1 citations · 2 across the 5 of their papers we have counts for
5 papers
Convergence Analysis of Weighted Median Opinion Dynamics with Higher-Order Effects
Lingrui Chen, Xu Zhang, Fanpeng Song +3
The weighted median mechanism provides a robust alternative to weighted averaging in opinion dynamics. Existing models, however, are predominantly formulated on pairwise interactio…
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…
Convergence Analysis of Weighted-Median Opinion Dynamics with Prejudice
Ruichang Zhang, Zhixin Liu, Ge Chen +1
The Friedkin-Johnsen (FJ) model introduces prejudice into the opinion evolution and has been successfully validated in many practical scenarios; however, due to its weighted averag…
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…
Distributed Least Squares Algorithm for Continuous-time Stochastic Systems Under Cooperative Excitation Condition
Xinghua Zhu, Zhixin Liu
In this paper, we study the distributed adaptive estimation problem of continuous-time stochastic dynamic systems over sensor networks where each agent can only communicate with it…