5 citations · 12 across the 13 of their papers we have counts for
4 papers · 1 filter
Recursive Network Estimation From Binary-Valued Observation Data
Yu Xing, Xingkang He, Haitao Fang +1
This paper studies the problem of recursively estimating the weighted adjacency matrix of a network out of a temporal sequence of binary-valued observations. The observation sequen…
Distributed Design of Robust Kalman Filters over Corrupted Channels
Xingkang He, Karl Henrik Johansson, Haitao Fang
We study distributed filtering for a class of uncertain systems over corrupted communication channels. We propose a distributed robust Kalman filter with stochastic gains, through…
Network Weight Estimation for Binary-Valued Observation Models
Yu Xing, Xingkang He, Haitao Fang +1
This paper studies the estimation of network weights for a class of systems with binary-valued observations. In these systems only quantized observations are available for the netw…
Asymptotic Properties of Distributed Social Sampling Algorithm
Qian Liu, Xingkang He, Haitao Fang
Social sampling is a novel randomized message passing protocol inspired by social communication for opinion formation in social networks. In a typical social sampling algorithm, ea…