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The Square-Root Unscented and the Square-Root Cubature Kalman Filters on Manifolds

open access: yesSensors
Estimating the state of a system by fusing sensor data is a major prerequisite in many applications. When the state is time-variant, derivatives of the Kalman filter are a popular choice for solving that task.
Joachim Clemens, Constantin Wellhausen
doaj   +1 more source

Cubature Kalman Filter Based Training of Hybrid Differential Equation Recurrent Neural Network Physiological Dynamic Models. [PDF]

open access: yesAnnu Int Conf IEEE Eng Med Biol Soc, 2021
Demirkaya A   +7 more
europepmc   +1 more source

Research on Near Ground Precision Application Navigation Technology of Plant Protection UAV Based on SRCKF-SLAM

open access: yesJournal of Applied Science and Engineering
The traditional quaternion is used as the description parameter of the nonlinear state model of the aircraft, and the accuracy of the attitude estimation is presented. A square root cubature Kalman filter algorithm based on quaternion is proposed.
Dandan Wang   +4 more
doaj   +1 more source

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