Browsing Theses and Dissertations(library) by Subject "Kalman filter"
Now showing items 1-4 of 4
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A FRAMEWORK FOR EMPLOYING FEMTOSATELLITES IN PLANETARY SCIENCE MISSIONS, INCLUDING A PROPOSED MISSION CONCEPT FOR TITAN
(2017-01-02)Over the past 15 years, there has been a growing interest in femtosatellites, a class of tiny satellites having mass less than 100 grams. Research groups from Peru, Spain, England, Canada, and the United States have proposed ... -
Conditional Bias-Penalized Kalman Filter for Improved Estimation and Prediction of Extremes
(2017-08-18)Kalman filter (KF) and its variants are widely used for real-time updating of model states and prediction in environmental sciences and engineering. Whereas in many applications the most important performance criteria may ... -
IMPROVING FLOOD FORECASTING USING CONDITIONAL BIAS-AWARE ASSIMILATION OF STREAMFLOW OBSERVATIONS AND DYNAMIC ASSESSMENT OF FLOW-DEPENDENT INFORMATION CONTENT
(2020-12-22)Accurate forecasting of floods is a long-standing challenge in hydrology and water management. Data assimilation (DA) is a popular technique used to improve forecast accuracy by updating the model states in real time using ... -
MACROMODELING AND ACCELERATED SIMULATIONS OF ELECTRIC MACHINES
(2021-08-02)Electric machines are the most important element in the power grid. Given its centennial legacy and the rise of electric vehicles and distributed energy resources, it is imperative to bring new technologies into this area. ...