Markov localization

GPTKB entity

Statements (28)
Predicate Object
gptkbp:instanceOf robotics algorithm
gptkbp:alsoKnownAs gptkb:Monte_Carlo_localization
gptkbp:appliesTo indoor environments
outdoor environments
gptkbp:basedOn Markov assumption
gptkbp:category gptkb:artificial_intelligence
robotics
gptkbp:estimatedCost robot pose
gptkbp:handles sensor noise
actuator noise
https://www.w3.org/2000/01/rdf-schema#label Markov localization
gptkbp:implementedIn particle filters
grid-based methods
gptkbp:introducedIn 1990s
gptkbp:relatedTo gptkb:Kalman_filter
gptkb:SLAM
gptkb:Monte_Carlo_methods
gptkbp:requires map of environment
gptkbp:solvedBy robot localization problem
gptkbp:updated belief state
gptkbp:usedIn mobile robotics
gptkbp:uses Bayesian filtering
probabilistic methods
belief distribution
motion model
sensor model
gptkbp:bfsParent gptkb:Monte_Carlo_localization
gptkbp:bfsLayer 7