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IEEE transactions on aerospace and electronic systems, ISSN 0018-9251, 2006, Volume 42, Issue 1, pp. 174 - 190
Journal Article
Water Resources Research, ISSN 0043-1397, 09/2008, Volume 44, Issue 9, pp. W09408 - n/a
Real‐time groundwater flow modeling with filter methods is interesting for dynamical groundwater flow systems, for which measurement data in real‐time are available... 
Hydrology | Uncertainty assessment | Groundwater hydrology | Model calibration | Stochastic hydrology | groundwater flow | stochastic hydrology | real‐time modeling | Ensemble Kalman Filter | Data assimilation | PRESSURE | ENVIRONMENTAL SCIENCES | MONTE-CARLO METHODS | HYDRAULIC-HEAD | WATER RESOURCES | DATA ASSIMILATION | STEADY-STATE | LIMNOLOGY | EFFICIENT
Journal Article
Automatica (Oxford), ISSN 0005-1098, 2017, Volume 76, pp. 70 - 77
Traditional Kalman filter (KF) is derived under the well-known minimum mean square error (MMSE... 
Fixed-point algorithm | Kalman filter | Maximum correntropy criterion (MCC) | SYSTEMS | H-INFINITY | AUTOMATION & CONTROL SYSTEMS | ENGINEERING, ELECTRICAL & ELECTRONIC | Algorithms | Electrical engineering
Journal Article
International journal of robust and nonlinear control, ISSN 1049-8923, 2018, Volume 28, Issue 5, pp. 1852 - 1870
.... The novel design presented here consists of an observation filter–based fault detection and identification system integrated with a nonlinear model predictive controller... 
model predictive control | fault‐tolerant control | nonlinear control | observation filters | fault detection and identification | fault-tolerant control | Control systems | Analysis | Investigations | Controllers | Fault tolerance | Fault detection | Redundancy | Mathematical models | Kalman filters | Active control | Nonlinear control | Predictive control | Mathematics - Optimization and Control
Journal Article
Journal Article
Structural Control and Health Monitoring, ISSN 1545-2255, 05/2015, Volume 22, Issue 5, pp. 847 - 872
Summary This paper presents output‐only observer/Kalman filter identification (O3KID), an effective method for the identification of the dynamic model... 
Output‐only system identification | OKID | Kalman filter | Stochastic system identification | Observer/Kalman filter identification | Modal parameter estimation | Stochastic subspace identification | Strucural health monitoring | Output-only system identification
Journal Article
Asian Journal of Control, ISSN 1561-8625, 03/2017, Volume 19, Issue 2, pp. 728 - 738
In the Extended Kalman Filter (EKF), only the first‐order term of the Taylor series is employed... 
Modal Kalman Filter | nonlinear filtering | Modal series | Extended Kalman Filter | SYSTEMS | AUTOMATION & CONTROL SYSTEMS | Electrical engineering | Control systems | College teachers
Journal Article
International Journal of Control, ISSN 0020-7179, 02/2017, Volume 90, Issue 2, pp. 161 - 167
It is well known that the time-varying Kalman Filter (KF) is globally exponentially stable and optimal in the sense of minimum variance under some conditions... 
Nonlinear observer | linearisation | kalman filter | STABILITY | SYSTEMS | STATE | AUTOMATION & CONTROL SYSTEMS | Kalman filters | Economic models | Stability | Approximation | Mathematical analysis | Observers | Nonlinearity | Estimators | Optimization
Journal Article
Computational geosciences, ISSN 1573-1499, 2010, Volume 15, Issue 2, pp. 293 - 305
Journal Article
Energy (Oxford), ISSN 0360-5442, 2018, Volume 158, pp. 1028 - 1037
.... To solve this problem, a differential voltage (DV) analysis based universal battery model and two associated SOC estimation algorithms using extended Kalman filter (EKF... 
Extended Kalman filter (EKF) | Particle filter (PF) | Differential voltage analysis (DVA) | State of charge (SOC) | Battery management system (BMS) | ONLINE MODEL IDENTIFICATION | CAPACITY | EQUIVALENT-CIRCUIT MODELS | ENERGY & FUELS | HIGH-POWER | MANAGEMENT-SYSTEMS | ESTIMATION ALGORITHMS | THERMODYNAMICS | ELECTRIC VEHICLES | OF-CHARGE | OBSERVER | LIFEPO4 BATTERIES | Analysis | Methods | Algorithms
Journal Article
Monthly weather review, ISSN 1520-0493, 2011, Volume 139, Issue 2, pp. 511 - 522
In ensemble Kalman filter (EnKF) data assimilation, localization modifies the error covariance matrices to suppress the influence of distant observations, removing spurious long-distance correlations... 
Model comparison | Local effects | Kalman filters | Ensembles | Data assimilation | METEOROLOGY & ATMOSPHERIC SCIENCES | DATA ASSIMILATION | Grants | Meteorology
Journal Article
Proceedings of the National Academy of Sciences - PNAS, ISSN 0027-8424, 8/2015, Volume 112, Issue 34, pp. 10589 - 10594
The ensemble Kalman filter and ensemble square root filters are data assimilation methods used to combine high-dimensional, nonlinear dynamical models with observed data... 
Ensemble kalman filter | Filter divergence | Data assimilation | data assimilation | MULTIDISCIPLINARY SCIENCES | filter divergence | ensemble Kalman filter | Kalman filtering | Research | Mathematical research | Machine learning | Physical Sciences
Journal Article