March 29, 2024
Ardashir Mohammadzadeh

Ardashir Mohammadzadeh

Academic rank: Associate professor
Address: University of Bonab
Education: Ph.D in Electrical engineering-Control
Phone: 0413775000
Faculty: Faculty of Engineering
Department: Electrical Engineering

Research

Title
Learning of Type-2 Fuzzy Systems Using Square Root Cubature Kalman Filters
Type Presentation
Keywords
Recurrent type-2 fuzzy neural network, Fuzzy system, Kalman filter, Learning algorithm
Researchers Ardashir Mohammadzadeh

Abstract

This paper proposes a novel learning algorithm benefitting from square-root cubature Kalman filters for training recurrent interval type-2 fuzzy neural networks. The recurrence property in this network is feeding the output of each input to itself. Simulations results show the effectiveness of the proposed network and the proposed learning algorithm.