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作者:Habibi, Hamed; Fernando, Tyrone; Darouach, Mohamed
作者单位:University of Western Australia; Curtin University; Universite de Lorraine; Universite de Lorraine
摘要:In this article, a functional observer for continuous systems with sampled measurement is designed for a class of nonlinear systems, operating under unknown inputs, and the existence conditions are derived. The nonlinear function, as a function of full states, is decomposed to Lipschitz term and an unknown one. The stability and boundedness of the estimation dynamics are analyzed and accordingly, the design procedure is formulated as a linear matrix inequality problem. Moreover, the design alg...
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作者:Li, Nan; Zhang, Kaixiang; Li, Zhaojian; Srivastava, Vaibhav; Yin, Xiang
作者单位:Auburn University System; Auburn University; Michigan State University; Michigan State University; Shanghai Jiao Tong University; Shanghai Jiao Tong University
摘要:Cloud computing creates new possibilities for control applications by offering powerful computation and storage capabilities. In this article, we propose a novel cloud-assisted model predictive control (MPC) framework in which we systematically fuse a cloud MPC that leverages the computing power of the cloud to compute optimal control based on a high-fidelity nonlinear model (thus, more accurate) but is subject to communication delays with a local MPC that relies on simplified linear dynamics ...
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作者:Aleksandrov, Alexander; Fradkov, Alexander; Semenov, Aleksandr
作者单位:Saint Petersburg State University; Russian Academy of Sciences
摘要:The problem of the equidistant deployment of mobile agents on a line segment is studied. It is assumed that agent dynamics are modeled by linear second-order models. Two types of control protocols are studied: with and without relative velocity measurements. For any positive damping coefficient of agents, we propose a control protocol that ensures the achievement of the control goal and possesses robustness for any communication delays and any switching topology. The designed multiagent system...
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作者:Li, Zhipeng; Marelli, Damian; Fu, Minyue; Zhang, Huanshui
作者单位:University of Newcastle; Shandong University
摘要:We investigate the linear quadratic Gaussian-Stackelberg game under a class of nested observation information patterns. The follower uses its observation data to design its strategy, whereas the leader implements its strategy using global observation data. We show that the solution requires solving a new type of forward-backward stochastic differential equation, whose drift components contain two conditional expectation terms associated with the adjoint variables. We then propose a method to f...
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作者:Han, Hyejin; Maghenem, Mohamed; Sanfelice, Ricardo G.
作者单位:University of California System; University of California Santa Cruz; Communaute Universite Grenoble Alpes; Institut National Polytechnique de Grenoble; Universite Grenoble Alpes (UGA); Centre National de la Recherche Scientifique (CNRS)
摘要:In this article, we propose sufficient conditions to guarantee that a linear temporal logic formula of the form p Until q, denoted by p Uq, is satisfied for a hybrid system. Roughly speaking, the formula p Uq is satisfied means that the solutions, initially satisfying proposition p, keep satisfying this proposition until proposition q is satisfied. To certify such a formula, connections to invariance notions-specifically, conditional invariance and eventual conditional invariance-as well as fi...
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作者:Karabag, Mustafa O.; Ornik, Melkior; Topcu, Ufuk
作者单位:University of Texas System; University of Texas Austin; University of Illinois System; University of Illinois Urbana-Champaign; University of Illinois System; University of Illinois Urbana-Champaign; University of Texas System; University of Texas Austin; University of Texas System; University of Texas Austin
摘要:Deception is a useful tool in situations where an agent operates in the presence of its adversaries. We consider a setting where a supervisor provides a reference policy to an agent, expects the agent to operate in an environment by following the reference policy, and partially observes the agent's behavior. The agent instead follows a different deceptive policy to achieve a different task. We model the environment with a Markov decision process and study the synthesis of optimal deceptive pol...
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作者:Sadamoto, Tomonori
作者单位:University of Electro-Communications - Japan
摘要:This study shows that the informativity for the identification of partially observable systems is equivalent to that for designing dynamical measurement-feedback stabilizers. This finding is entirely different from the input-state case, where the direct data-driven design of state-feedback stabilizers requires less informativity than system identification. We derive the equivalence between the two types of informativity based on a newly introduced vector autoregressive with exogenous input (VA...
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作者:Xing, Yu; He, Xingkang; Fang, Haitao; Johansson, Karl Henrik
作者单位:Royal Institute of Technology; Chinese Academy of Sciences; Academy of Mathematics & System Sciences, CAS; Chinese Academy of Sciences; University of Chinese Academy of Sciences, CAS
摘要:This article studies how to estimate the weighted adjacency matrix of a network out of the state sequence of a model with binary-valued states, by using a recursive algorithm. In the considered system, agents display and exchange these binary-valued states generated from intrinsic quantizers. It is shown that stability of the model and identifiability of the system parameters can be guaranteed under continuous random noise. Under standard Gaussian noise, the problem of estimating the real-valu...
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作者:Chapman, Margaret P. P.; Fauss, Michael; Smith, Kevin M. M.
作者单位:University of Toronto; Princeton University; Tufts University
摘要:The popularity of Conditional Value-at-Risk (CVaR), a risk functional from finance, has been growing in the control systems community due to its intuitive interpretation and axiomatic foundation. We consider a nonstandard optimal control problem in which the goal is to minimize the CVaR of a maximum random cost subject to a Borel-space Markov decision process. The objective represents the maximum departure from a desired operating region averaged over a given fraction of the worst cases. This ...
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作者:Tavazoei, Mohammad Saleh
作者单位:Sharif University of Technology
摘要:It is known that discrete-time controllers, whose state matrices have no noninteger element, are beneficial in homomorphic-based encrypted control systems. Nevertheless, it has been recently shown that possessing state matrices with integer elements usually yields unstable discrete-time controllers. In this article, we investigate the problem from a nonminimality perspective. It is shown that nonminimal realizations, in comparison to minimal ones, can theoretically provide a wider framework to...