Kalman filtering and its real-time applications

LC Hun, OL Yeng, LT Sze, KV Chet, K Jian - Real-time Systems, 2016 - books.google.com
… , in its recursive nature, can be described as a realtime implementation. In this book … two
realtime Kalman filtering examples. The first example demonstrated the realtime Kalman filter

Real-time Kalman filter: Cooling of an optically levitated nanoparticle

A Setter, M Toroš, JF Ralph, H Ulbricht - Physical Review A, 2018 - APS
… We demonstrate that a Kalman filter applied to estimate the position of an optically levitated
nanoparticle, and operated in real-time within a field programmable gate array, is sufficient to …

An extended adaptive Kalman filter for real-time state estimation of vehicle handling dynamics

MC Best, TJ Gordon, PJ Dixon - Vehicle System Dynamics, 2000 - Taylor & Francis
… As a basis for evaluating the extended Kalman filter we first derive the equivalent linear
time-invariant form. The discrete-time linear model A, B, C, D is formed from an exponential …

Application of the unscented Kalman filter for realtime nonlinear structural system identification

M Wu, AW Smyth - … Control and Health Monitoring: The Official …, 2007 - Wiley Online Library
… noise Gaussian processes with covariance matrix Rk: The extended Kalman filter method
comprises a ‘time update’ step and a ‘measurement update’ step for each time instant. In the …

Introduction to Kalman filter and its applications

Y Kim, H Bang - … and Implementations of the Kalman Filter, 2018 - books.google.com
… of Kalman filter and extended Kalman filter. This chapter aims for those who need to teach
Kalman filters … , the extended Kalman filter has been used in various real-time applications like …

Tracking of COVID-19: A new real-time estimation using the Kalman filter

F Arroyo-Marioli, F Bullano, S Kucinskas… - PloS one, 2021 - journals.plos.org
… point in time. Then, we estimate the growth rate of this time series with the Kalman filter. In the
… We apply our methodology to estimate the of COVID-19 in real-time. Our estimates for 124 …

Kalman filter recipes for real-time image processing

M Piovoso, PA Laplante - Real-Time Imaging, 2003 - Elsevier
… recipes for implementation of the Kalman filter to a variety of real-time imaging settings, the
… of Kalman filters suitable for real-time image processing. First, we describe the Kalman filter

Application of Kalman filtering for continuous real-time tracking of power system harmonics

VMM Saiz, JB Guadalupe - IEE Proceedings-Generation, Transmission and …, 1997 - IET
… an 8-bit microprocessor which enables continuous real-time tracking of the harmonics in the
… -state Kalman filter to the voltage or current samples to obtain in real time the instantaneous …

Kalman filtering for realtime navigator processing

P Spincemaille, TD Nguyen… - … in Medicine: An …, 2008 - Wiley Online Library
Real-time filtering of navigator data in MRI has not been reported to the best of our knowledge.
In this article we report on our investigation of real-time Kalman filtering … The Kalman filter

Applications of Kalman filtering to real-time trace gas concentration measurements

DP Leleux, R Claps, W Chen, FK Tittel, TL Harman - Applied Physics B, 2002 - Springer
… an adaptive filtering technique, known as Kalman filtering, to the sensitive, selective and
real-time … Examples of these real-time noise sources include thermal expansion or contraction of …