[图书][B] Kalman filtering and neural networks

S Haykin - 2004 - books.google.com
… contributors that discuss Kalman filtering as applied to the … Kalman filters with an emphasis
on basic Kalman filter theory, Rauch-Tung-Striebel smoother, and the extended Kalman filter. …

Robust adaptive Kalman filter for estimation of UAV dynamics in the presence of sensor/actuator faults

C Hajiyev, HE Soken - Aerospace Science and Technology, 2013 - Elsevier
… In [23] a similar adaptation algorithm is applied to the Unscented Kalman Filter for the …
Robust Adaptive Kalman Filters in the presence of sensor/actuator faults. These filters can detect …

A dimension-reduced approach to space-time Kalman filtering

CK Wikle, N Cressie - Biometrika, 1999 - academic.oup.com
… more like the simple-kriging predictor in the presence of measurement error. This formula is
to be … The recognition of the component of variation n in (2) and its presence in the optimal …

Fractionally delayed Kalman filter

AK Singh - IEEE/CAA Journal of Automatica Sinica, 2019 - ieeexplore.ieee.org
… This paper introduces a new variant of the Kalman filter, which is free from the stochastic …
Kalman filter shows the high estimation accuracy of the proposed method in the presence of …

Kalman filtering with delayed measurements in non-Gaussian environments

SK Nanda, G Kumar, V Bhatia, AK Singh - IEEE Access, 2021 - ieeexplore.ieee.org
… This paper introduces a new extension of the Kalman filter to deal with the problems of
unknown delayed measurements in the presence of non-Gaussian noises. To the best of the …

Vibration-based structural health monitoring under changing environmental conditions using Kalman filtering

K Erazo, D Sen, S Nagarajaiah, L Sun - Mechanical systems and signal …, 2019 - Elsevier
A Kalman filtering based framework for structural damage assessment under changing
environmental conditions is presented. The approach is based on the well-known property that …

Minimum error entropy Kalman filter

B Chen, L Dang, Y Gu, N Zheng… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Kalman filters (… Kalman-type filters. To deal with more complicated non-Gaussian noises
such as noises from multimodal distributions, in this article, we develop a new Kalman-type filter, …

The unscented Kalman filtering in extended noise environments

Y Zhou, J Xu, Y Jing… - 2009 American Control …, 2009 - ieeexplore.ieee.org
… the unscented Kalman filtering that considers also the presence of additive noise on input
filtering and unscented Kalman filtering. The unscented Kalman filtering to the presence of …

Norm-constrained consider Kalman filtering

SA Chee, JR Forbes - Journal of Guidance, Control, and Dynamics, 2014 - arc.aiaa.org
… the presence of state constraints must be handled with care. Two popular approaches for
addressing state constraints within the Kalman filter … In this study, a consider Kalman filter that …

Federated Kalman filter simulation results

NA Carlson, MP Berarducci - Navigation, 1994 - Wiley Online Library
… Worse, when used in two-stage (cascaded) filter architectures, standard Kalman filters can
exhibit … of a centralized Kalman filter (CFJ is fairly obvious. In Figure 1, the presence of several …