Input-to-State Stabilization of Stochastic Markovian Jump Systems Under Communication Constraints: Genetic Algorithm-Based Performance Optimization

• Published in: IEEE transactions on cybernetics Vol. 52; no. 10; pp. 10379 - 10392
• Main Authors: Chen, Bei, Niu, Yugang, Liu, Hongjian
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.10.2022; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Attenuation; Chains; Communication; Communication scheduling protocol; Compensators; Controllers; Delay effects; Fading; Fading channels; Feedback control; genetic algorithm (GA); Genetic algorithms; Markov chains; Markovian jump systems; Optimization; Protocols; Rice fading channel; Sensors; Sliding mode control; Stabilization; Time lag; Uncertain systems; Wireless networks; Wireless sensor networks
• ISSN: 2168-2267; 2168-2275; 2168-2275
• DOI: 10.1109/TCYB.2021.3066509

This work investigates the stabilization problem of uncertain stochastic Markovian jump systems (MJSs) under communication constraints. To reduce the bandwidth usage, a discrete-time Markovian chain is employed to implement the stochastic communication protocol (SCP) scheduling of the sensor nodes,...