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作者:Stechlinski, Peter; Eisa, Sameh A.; Abdelfattah, Hesham
作者单位:University of Maine System; University of Maine Orono; University System of Ohio; University of Cincinnati; University System of Ohio; University of Cincinnati
摘要:New sensitivity-based methods are developed for determining identifiability and observability of nonsmooth input-output systems. More specifically, lexicographic derivatives are used to construct nonsmooth sensitivity rank condition (SERC) tests, which we call lexicographic SERC (L-SERC) tests. The introduced L-SERC tests are practically implementable, accurate, and analogous to (and indeed recover) their smooth counterparts. To accomplish this, a novel first-order Taylor-like approximation th...
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作者:Hu, Fulong; Zhang, Hai-Tao; Xu, Bowen; Hu, Zhe
作者单位:Huazhong University of Science & Technology; Huazhong University of Science & Technology; Huazhong University of Science & Technology; Huazhong University of Science & Technology; Huazhong University of Science & Technology; Northwestern Polytechnical University
摘要:In this note, a detective matrix-based distributed algorithm is proposed to address a distributed minimum-time consensus prediction problem for discrete-time high-order multiagent systems (MASs). Therein, each agent predicts the consensus value merely using the minimum length of individual and/or neighboring successive position time series. Compared to most existing algorithms that could only predict constant consensus values for first-order linear MASs, the present method could predict consen...
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作者:Lin, Liquan; Huang, Jie
作者单位:Chinese University of Hong Kong
摘要:The data-driven techniques have been developed to deal with the output regulation problem of unknown linear systems by various approaches. In this article, we first extend an existing result from single-input single-output linear systems to multi-input multi-output linear systems. Then, by separating the dynamics used in the learning phase and the control phase, we further propose an improved algorithm that significantly reduces the computational cost and weaken the solvability conditions for ...
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作者:Stoorvogel, Anton A.; Saberi, Ali; Liu, Zhenwei
作者单位:University of Twente; Washington State University; Northeastern University - China
摘要:Originally, protocols were designed for multiagent systems using information about the network which might not be available. Recently, there has been a focus on scale-free synchronization where the protocol is designed without any prior information about the network. As long as the network contains a directed spanning tree, a scale-free protocol guarantees that the network achieves synchronization. If there is no directed spanning tree then synchronization cannot be achieved. But what happens ...
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作者:Kalantarov, Varga K.; Ozsari, Turker; Yilmaz, Kemal Cem
作者单位:Koc University; Ihsan Dogramaci Bilkent University; Izmir Institute of Technology
摘要:In this article, we introduce a finite-dimensional version of backstepping controller design for stabilizing solutions of partial differential equations (PDEs) from boundary. Our controller uses only a finite number of Fourier modes of the state of solution, as opposed to the classical backstepping controller which uses all (infinitely many) modes. We apply our method to the reaction-diffusion equation, which serves only as a canonical example but the method is applicable also to other PDEs wh...
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作者:Yemini, Michal; Nedic, Angelia; Goldsmith, Andrea J.; Gil, Stephanie
作者单位:Bar Ilan University; Arizona State University; Arizona State University-Tempe; Princeton University; Harvard University
摘要:This work focuses on the problem of distributed optimization in multiagent cyberphysical systems, where a legitimate agent's iterates are influenced both by the values it receives from potentially malicious neighboring agents and by its own self-serving target function. We develop a new algorithmic and analytical framework to achieve resilience for the class of problems where stochastic values of trust between agents exist and can be exploited. In this case, we show that convergence to the tru...
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作者:Zhong, Bingzhuo; Liu, Siyuan; Caccamo, Marco; Zamani, Majid
作者单位:Hong Kong University of Science & Technology; Hong Kong University of Science & Technology; Royal Institute of Technology; Technical University of Munich; University of Colorado System; University of Colorado Boulder; University of Munich
摘要:In this note, we present the synthesis of secure-by-construction controllers that address safety and security properties simultaneously in cyber-physical systems. Our focus is on studying a specific security property called opacity, which characterizes the system's ability to maintain plausible deniability of its secret behavior in the presence of an intruder. These controllers are synthesized based on a concept of so-called (augmented) control barrier functions (CBFs). We propose conditions t...
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作者:Behrendt, Gabriel; Longmire, Matthew; Bell, Zachary I.; Hale, Matthew
作者单位:University System of Georgia; Georgia Institute of Technology; State University System of Florida; University of Florida
摘要:In this article, we present an algorithm that drives the outputs of a network of agents to jointly track the solution of a time-varying, strongly convex optimization problem. This algorithm is robust to asynchrony in the agents' operations, namely, first, computations of control inputs, second, linear measurements of network outputs, and third, communications of agents' inputs and outputs. We first show that our distributed asynchronous algorithm converges to the solution of a time-invariant f...
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作者:Gao, Shanshan; Zhang, Shenggui; Chen, Xinzhuang
作者单位:Shanghai University of Electric Power; Northwestern Polytechnical University; Northwestern Polytechnical University; Northwestern Polytechnical University; Yanan University
摘要:For a multiagent system with a directed graph as its interaction topology, the consensus convergence rate is determined by the algebraic connectivity (the smallest real part of nonzero Laplacian eigenvalues) of its underlying network. In this article, the effects of adding weighted edges to a weighted directed path on the algebraic connectivity are investigated. First, it is proved that the Laplacian eigenvalues are only affected by local subgraphs containing the additional edges if some weigh...
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作者:Chen, Ci; Zheng, Zhiyang; Lewis, Frank L.; Xie, Kan; Xie, Shengli
作者单位:Guangdong University of Technology; Guangdong University of Technology; Guangdong University of Technology; Guangdong University of Technology
摘要:We study a solo adaptation-based protocol design problem for distributed synchronization of event-triggered linear multiagent systems (MASs) over general directed graphs. We show that a solo adaptive gain, a locally static control gain matrix, and a distributed state measurement are sufficient for obtaining adaptive distributed synchronization of linear MAS over directed graphs without any prior knowledge of the global communication network. We then extend the solo adaptation structure to form...