Fuzzy Logic Based EKF for Mobile Robot Navigation: An Analysis of Different Fuzzy Membership Functions

This paper deals with the analysis of different Fuzzy membership type performance for Extended Kalman Filter(EKF) based mobile robot navigation. EKF is known to be incompetent in non-Gaussian noise condition and therefore the technique alone is not sufficient to provide solution. Motivated by this s...

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Detalhes bibliográficos
Main Authors: Hamzah, Ahmad, Nur Aqilah, Othman
Formato: Conference or Workshop Item
Idioma:English
English
Publicado em: 2016
Assuntos:
Acesso em linha:http://umpir.ump.edu.my/id/eprint/14219/1/MCAIT2016.pdf
http://umpir.ump.edu.my/id/eprint/14219/7/fkee-2016-hamzah-Fuzzy%20Logic%20Based%20EKF%20for%20Mobile%20Robot%20Navigation1.pdf