2 papers
eess.SY2026
Distributed adaptive estimation for stochastic large regression models
Die Gan, Siyu Xie, Zhixin Liu +1
This paper studies the distributed adaptiveestimation problems for stochastic large regression modelswith an infinite number of parameters. By constructing a re-cursive local cost…
eess.SY2024
Stability analysis of distributed Kalman filtering algorithm for stochastic regression model
Siyu Xie, Die Gan, Zhixin Liu
In this paper, a distributed Kalman filtering (DKF) algorithm is proposed based on a diffusion strategy, which is used to track an unknown signal process in sensor networks coopera…