Kalman filters

GPTKB entity

Statements (34)
Predicate Object
gptkbp:instanceOf gptkb:algorithm
gptkbp:application gptkb:navigation
gptkb:signal_processing
economics
robotics
guidance systems
gptkbp:assumes Gaussian noise
linear system
gptkbp:field gptkb:estimation_theory
gptkb:signal_processing
control theory
gptkbp:firstPublished 1960
https://www.w3.org/2000/01/rdf-schema#label Kalman filters
gptkbp:input noisy measurements
gptkbp:inventedBy gptkb:Rudolf_E._Kálmán
gptkbp:namedAfter gptkb:Rudolf_E._Kálmán
gptkbp:output optimal state estimate
gptkbp:purpose estimate the state of a dynamic system
gptkbp:relatedTo Bayesian estimation
state-space model
particle filter
least squares estimation
gptkbp:type recursive filter
gptkbp:usedIn gptkb:GPS
autonomous vehicles
finance
weather forecasting
aircraft navigation
gptkbp:variant gptkb:Ensemble_Kalman_filter
gptkb:Extended_Kalman_filter
gptkb:Unscented_Kalman_filter
gptkbp:bfsParent gptkb:dynamic_Bayesian_network
gptkb:dynamic_Bayesian_networks
gptkbp:bfsLayer 7