Search Results - "Eising, Jaap"
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Data Informativity: A New Perspective on Data-Driven Analysis and Control
Published in IEEE transactions on automatic control (01-11-2020)“…The use of persistently exciting data has recently been popularized in the context of data-driven analysis and control. Such data have been used to assess…”
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A Simple Answer to Gelfand’s Question
Published in The American mathematical monthly (01-03-2015)“…Using elementary techniques, a question named after the famous Russian mathematician I. M. Gelfand is answered. This concerns the leading (i.e., most…”
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Informativity of noisy data for structural properties of linear systems
Published in Systems & control letters (01-12-2021)“…This paper deals with developing tests for checking whether an unknown system has certain structural properties. The tests that we are aiming at are in terms…”
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4
On eigenvectors of convex processes in non-pointed cones
Published in Journal of mathematical analysis and applications (15-09-2022)“…Spectral analysis of convex processes has led to many results in the analysis of differential inclusions with a convex process. In particular the…”
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5
When Sampling Works in Data-driven Control: Informativity for Stabilization in Continuous Time
Published in IEEE transactions on automatic control (02-08-2024)“…This paper introduces a notion of data informativity for stabilization tailored to continuous-time signals and systems. We establish results comparable to…”
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A Behavioral Approach to Data-Driven Control With Noisy Input-Output Data
Published in IEEE transactions on automatic control (01-02-2024)“…This paper deals with data-driven stability analysis and feedback stabilization of linear input-output systems in auto-regressive (AR) form. We assume that…”
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7
Data Informativity for Analysis of Linear Systems With Convex Conic Constraints
Published in IEEE control systems letters (2022)“…This letter studies the informativity problem for reachability and null-controllability of constrained systems. To be precise, we will focus on an unknown…”
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8
Cautious optimization via data informativity
Published 15-07-2023“…This paper deals with the problem of accurately determining guaranteed suboptimal values of an unknown cost function on the basis of noisy measurements. We…”
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9
When sampling works in data-driven control: Informativity for stabilization in continuous time
Published 25-01-2023“…This paper introduces a notion of data informativity for stabilization tailored to continuous-time signals and systems. We establish results comparable to…”
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10
Informativity for centralized design of distributed controllers for networked systems
Published 29-07-2022“…Recent work in data-driven control has led to methods that find stabilizing controllers directly from measurements of an unknown system. However, for…”
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11
Online Data-Driven Adaptive Control for Unknown Linear Time-Varying Systems
Published 27-01-2024“…2023 62nd IEEE Conference on Decision and Control (CDC), Singapore, Singapore, 2023, pp. 8775-8780 This paper proposes a novel online data-driven adaptive…”
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12
Informativity of noisy data for structural properties of linear systems
Published 29-10-2020“…This paper deals with developing tests for checking whether an unknown system has certain structural properties. The tests that we are aiming at are in terms…”
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13
Informativity for centralized design of distributed controllers for networked systems
Published in 2022 European Control Conference (ECC) (12-07-2022)“…Recent work in data-driven control has led to methods that find stabilizing controllers directly from measurements of an unknown system. However, for…”
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Conference Proceeding -
14
On reachability and null-controllability of nonstrict convex processes
Published 30-06-2021“…This paper studies reachability and null-controllability for difference inclusions involving convex processes. Such difference inclusions arise, for instance,…”
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15
On eigenvectors of convex processes in non-pointed cones
Published 09-06-2021“…Spectral analysis of convex processes has led to many results in the analysis of differential inclusions with a convex process. In particular the…”
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16
A geometric approach to convex processes: from reachability to stabilizability
Published 09-06-2021“…This paper studies system theoretic properties of the class of difference inclusions of convex processes. We will develop a framework considering eigenvalues…”
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17
On Duality for Lyapunov Functions of Nonstrict Convex Processes
Published in 2020 59th IEEE Conference on Decision and Control (CDC) (14-12-2020)“…This paper provides a novel definition for Lyapunov functions for difference inclusions defined by convex processes. It is shown that this definition reflects…”
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Conference Proceeding -
18
Data informativity for analysis of linear systems with convex conic constraints
Published 03-03-2021“…This paper studies the informativity problem for reachability and null-controllability of constrained systems. To be precise, we will focus on an unknown…”
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19
Decoupling parameter variation from noise: Biquadratic Lyapunov forms in data-driven LPV control
Published 25-03-2024“…A promising step from linear towards nonlinear data-driven control is via the design of controllers for linear parameter-varying (LPV) systems, which are…”
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20
On Duality for Lyapunov Functions of Nonstrict Convex Processes
Published 29-10-2020“…This paper provides a novel definition for Lyapunov functions for difference inclusions defined by convex processes. It is shown that this definition reflects…”
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Journal Article