Set-valued state estimation of nonlinear discrete-time systems with nonlinear invariants based on constrained zonotopes

BS Rego, JK Scott, DM Raimondo, GV Raffo - Automatica, 2021 - Elsevier
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 …

The Salted Kalman Filter: Kalman filtering on hybrid dynamical systems

NJ Kong, JJ Payne, G Council, AM Johnson - Automatica, 2021 - Elsevier
Many state estimation and control algorithms require knowledge of how probability
distributions propagate through dynamical systems. However, despite hybrid dynamical …

Zonotopic filtering for uncertain nonlinear systems: Fundamentals, implementation aspects, and extensions [applications of control]

AA de Paula, GV Raffo… - IEEE Control Systems …, 2022 - ieeexplore.ieee.org
This tutorial provides a comprehensive perspective on the study of zonotopic filtering for
nonlinear uncertain dynamical systems. Unlike stochastic methods that characterize the …

Set-based state estimation and fault diagnosis using constrained zonotopes and applications

BS Rego - 2021 - repositorio.ufmg.br
Esta tese de doutorado desenvolve novos métodos para estimação de estados baseada em
conjuntos e diagnóstico ativo de falhas de (i) sistemas não lineares em tempo discreto com …

Set-based state estimation and fault diagnosis using constrained zonotopes and applications

BS Rego - arXiv preprint arXiv:2306.07369, 2023 - arxiv.org
This doctoral thesis develops new methods for set-based state estimation and active fault
diagnosis (AFD) of (i) nonlinear discrete-time systems,(ii) discrete-time nonlinear systems …

Increasing Reliability of Legged Robots in the Presence of Uncertainty

NJ Kong - 2022 - search.proquest.com
Legged robots have the potential to traverse a wide variety of environments, but are
currently too unreliable to use in mission critical settings. A major factor that hinders the …

State estimation of aerial vehicles flying near the ground

ACB Chiella - 2019 - repositorio.ufmg.br
Autonomous vehicles represent an enormous technological advance. Nevertheless, the
road toward a completely autonomous vehicle platform is still being drawn, containing …

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BS Rego