Gaussian-Beta Filters With Unknown Probability of Measurement Loss

Gaussian-Beta Filters With Unknown Probability of Measurement Loss

Data loss is ubiquitous in practical engineering applications due to communication delay or congestion. Data loss rate is a key metric to evaluate the reliability of state estimation. To jointly estimate system state and data loss rate, we propose a class of Gaussian-Beta filters for linear and mode...

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Bibliographic Details
Main Authors: Guanghua Zhang, Feng Lian, Linghao Zeng, Na Fu, Shasha Dai, Xinqiang Liu
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
State-space model
measurement loss
threshold technology
Gaussian-Beta filter
Online Access:https://ieeexplore.ieee.org/document/9931673/

Internet

https://ieeexplore.ieee.org/document/9931673/

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