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作者:Ju, Yue; Mu, Biqiang; Ljung, Lennart; Chen, Tianshi
作者单位:The Chinese University of Hong Kong, Shenzhen; Shenzhen Research Institute of Big Data; The Chinese University of Hong Kong, Shenzhen; Chinese Academy of Sciences; Academy of Mathematics & System Sciences, CAS; Linkoping University
摘要:Regularized techniques, also named as kernel-based techniques, are the major advances in system identification in the last decade. Although many promising results have been achieved, their theoretical analysis is far from complete and there are still many key problems to be solved. One of them is the asymptotic theory, which is about convergence properties of the model estimators as the sample size goes to infinity. The existing related results for regularized system identification are about t...
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作者:Liang, Xiao; Xu, Juanjuan; Wang, Hongxia; Zhang, Huanshui
作者单位:Linyi University; Shandong University; Shandong University of Science & Technology
摘要:This article considers the decentralized linear-quadratic-Gaussian control problem for discrete-time decentralized system controlled by two players. In this scenario, player 1 shares a unit delayed observations and control inputs with the controller of player 2, whereas due to the limiting capacity, the controller of player 1 cannot obtain the observations and control inputs of player 2, which leads to the asymmetric one-step delay information. It should be emphasized that this structure makes...
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作者:Schiffer, Johannes; Efimov, Denis
作者单位:Universite de Lille; Centrale Lille; Inria; Centre National de la Recherche Scientifique (CNRS); CNRS - Institute for Information Sciences & Technologies (INS2I)
摘要:We present new results for the analysis of global boundedness of state periodic systems. Thereby, we address both the case of systems, whose dynamics is periodic with respect to a part of the state vector, and the case of systems, whose dynamics is periodic with respect to all state variables. To derive the results, the notion of strong Leonov functions is introduced. The main results are complemented by a number of relaxations based on the concept of weak Leonov functions.
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作者:Fabiani, Filippo; Simonetto, Andrea; Goulart, Paul J.
作者单位:IMT School for Advanced Studies Lucca; Institut Polytechnique de Paris; ENSTA Paris; University of Oxford
摘要:We investigate both stationary and time-varying, nonmonotone-generalized Nash equilibrium problems that exhibit symmetric interactions among the agents, which are known to be potential. As may happen in practical cases, however, we envision a scenario in which the formal expression of the underlying potential function is not available, and we design a semidecentralized Nash-equilibrium-seeking algorithm. In the proposed two-layer scheme, a coordinator iteratively integrates possibly noisy and ...
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作者:Li, Hanfeng; Zhang, Xianfu; Xie, Lihua; Liu, Shuai; Liu, Qingrong
作者单位:Shandong University; Nanyang Technological University; Shandong University of Finance & Economics
摘要:This note presents a dynamic gain approach to the event-triggered tracking control for a class of strict-feedback nonlinear systems. A novel shifting function is designed to make the initial tracking error arbitrarily bounded, which significantly relaxes the requirement on the initial tracking error. To achieve the objective that the tracking error does not exceed the constraint after the prespecified finite time, a barrier Lyapunov function and a new reduced-order observer are constructed by ...
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作者:Tavazoei, Mohammad Saleh
作者单位:Sharif University of Technology
摘要:Motivated by the applicability of homomorphically encrypted discrete-time controllers possessing integer state matrices to work in an infinite time horizon, this article deals with the design of such controllers to guarantee that the step response of the control system is monotonic. On the basis of locating the poles of designed controllers at positive Pisot numbers and some of their algebraic conjugates and benefiting from the idea of using nonminimal state-space models, an analytical approac...
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作者:Fu, Junjie; Wen, Guanghui; Yu, Xinghuo
作者单位:Southeast University - China; Royal Melbourne Institute of Technology (RMIT)
摘要:In this article, we consider the safe consensus tracking problem for uncertain second-order nonlinear multiagent systems subject to position, velocity, and input constraints. The agents are required to cooperatively track a desired leader's trajectory while always satisfying their local state and input constraints. Therefore, conflicting objectives may exist for an agent when the desired trajectory violates its local constraints. We propose to solve this problem using a control barrier functio...
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作者:Shen, Ying; Wu, Zheng-Guang; Shi, Peng; Chen, Bo
作者单位:Zhejiang University of Technology; Zhejiang University; Zhejiang Normal University; University of Adelaide
摘要:This article investigates H-infinity control for continuous time Markov jump systems subject to joint input-state constraint and intermittent mode information loss. The considered constraint, which is defined as a quadratic function of the system state and control input, is very general since it covers the input constraint, state constraint, or other constraints for physical quantities of interest. The mode information loss is described by a Bernoulli stochastic process. As a result, the syste...
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作者:Su, Housheng; Yang, Yucheng; Gao, Zhiwei
作者单位:Huazhong University of Science & Technology; Northumbria University
摘要:The robust consensus problem of general linear discrete-time multiagent systems (MASs) suffering both heterogeneous additive stable perturbations and input saturation is discussed in this article via dynamic output feedback combining with the low-gain feedback technique. By using the modified algebraic Riccati equation and unified H-infinity controller design method, an effective output feedback control protocol without controller exchange is constructed for MASs with a directed communication ...
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作者:Xu, Daxing; Chen, Bo; Zhang, Yuchen; Yu, Li
作者单位:Zhejiang University of Technology; Quzhou University
摘要:In this article, we study the distributed fusion estimation problem with energy-constrained sensors in the presence of eavesdroppers, where smart sensors send their local estimates to a remote fusion center. To enhance privacy level, a novel encryption strategy is proposed by establishing an optimization problem, where the optimization objective is constructed by maximizing a combination of the fusion terminal estimation error covariance and the cost of encryption process in finite time domain...