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This paper proposes a new framework and several results to quantify the performance of data-driven state-feedback controllers for linear systems against targeted perturbations of the training data. We focus on the case where subsets of the…

系统与控制 · 电气工程与系统科学 2019-12-24 Rajasekhar Anguluri , Abed AlRahman Al Makdah , Vaibhav Katewa , Fabio Pasqualetti

We consider a standard discrete-time event-triggered control setting by which a scheduler collocated with the plant's sensors decides when to transmit sensor data to a remote controller collocated with the plant's actuators. When the…

最优化与控制 · 数学 2023-10-27 Duarte J. Antunes , J. P. Hespanha

We consider here systems with piecewise linear dynamics that are periodically sampled with a given period {\tau} . At each sampling time, the mode of the system, i.e., the parameters of the linear dynamics, can be switched, according to a…

计算机科学中的逻辑 · 计算机科学 2011-11-15 Laurent Fribourg , Bertrand Revol , Romain Soulat

This paper is concerned with the design of optimal control for finite-dimensional control-affine nonlinear dynamical systems. We introduce an optimal control problem that specifically optimizes nonlinear observability in addition to…

系统与控制 · 计算机科学 2017-08-03 Atiye Alaeddini , Kristi A. Morgansen , Mehran Mesbahi

Finite-time optimal feedback control for flow networks under information constraints is studied. By utilizing the framework of multi-parametric linear programming, it is demonstrated that when cost/constraints can be modeled or approximated…

系统与控制 · 计算机科学 2019-09-24 Saeid Jafari , Ketan Savla

In this paper, we derive a version of the Pontryagin maximum principle for general finite-dimensional nonlinear optimal sampled-data control problems. Our framework is actually much more general, and we treat optimal control problems for…

最优化与控制 · 数学 2015-12-09 Loïc Bourdin , Emmanuel Trélat

It is a known fact that not all controllable systems can be asymptotically stabilized by a continuous static feedback. Several approaches have been developed throughout the last decades, including time-varying, dynamical and even…

最优化与控制 · 数学 2018-06-25 Pavel Osinenko , Lukas Beckenbach , Stefan Streif

We provide a partially affirmative answer to the following question on robustness of polynomial stability with respect to sampling: ``Suppose that a continuous-time state-feedback controller achieves the polynomial stability of the…

最优化与控制 · 数学 2023-07-31 Masashi Wakaiki

This paper introduces a new framework for analyzing the stability of discrete-time model predictive controllers acting on continuous-time systems. The proposed framework introduces the distinction between discretization time (used to…

系统与控制 · 电气工程与系统科学 2023-10-05 Yaashia Gautam , Marco M. Nicotra

This work deals with the stability analysis of nonlinear sampled-data systems under nonuniform sampling. It establishes novel relationships between the stability property of the exact discrete-time model for a given sequence of (aperiodic)…

系统与控制 · 电气工程与系统科学 2022-09-28 Alexis J. Vallarella , Hernan Haimovich

The performance, reliability, cost, size and energy usage of computing systems can be improved by one or more orders of magnitude by the systematic use of modern control and optimization methods. Computing systems rely on the use of…

系统与控制 · 计算机科学 2017-10-13 Eric C. Kerrigan

In this paper, we present novel convex optimization formulations for designing full-state and output-feedback controllers with sparse actuation that achieve user-specified $\mathcal{H}_2$ and $\mathcal{H}_\infty$ performance criteria. For…

系统与控制 · 电气工程与系统科学 2024-09-17 Vedang M. Deshpande , Raktim Bhattacharya

In this article, we propose optimal discretization of analog filters (or controllers) based on the theory of sampled-data H-infinity control. We formulate the discretization problem as minimization of the H-infinity norm of the error system…

系统与控制 · 计算机科学 2013-08-05 Masaaki Nagahara , Yutaka Yamamoto

This paper deals with the problem of designing a sampled-data state feedback control law for continuous-time linear control systems subject to uniform input quantization. The sampled-data state feedback is designed to ensure the uniform…

系统与控制 · 电气工程与系统科学 2023-07-07 Francesco Ferrante , Sophie Tarbouriech

We consider the problem of designing robust state-feedback controllers for discrete-time linear time-invariant systems, based directly on measured data. The proposed design procedures require no model knowledge, but only a single open-loop…

系统与控制 · 电气工程与系统科学 2020-10-27 Julian Berberich , Anne Romer , Carsten W. Scherer , Frank Allgöwer

Problem of damping of an arbitrary number of linear oscillators under common bounded control is considered. We are looking for a feedback control steering the system to the equilibrium. The obtained control is asymptotically optimal: the…

最优化与控制 · 数学 2016-12-02 Alexander Ovseevich , Aleksey Fedorov

Recent studies have shown that adaptively regulating the sampling rate results in significant reduction in computational resources in embedded software based control. Selecting a uniform sampling rate for a control loop is robust, but…

系统与控制 · 计算机科学 2015-06-30 Rajorshee Raha , Soumyajit Dey , Partha Pratim Chakrabarti , Pallab Dasgupta

In this paper, we study the dynamics of a linear control system with given state feedback control law in the presence of fast periodic sampling at temporal frequency $1/\delta$ ($0 < \delta \ll 1$), together with small white noise…

概率论 · 数学 2021-10-15 Shivam Dhama , Chetan D. Pahlajani

This paper deals with the state estimation of linear time-invariant systems using distributed observers with local sampled-data measurement and aperiodic communication. Each observer agent perceives partial information of the system to be…

系统与控制 · 电气工程与系统科学 2024-06-11 Shimin Wang , Ya-Jun Pan , Martin Guay

We propose experimentally feasible ways to probe universal features of absorbing phase transitions from two different approaches, both based on numerical validations. On one hand, we numerically study a probability distribution of…

统计力学 · 物理学 2018-12-20 Keiichi Tamai , Masaki Sano