2 papers
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…
eess.SY2023
Stability of FFLS-based diffusion adaptive filter under a cooperative excitation condition
Die Gan, Siyu Xie, Zhixin Liu +1
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 informati…