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eess.SY2021★ 1 cited
Distributed System Identification for Linear Stochastic Systems with Binary Sensors
Kewei Fu, Han-Fu Chen, Wenxiao Zhao
The problem of distributed identification of linear stochastic system with unknown coefficients over time-varying networks is considered. For estimating the unknown coefficients, e…
eess.SY2019
Sparse System Identification for Stochastic Feedback Control Systems
Wenxiao Zhao, George G. Yin, Er-Wei Bai
Focusing on identification, this paper develops techniques to reconstruct zero and nonzero elements of a sparse parameter vector of a stochastic dynamic system under feedback contr…
eess.SY2018
Subgradient-Free Stochastic Optimization Algorithm for Non-smooth Convex Functions over Time-Varying Networks
Yinghui Wang, Wenxiao Zhao, Yiguang Hong +1
In this paper we consider a distributed stochastic optimization problem without the gradient/subgradient information for the local objective functions, subject to local convex cons…