Stochastic Tubes in Model Predictive Control With Probabilistic Constraints
From MaRDI portal
Publication:5347590
DOI10.1109/TAC.2010.2086553zbMath1368.93657OpenAlexW2154067661MaRDI QIDQ5347590
Mark Cannon, Saša V. Raković, Qifeng Cheng, Basil Kouvaritakis
Publication date: 25 August 2017
Published in: IEEE Transactions on Automatic Control (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1109/tac.2010.2086553
Discrete-time control/observation systems (93C55) Stochastic systems in control theory (general) (93E03)
Related Items (29)
A stochastic MPC scheme for distributed systems with multiplicative uncertainty ⋮ Event-based optimization approach for solving stochastic decision problems with probabilistic constraint ⋮ Stochastic model predictive control for linear systems with unbounded additive uncertainties ⋮ Stochastic output feedback control: convex lifting approach ⋮ Distributed Model Predictive Control of Linear Systems with Stochastic Parametric Uncertainties and Coupled Probabilistic Constraints ⋮ Robust model predictive control for constrained continuous-time nonlinear systems ⋮ Probabilistic set invariance and ultimate boundedness ⋮ Online learning based risk-averse stochastic MPC of constrained linear uncertain systems ⋮ Probabilistic reachable and invariant sets for linear systems with correlated disturbance ⋮ Explicit use of probabilistic distributions in linear predictive control ⋮ Stochastic tracking control of multivariable nonlinear systems subject to external disturbances ⋮ Minimization of constraint violation probability in model predictive control ⋮ Constrained tracking control of stochastic multivariable nonlinear systems via Gaussian process predictions ⋮ A robust distributed receding horizon control synthesis approach for simultaneous tracking, regulation and formation of multiple perturbed wheeled vehicles with collision avoidance ⋮ Conditional scenario-based model predictive control ⋮ Data‐driven predictive control for a class of uncertain control‐affine systems ⋮ Stochastic self-triggered MPC for linear constrained systems under additive uncertainty and chance constraints ⋮ A model‐and data‐driven predictive control approach for tracking of stochastic nonlinear systems using Gaussian processes ⋮ Recursively feasible stochastic model predictive control using indirect feedback ⋮ Stochastic tube MPC with state estimation ⋮ Robust tube-based MPC with piecewise affine control laws ⋮ Constraint-softening in model predictive control with off-line-optimized admissible sets for systems with additive and multiplicative disturbances ⋮ Stochastic model predictive control of LPV systems via scenario optimization ⋮ Reference governors for chance-constrained systems ⋮ A randomized relaxation method to ensure feasibility in stochastic control of linear systems subject to state and input constraints ⋮ Robust RHC for wheeled vehicles with bounded disturbances ⋮ MPC-based defense strategy for distributed networked control systems under DoS attacks ⋮ The scenario approach for stochastic model predictive control with bounds on closed-loop constraint violations ⋮ Scenario-based, closed-loop model predictive control with application to emergency vehicle scheduling
This page was built for publication: Stochastic Tubes in Model Predictive Control With Probabilistic Constraints