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|Title:||A new approach to characterize successive packet losses in stochastic networked systems|
|Citation:||IEEE Transactions on Systems Man and Cybernetics: Systems, 2018; OnlinePubl:1-9|
|Publisher:||Institute of Electrical and Electronics Engineers|
|Zhipei Hu, Feiqi Deng, Peng Shi and Cheng-Chew Lim|
|Abstract:||In this paper, we discuss the modeling and stabilization problems for a class of discrete-time stochastic networked systems (DSNSs) subject to successive packet losses. The system under consideration is transformed into a stochastic one with bounded stochastic delay. Considering that the stochastic delay is characterized by nonuniform distribution, a new equivalent model is then constructed that enables the DSNS’s controller design to benefit from knowing the probability characteristic of packet losses. Specially, to verify this feature, the probabilities of the delay can be explicitly obtained by utilizing the formula of total probability, which is critical to model transformation and analyze practical problems that exist in DSNSs. Based on the proposed model, sufficient conditions are established under which the globally mean-square asymptotic stability of resulting stochastic delay closed-loop system is guaranteed, and a delay-distribution-dependent design procedure is then proposed. A numerical example with simulation is provided to validate the analytical results and demonstrate the effectiveness of the design procedure.|
|Keywords:||Discrete-time stochastic systems; networked systems; nonuniform distribution; successive packet losses; timedelay systems|
|Rights:||c 2018 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission.|
|Appears in Collections:||Electrical and Electronic Engineering publications|
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