Analysis of the Performance of Four Filter Types for Drone Tracking

In this work, extensive simulations are done to compare the performance of the 4 filter types; Linear Kalman filter (LKF), Extended Kalman Filter (EKF), Unscented Kalman Filter (UKF), and Particle Filter (PF). A simple nearly constant velocity (NCV) motion model is used with a Gaussian noise measure...

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Bibliographic Details
Main Author: Mohsen, Amani (author)
Other Authors: Segrouchni, Amal El Fallah (author), Barbaresco, Frederic (author), Abu Zitar, Raed (author)
Published: 2023
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Online Access:https://depot.sorbonne.ae/handle/20.500.12458/1458
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