Identification of nonlinear structural parameters based on particle filtering algorithm
Structures such as large-span flexible bridges and high-rise buildings exhibit significant nonlinearity due to their flexibility. Therefore, a nonlinear identification method is essential for structural parameter identification in these cases.
Dandan Xia, Wanghua Yu, Li Lin
doaj +1 more source
Unscented filtering and nonlinear estimation
S. Julier, J. Uhlmann
semanticscholar +1 more source
STATISTICAL CHARACTERISTICS INVESTIGATION OF PREDICTION ERRORS FOR INTERFEROMETRIC SIGNAL IN THE ALGORITHM OF NONLINEAR KALMAN FILTERING [PDF]
Basic peculiarities of nonlinear Kalman filtering algorithm applied to processing of interferometric signals are considered. Analytical estimates determining statistical characteristics of signal values prediction errors were obtained and analysis of ...
E. L. Dmitrieva, I. P. Gurov
doaj
Posterior Cramer-Rao bounds for discrete-time nonlinear filtering
P. Tichavský, C. Muravchik, A. Nehorai
semanticscholar +1 more source
Distributed Nonfragile Guaranteed Cost Filter Design for Nonlinear Systems With Sensor Networks
This paper addresses the distributed filter design issue of nonlinear systems in sensor networks. Furthermore, by considering the synthesized filter gain fluctuations, the nonfragile design scheme is developed to improve the implementation robustness and
Shihui Tian, Ke Xu
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Approximate nonlinear filtering with a recurrent neural network [PDF]
Kutschireiter A +3 more
europepmc +1 more source
Sequential Nonlinear Filtering of Local Motion Cues by Global Motion Circuits. [PDF]
Barnhart EL +4 more
europepmc +1 more source
An Inverse Generalized Conversion Filter for State Estimation in Nonlinear Adversarial Sensing Systems. [PDF]
Xi YA, Dong XH, Wu SY.
europepmc +1 more source
A TLS-Motivated Non-Iterative Robust Square-Root Cubature Kalman Filter for Bearings-Only Tracking. [PDF]
Li C +5 more
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