Guaranteed methods based on constrained zonotopes for set-valued state estimation of nonlinear discrete-time systems
This paper presents new methods for set-valued state estimation of nonlinear discrete-time
systems with unknown-but-bounded uncertainties. A single time step involves propagating …
systems with unknown-but-bounded uncertainties. A single time step involves propagating …
Set-valued state estimation of nonlinear discrete-time systems with nonlinear invariants based on constrained zonotopes
This paper presents new methods for set-valued state estimation of discrete-time nonlinear
systems whose trajectories are known to satisfy nonlinear equality constraints, called …
systems whose trajectories are known to satisfy nonlinear equality constraints, called …
Guaranteed state estimation for nonlinear discrete-time systems via indirectly implemented polytopic set computation
This paper proposes a new set-membership technique to implement polytopic set
computation for nonlinear discrete-time systems indirectly. The proposed set-membership …
computation for nonlinear discrete-time systems indirectly. The proposed set-membership …
A set-membership state estimation algorithm based on DC programming
This paper presents a new approach to guaranteed state estimation for nonlinear discrete-
time systems with a bounded description of noise and parameters. The sets of states that are …
time systems with a bounded description of noise and parameters. The sets of states that are …
Zonotope-based set-membership estimation for multi-output uncertain systems
This paper presents an improved technique for guaranteed zonotopic state estimation of
Multi-Output discrete-time linear-time invariant systems subject to unknown but bounded …
Multi-Output discrete-time linear-time invariant systems subject to unknown but bounded …
[图书][B] Zonotopes: From guaranteed state-estimation to control
This title focuses on two significant problems in the field of automatic control, in particular
state estimation and robust Model Predictive Control under input and state constraints …
state estimation and robust Model Predictive Control under input and state constraints …
Zonotopic guaranteed state estimation for uncertain systems
This paper presents a new approach for guaranteed state estimation based on zonotopes
for linear discrete-time multivariable systems with interval multiplicative uncertainties, in the …
for linear discrete-time multivariable systems with interval multiplicative uncertainties, in the …
Comparison of guaranteed state estimators for linear time-invariant systems
Guaranteed state estimation computes the set of possible states of dynamical systems given
the bounds of model uncertainties, disturbances, and noises. For the first time, we evaluate …
the bounds of model uncertainties, disturbances, and noises. For the first time, we evaluate …
Improved set-membership estimation approach based on zonotopes and ellipsoids
This paper presents an improved approach for guaranteed state estimation combining set-
membership estimation techniques based on zonotopes and ellipsoids, applied on linear …
membership estimation techniques based on zonotopes and ellipsoids, applied on linear …
Data-driven set-based estimation using matrix zonotopes with set containment guarantees
We propose a method to perform set-based state estimation of an unknown dynamical linear
system using a data-driven set propagation function. Our method comes with set …
system using a data-driven set propagation function. Our method comes with set …