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作者:Poveda, Jorge, I; Krstic, Miroslav
作者单位:University of Colorado System; University of Colorado Boulder; University of California System; University of California San Diego
摘要:This article introduces a new class of nonsmooth extremum seeking controllers (ESCs) with convergence bounds given by class-KL functions that have a uniformly bounded settling time. These ESCs are characterized by nominal average systems that render uniformly globally fixed-time stable (UGFxTS), the set of minimizers of the response map of a stable nonlinear plant. Given that, under suitable tuning of the parameters of the controllers, the ESCs inherit the convergence properties of their avera...
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作者:Furtat, Igor; Fridman, Emilia
作者单位:Russian Academy of Sciences; Tel Aviv University
摘要:A novel control law is proposed to attenuate the influence of bounded disturbances and measurement noises for plants with vector output and sector-bounded nonlinearities. The control law is based on the estimation of measurement noises. Differently from the existing results, the ultimate bound of the closed-loop system depends only on one component of the noise vector (as well as on the disturbance). The proposed control law is extended to systems with uncertain input and output delays. The in...
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作者:Gao, Bolin; Pavel, Lacra
作者单位:University of Toronto
摘要:We consider concave continuous-kernel games characterized by monotonicity properties and propose discounted mirror descent type dynamics. We introduce two classes of dynamics whereby the associated mirror map is constructed based on a strongly convex or a Legendre regularizer. Depending on the properties of the regularizer, we show that these new dynamics can converge asymptotically in concave games with merely monotone (negative) pseudogradient. Furthermore, we show that when the regularizer ...
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作者:Jin, Li; Cicic, Mladen; Johansson, Karl H.; Amin, Saurabh
作者单位:Shanghai Jiao Tong University; Shanghai Jiao Tong University; New York University; New York University Tandon School of Engineering; Royal Institute of Technology; Massachusetts Institute of Technology (MIT); Massachusetts Institute of Technology (MIT)
摘要:Platooning of connected and autonomous vehicles (CAVs) has a significant potential for throughput improvement. However, the interaction between CAVs and non-CAVs may limit the practically attainable improvement due to platooning. To better understand and address this limitation, we introduce a new fluid model of mixed-autonomy traffic flow and use this model to analyze and design platoon coordination strategies. We propose a tandem-link fluid model that considers randomly arriving platoons sha...
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作者:Cai, Xiushan; Diagne, Mamadou
作者单位:Hubei Normal University; Zhejiang Normal University; Rensselaer Polytechnic Institute
摘要:We consider the boundary control of a nonlinear ordinary differential equation (ODE) actuated through a wave equation whose propagation speed is spatially varying. The ODE state is driven by the uncontrolled boundary of the wave equation. We design a nonlinear backstepping compensator to enable global asymptotic stability of the closed-loop system. We deduce the controller design and the stability proof by introducing a two-step backstepping transformation. The first transformation recasts the...
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作者:Joo, Youngjun; Qu, Zhihua; Namerikawa, Toru
作者单位:LG Corporation; LG Electronics; State University System of Florida; University of Central Florida; Keio University
摘要:In this article, we propose an attack-resilient control structure for a cyber-physical system (CPS) to enhance the CPS security against stealthy system integrity attacks that manipulate the state of the physical plant while undetected. With the help of nonlinear encoding/decoding components, the proposed structure can detect stealthy attacks and preserve the nominal performance without considering attacks. Meanwhile, for avoiding the eavesdropping of transmitted signals used to synchronize enc...
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作者:Zhao, Zheng; Karvonen, Toni; Hostettler, Roland; Sarkka, Simo
作者单位:Aalto University; Alan Turing Institute; Uppsala University
摘要:This article is concerned with Gaussian filtering in nonlinear continuous-discrete state-space models. We propose a novel Taylor moment expansion (TME) Gaussian filter, which approximates the moments of the stochastic differential equation with a temporal Taylor expansion. Differently from classical linearization or Ito-Taylor approaches, the Taylor expansion is formed for the moment functions directly and in time variable, not by using a Taylor expansion on the nonlinear functions in the mode...
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作者:Liu, Dongyi; Wang, Qingcong; Xu, Genqi
作者单位:Tianjin University
摘要:This article is concerned with the controller design for distributed parameter systems with time delays in the boundary. An implementable control law is presented in light of a state predictor, and a feasible calculation scheme of this control law is provided based on the adjoint theory. The resulting closed-loop system is proved to be exponentially stable. As an application, a one-dimensional Schrodinger equation with a delay input is introduced and the numerical simulation verifies the feasi...
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作者:Yang, Xusheng; Zhang, Wen-An; Yu, Li; Shi, Ling
作者单位:Zhejiang University of Technology; Hong Kong University of Science & Technology
摘要:This article studies the performance evaluation of distributed linear regression Kalman filtering fusion for nonlinear systems. Sufficient conditions are established for the convergence of the centralized fusion (CF) under the assumption of bounded estimation error covariance, and a measure of performance is derived from the convergence conditions. By the performance analysis, it can be found that the CF has a better performance than the distributed fusion with feedback, especially at the begi...
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作者:van den Boom, Ton J. J.; De Schutter, Bart
作者单位:Delft University of Technology
摘要:The class of max-plus-linear systems can model discrete event systems with synchronization but no choice. Model mismatch and/or disturbances can be characterized as stochastic uncertainties. In stochastic max-plus-linear systems one often needs to compute the expectation of a max-plus-scaling (MPS) function or the chance constraint of a MPS function. The algorithms available in literature are either computationally too expensive or only give an approximation. In this article, we derive an anal...