7 citations · 10 across the 3 of their papers we have counts for
3 papers
eess.SY2019
Ensemble Consider Kalman Filtering
Tai-shan Lou, Nan-hua Chen, Hua Xiong +2
In this paper, the ensemble consider Kalman filter is proposed to mitigate the negative effects of uncertain parameters in nonlinear dynamic and measurement models. The ensemble Ka…
cs.IT2015★ 7 cited
Desensitized Kalman Filtering with Analytical Gain
Taishan Lou
The possible methodologies to handle the uncertain parameter are reviewed. The core idea of the desensitized Kalman filter is introduced. A new cost function consisting of a poster…
cs.IT2015★ 3 cited
Consider Uncertain Parameters based on Sensitivity Matrix
Taishan Lou
Uncertain parameters of state-space models have always been a considerable problem. Consider Kalman filter (CKF) and desensitized Kalman filter (DKF) are two methods to solve this…