A FIR filter assisted with the predictive model and ELM integrated for UWB-based quadrotor aircraft localization

Abstract To improve the accuracy of the Ultra-Wide Band (UWB) based quadrotor aircraft localization, a Finite Impulse Response (FIR) filter aided with an integration of the predictive model and Extreme Learning Machine (ELM) is proposed in this work. The FIR filter estimates the quad-rotor aircraft...

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Bibliographic Details
Main Authors: Yuan Xu, Dong Wan, Shuhui Bi, Hang Guo, Yuan Zhuang
Format: Article
Language:English
Published: SpringerOpen 2023-01-01
Series:Satellite Navigation
Subjects:
Online Access:https://doi.org/10.1186/s43020-022-00091-1