Almost sure synchronization for nonlinear complex stochastic networks with Lévy noise
Sign Up to like & getrecommendations! Published in 2018 at "Nonlinear Dynamics"
DOI: 10.1007/s11071-018-4607-1
Abstract: In this paper, almost sure synchronization is developed for a class of nonlinear complex stochastic networks with an adaptive feedback control. This class of networks are characterized under a general framework, including (1) a continuous… read more here.
Keywords: stochastic networks; nonlinear complex; almost sure; sure synchronization ... See more keywords
Convergence of Asynchronous Distributed Gradient Methods Over Stochastic Networks
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2017.2730481
Abstract: We consider distributed optimization problems in which a number of agents are to seek the global optimum of a sum of cost functions through only local information sharing. In this paper, we are particularly interested… read more here.
Keywords: asynchronous distributed; stochastic networks; convergence asynchronous; distributed gradient ... See more keywords
Adaptive Communications for Stochastic Networks
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2017.2685940
Abstract: Wireless networks have crucial needs for increasing efficiency in the spectrum usage. Adaptive communication is a key enabler for enhancing the spectral efficiency (SE) of wireless networks. This paper develops a framework for design and… read more here.
Keywords: stochastic networks; diversity; wireless networks; communications stochastic ... See more keywords
On the Exiting Patterns of Multivariate Renewal-Reward Processes with an Application to Stochastic Networks
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DOI: 10.3390/sym14061167
Abstract: This article is a study of vector-valued renewal-reward processes on Rd. The jumps of the process are assumed to be independent and identically distributed nonnegative random vectors with mutually dependent components, each of which may… read more here.
Keywords: application; reward processes; patterns multivariate; exiting patterns ... See more keywords