predictor feedback to guarantee complete delay compensation after the dead‐time interval has elapsed, and derivation of explicit conditions on initial conditions and parameters of the nominal control law. We also present consistent simulation results, considering a platoon of ten vehicles, which validate the design developed.

Topics & Concepts

Control theory (sociology)PlatoonNonlinear systemCooperative Adaptive Cruise ControlCruise controlStability (learning theory)ActuatorAdaptive controlComputer scienceCompensation (psychology)Nonlinear controlString (physics)Block (permutation group theory)Control engineeringControl (management)MathematicsEngineeringPsychologyMachine learningArtificial intelligenceMathematical physicsGeometryPhysicsPsychoanalysisQuantum mechanicsTraffic control and managementTransportation Planning and OptimizationAutonomous Vehicle Technology and Safety
Nonlinear predictor‐feedback cooperative adaptive cruise control of vehicles with nonlinear dynamics and input delay | Litcius