کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
696435 | 890337 | 2010 | 13 صفحه PDF | دانلود رایگان |
![عکس صفحه اول مقاله: Stochastic consensus over noisy networks with Markovian and arbitrary switches Stochastic consensus over noisy networks with Markovian and arbitrary switches](/preview/png/696435.png)
This paper considers stochastic consensus problems over lossy wireless networks. We first propose a measurement model with a random link gain, additive noise, and Markovian lossy signal reception, which captures uncertain operational conditions of practical networks. For consensus seeking, we apply stochastic approximation and derive a Markovian mode dependent recursive algorithm. Mean square and almost sure (i.e., probability one) convergence analysis is developed via a state space decomposition approach when the coefficient matrix in the algorithm satisfies a zero row and column sum condition. Subsequently, we consider a model with arbitrary random switching and a common stochastic Lyapunov function technique is used to prove convergence. Finally, our method is applied to models with heterogeneous quantizers and packet losses, and convergence results are proved.
Journal: Automatica - Volume 46, Issue 10, October 2010, Pages 1571–1583