Search Results for author: Siyu Xie

Found 2 papers, 0 papers with code

Stability of FFLS-based diffusion adaptive filter under a cooperative excitation condition

no code implementations10 Oct 2023 Die Gan, Siyu Xie, Zhixin Liu, Jinhu Lv

In this paper, we consider the distributed filtering problem over sensor networks such that all sensors cooperatively track unknown time-varying parameters by using local information.

Convergence of a Distributed Least Squares

no code implementations25 Dec 2019 Siyu Xie, Yaqi Zhang, Lei Guo

In this paper, we consider a least-squares (LS)-based distributed algorithm build on a sensor network to estimate an unknown parameter vector of a dynamical system, where each sensor in the network has partial information only but is allowed to communicate with its neighbors.

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