398 citations · 620 across the 43 of their papers we have counts for
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Optimal Unbiased Linear Sensor Fusion over Multiple Lossy Channels with Collective Observability
Yuchi Wu, Kemi Ding, Yuzhe Li +1
In this paper, we consider optimal linear sensor fusion for obtaining a remote state estimate of a linear process based on the sensor data transmitted over lossy channels. There is…
Privacy-Preserving Push-sum Average Consensus via State Decomposition
Xiaomeng Chen, Lingying Huang, Kemi Ding +2
Average consensus is extensively used in distributed networks for computation and control, where all the agents constantly communicate with each other and update their states in or…
Learning Hidden Markov Models for Linear Gaussian Systems with Applications to Event-based State Estimation
Kaikai Zheng, Dawei Shi, Ling Shi
This work attempts to approximate a linear Gaussian system with a finite-state hidden Markov model (HMM), which is found useful in solving sophisticated event-based state estimatio…
Stochastic Event-based Sensor Schedules for Remote State Estimation in Cognitive Radio Sensor Networks
Lingying Huang, Jiazheng Wang, Enoch Kung +3
We consider the problem of communication allocation for remote state estimation in a cognitive radio sensor network~(CRSN). A sensor collects measurements of a physical plant, and…