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Stochastic Channel Allocation for Nonlinear Systems with Markovian Packet Dropout 被引量:1

Stochastic Channel Allocation for Nonlinear Systems with Markovian Packet Dropout
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摘要 This paper addresses a channel scheduling problem for group of dynamically decoupled nonlinear subsystems with actuators connected through digital communication channels and controlled by a centralized controller. Due to the limited communication capacity, only one channel can be activated and hence there is only one pair of sensor and actuator can communicate with the controller at each time instant. In addition, the communication channels are not reliable so Markovian packed dropout is introduced. A predictive control framework is adopted for controller/scheduler co-design to alleviate the performance loss caused by the limited communication capacity. Instead of sending a single control value, the controller sends a sequence of predicted control values to a selected actuator so that there are control input candidates which can be fed to the subsystem when the actuator does not communicate with the controller. A stochastic algorithm is proposed to schedule the usage of the communication medium and sufficient conditions on stochastic stability are given under some mild assumptions.
出处 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2018年第1期22-37,共16页 系统科学与复杂性学报(英文版)
基金 supported by the Energy Innovation Research Programme of Singapore under Grant No.NRF2013EWT-EIRP004-012 Qilu Youth Scholar Discipline Construction Funding from Shandong University the National Natural Science Foundation of China(NSFC)under Grant Nos.61573220,61633014 Projects of Major International(Regional)Joint Research Program NSFC under Grant No.61720106011
关键词 Markovian packet dropout model predictive control networked control systems nonlinear systems 非线性 隧道 随机 系统 学生 数字通讯 分配 控制器
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