I have the Interval type2 Fuzzy logic controller.I tried with one input and one output.But I am trying with two inputs and one output.How to design Interval Type2 fuzzy logic controller in Matlab Simulation?
A significant number of investigations of type-1 and type-2 fuzzy logic controllers have revealed their exceptional ability to capture uncertainties in complex and non-linear systems, particularly in real-time control applications. However, regardless of being type-1 or type-2, fuzzy logic controller design is still a complicated task due to lack of a closed form solution of the output and an interpretable relationship between the control output and fuzzy logic controller design parameters, such as center or width of the membership functions. To simplify the design procedure, we think every attempt to obtain such interpretable relationships is worthwhile. Accordingly, this paper aims to design a double-input interval type-2 fuzzy PID controller and obtain interpretable relationships between the input and output of the controller. Thereafter, we deploy the novel design for the control of a Y6 coaxial tricopter unmanned aerial vehicle. Simulation results, which are realised in robot operating system (ROS) using C++ and Gazebo environment, are found to tally with the theoretical analysis and claims in the paper.
https://www.youtube.com/watch?v=Eo2Cuk3Bo5Y
Design a fuzzy controller, step by step using matlab and the Fuzzy command.
https://www.youtube.com/watch?v=rcMN95ANz_c
Using "Differential Evolution" algorithm to optimize the Fuzzy Type-2 member function's https://www.youtube.com/watch?v=N31dC6762-M