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作者:Hou, Baoyu
作者单位:Qingdao University
摘要:on temporally switching networks, this article studies the qualitative and quantitative influences of time parameters on network controllability. In particular, this article presents a necessary and sufficient condition under which the network controllability must take into account time parameters. For the time parameters that never participate in determining network controllability, a more concise expression of controllability criterion is derived. From the perspective of input matrix formula...
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作者:Meng, Deyuan
作者单位:Beihang University; Beihang University
摘要:The control approaches generally resort to the tools from the mathematics, but whether and how the mathematics can benefit from the control approaches is unclear. This article aims to bring the control design idea into the mathematics by providing an observer-based iterative method that focuses on solving linear algebraic equations (LAEs). An inherent relationship is revealed between the problem-solving of LAEs and the design of observer-based control systems, with which the iterative method f...
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作者:Yan, Jiaqi; Yang, Xu; Mo, Yilin; You, Keyou
作者单位:Tsinghua University
摘要:This article studies the distributed state estimation in sensor network, where m sensors are deployed to infer the n-dimensional state of a linear time-invariant Gaussian system. By a lossless decomposition of the optimal steady-state Kalman filter, we show that the problem of distributed estimation can be reformulated as that of the synchronization of homogeneous linear systems. Based on such decomposition, a distributed estimator is proposed, where each sensor node runs a local filter using ...
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作者:Katiyar, Atul; Roy, Sayan Basu; Bhasin, Shubhendu
作者单位:Mahatma Jyotiba Phule Rohilkhand University; Indraprastha Institute of Information Technology Delhi; Indian Institute of Technology System (IIT System); Indian Institute of Technology (IIT) - Delhi
摘要:This article addresses the problem of adaptive observer design for multi-input multioutput linear time-invariant plants, under the effects of bounded disturbances in the system dynamics and the output, without requiring the persistence of excitation (PE) condition for parameter convergence. A switched robust adaptive observer is proposed, based on initial excitation, a milder condition as compared to PE in terms of excitation requirement and online verifiability. The unknown initial condition ...
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作者:Limebeer, David J. N.; Farshi, Farhang Haddad; Ober-Blobaum, Sina
作者单位:University of Witwatersrand; Autonomous University of Barcelona; University of Paderborn
摘要:In previous work a variational integration scheme for mechanical systems containing linear dissipation was developed (Limebeer et al., 2020). The key idea is to use a transmission line as the solution to a power-balancing control problem-in the physics literature controllers of this type are known as heat baths. The power-balanced closed-loop system is thereby made amenable to analysis with Hamilton's principle. As a consequence, variational principles can be used to find symplectic integratio...
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作者:Li, Yinan; Sun, Zhibing; Liu, Jun
作者单位:University of Waterloo
摘要:This article proposes a specification-guided framework for control of nonlinear systems with linear temporal logic (LTL) specifications. In contrast with well-known abstraction-based methods, the proposed framework directly characterizes the winning set, i.e., the set of initial conditions from which a given LTL formula can be realized, over the continuous state space of the system via a monotonic operator. Following this characterization, an algorithm is proposed to practically approximate th...
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作者:Jiao, Junjie; Trentelman, Harry L.; Camlibel, M. Kanat
作者单位:Technical University of Munich; University of Groningen
摘要:This article investigates the H-2 and H-8. suboptimal distributed filtering problems for continuous-time linear systems. We consider a linear system monitored by a number of filters, where each of the filters receive only part of the measured output of the system. Each filter can communicate with the other filters according to a priori given strongly connected weighted directed graph. The aim is to design filter gains that guarantee the H-2 or H-8. norm of the transfer matrix from the disturba...
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作者:Romao, Licio; Papachristodoulou, Antonis; Margellos, Kostas
作者单位:University of Oxford
摘要:We revisit the so-called sampling and discarding approach used to quantify the probability of constraint violation of a solution to convex scenario programs when some of the original samples are allowed to be discarded. Motivated by two scenario programs that possess analytic solutions and the fact that the existing bound for scenario programs with discarded constraints is not tight, we analyze a removal scheme that consists of a cascade of optimization problems, where, at each step, we remove...
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作者:Yang, Xinrong; Li, Haitao
作者单位:Shandong Normal University
摘要:This article analyzes the stability of probabilistic Boolean networks (PBNs) with switching discrete probability distribution (DPD). First, the dynamics of PBNs with switching DPD is converted to an algebraic form by using the semitensor product of matrices. Second, based on the algebraic form, two essential concepts, that is, expectation of number of trajectories (ENT) and state expectation matrix, are proposed. Third, some criteria are presented for the finite-time stability and asymptotical...
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作者:Vaquero, Miguel; Mestres, Pol; Cortes, Jorge
作者单位:IE University; University of California System; University of California San Diego
摘要:This article proposes a methodology for discretizing accelerated optimization flows while retaining their convergence properties. Inspired by the success of resource-aware control in developing efficient closed-loop feedback implementations on digital systems, we view the last sampled state of the system as the resource to be aware of. We illustrate our design methodology for discretization on a newly introduced continuous-time dynamics, the heavy-ball dynamics with displaced gradient. Our alg...