Zonotopic set-membership state estimation for switched systems with restricted switching

Z Fei, L Yang, XM Sun, S Ren - IEEE Transactions on Automatic …, 2021 - ieeexplore.ieee.org
… tion method based on zonotopes is proposed for switched sys… output, an intersection zonotope
is constructed based on mode-… performance for the intersection zonotope is addressed. …

[HTML][HTML] Comparison of guaranteed state estimators for linear time-invariant systems

M Althoff, JJ Rath - Automatica, 2021 - Elsevier
Zonotopes have emerged as a popular set representation since important operations such
… Furthermore, we provide comparisons with ellipsoids and constrained zonotopes as set …

[HTML][HTML] Moving horizon estimation for bounded noises based on the set-membership approach

Z Pan, B Huang, F Liu - Journal of Process Control, 2022 - Elsevier
zonotope technique. An optimization method for computing a tight zonotope enclosure of the
constrained zonotope is … Then the search area is further simplified into an optimal zonotope. …

Active fault detection based on set‐membership approach for uncertain discrete‐time systems

J Wang, Y Shi, M Zhou, Y Wang… - International Journal of …, 2020 - Wiley Online Library
… The main objective of this article is to design an optimal input signal such that the healthy
output zonotope can be separated from the faulty output zonotope for discrete-time systems …

Operational-space wrench and acceleration capability analysis for multi-link cable-driven robots

XJ Sheng, L Tang, XJ Huang, LM Zhu, XY Zhu… - Science China …, 2020 - Springer
… -based iterative method and a simplified capability zonotope to analyze the operational-…
the initial capability zonotope based on the Minkowski sum. In the simplified zonotope capability …

[HTML][HTML] Interval estimation for asynchronously switched positive systems

Z Fei, W Chen, X Zhao - Automatica, 2022 - Elsevier
… to characterize the size of state zonotope and derive linear programming conditions. First, …
zonotope. To be more realistic, the mode-dependent weighted PGR of the resulting zonotope

Dynamic event-triggered fault detection via zonotopic residual evaluation and its application to vehicle lateral dynamics

X Wang, Z Fei, H Yan, Y Xu - IEEE Transactions on Industrial …, 2020 - ieeexplore.ieee.org
… The purpose of this article is to design an optimal FDO and zonotope-based residual …
To be more specific, one needs to design dynamic ETM in (3), FDO in (7), and zonotopebased …

Reachability-based Control Synthesis under Signal Temporal Logic Specifications

W Ren, R Jungers - 2022 American Control Conference (ACC), 2022 - ieeexplore.ieee.org
… Since each generated zonotope may intersect with its neighbour zonotopes or the
boundaries of the state space, we can check the relation of the boundaries of all generated …

Constrained feedforward neural network training via reachability analysis

LK Chung, A Dai, D Knowles, S Kousik… - arXiv preprint arXiv …, 2021 - arxiv.org
… Since the intersection of constrained zonotopes is also a constrained zonotope as in (7), we
can use this emptiness check to enforce collisionavoidance (ie, non-intersection) constraints…

[HTML][HTML] NNV: the neural network verification tool for deep neural networks and learning-enabled cyber-physical systems

HD Tran, X Yang, D Manzanas Lopez, P Musau… - … on Computer Aided …, 2020 - Springer
This paper presents the Neural Network Verification (NNV) software tool, a set-based
verification framework for deep neural networks (DNNs) and learning-enabled cyber-physical …