Sliding Mode Observer Design for Discrete Nonlinear Time-delay Systems with Stochastic Communication Protocol
In this paper, the network-based sliding mode observer is investigated for a class of discrete nonlinear time-delay systems with stochastic communication protocol. The stochastic communication protocol is adopted to regulate the transmission order of the measurements from multiple sensor nodes, whic...
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Published in | International journal of control, automation, and systems Vol. 17; no. 7; pp. 1666 - 1676 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
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Bucheon / Seoul
Institute of Control, Robotics and Systems and The Korean Institute of Electrical Engineers
01.07.2019
Springer Nature B.V 제어·로봇·시스템학회 |
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Abstract | In this paper, the network-based sliding mode observer is investigated for a class of discrete nonlinear time-delay systems with stochastic communication protocol. The stochastic communication protocol is adopted to regulate the transmission order of the measurements from multiple sensor nodes, which could effectively avoid data collisions. Under the scheduling of communication protocol, only one sensor node is allowed to get access to the shared communication network at each time step for data transmission. Moreover, the stochastic communication protocol is governed by a Markov chain, which converts the protocol-constrained system into a Markovian jump system. It is the purpose to design a sliding mode observer such that, with the stochastic communication protocol, the trajectories of the estimation error system are driven into a band of the sliding surface and, in subsequent time, the sliding motion is mean-square asymptotically stable. By solving a minimization problem, the sufficient conditions for the desired sliding mode observer are established. Finally, an illustrative example is given to demonstrate the effectiveness of the proposed algorithm. |
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AbstractList | In this paper, the network-based sliding mode observer is investigated for a class of discrete nonlineartime-delay systems with stochastic communication protocol. The stochastic communication protocol is adopted toregulate the transmission order of the measurements from multiple sensor nodes, which could effectively avoid datacollisions. Under the scheduling of communication protocol, only one sensor node is allowed to get access to theshared communication network at each time step for data transmission. Moreover, the stochastic communicationprotocol is governed by a Markov chain, which converts the protocol-constrained system into a Markovian jumpsystem. It is the purpose to design a sliding mode observer such that, with the stochastic communication protocol,the trajectories of the estimation error system are driven into a band of the sliding surface and, in subsequent time,the sliding motion is mean-square asymptotically stable. By solving a minimization problem, the sufficient conditions for the desired sliding mode observer are established. Finally, an illustrative example is given to demonstratethe effectiveness of the proposed algorithm. KCI Citation Count: 10 In this paper, the network-based sliding mode observer is investigated for a class of discrete nonlinear time-delay systems with stochastic communication protocol. The stochastic communication protocol is adopted to regulate the transmission order of the measurements from multiple sensor nodes, which could effectively avoid data collisions. Under the scheduling of communication protocol, only one sensor node is allowed to get access to the shared communication network at each time step for data transmission. Moreover, the stochastic communication protocol is governed by a Markov chain, which converts the protocol-constrained system into a Markovian jump system. It is the purpose to design a sliding mode observer such that, with the stochastic communication protocol, the trajectories of the estimation error system are driven into a band of the sliding surface and, in subsequent time, the sliding motion is mean-square asymptotically stable. By solving a minimization problem, the sufficient conditions for the desired sliding mode observer are established. Finally, an illustrative example is given to demonstrate the effectiveness of the proposed algorithm. |
Author | Guo, Jun Ma, Lifeng Chen, Shuai |
Author_xml | – sequence: 1 givenname: Shuai orcidid: 0000-0002-0147-6081 surname: Chen fullname: Chen, Shuai email: chenshuai@njust.edu.cn organization: School of Automation, Nanjing University of Science and Technology – sequence: 2 givenname: Jun surname: Guo fullname: Guo, Jun organization: School of Automation, Nanjing University of Science and Technology – sequence: 3 givenname: Lifeng surname: Ma fullname: Ma, Lifeng organization: School of Automation, Nanjing University of Science and Technology |
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SubjectTerms | Aircraft Aircraft control Algorithms CCD cameras Communication Communication channels Communications systems Control Control stability Control systems design Data transmission Disturbance observers Dwell time Engineering Inspection Markov chains Mechatronics Motion control Motion stability Nonlinear systems Protocol Robot dynamics Robotics Robots Sliding mode control Stability analysis Switching Time delay systems Tracking errors Trajectory analysis Twisting Ultrasonic testing 제어계측공학 |
Title | Sliding Mode Observer Design for Discrete Nonlinear Time-delay Systems with Stochastic Communication Protocol |
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