A Double Function-Link Function-Based Fuzzy Brain Emotional Controller for Synchronizing a 4D Hyper-Chaotic System
- Resource Type
- Conference
- Authors
- Huynh, Tuan-Tu; Lin, Chih-Min; Le, Tien-Loc
- Source
- 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) Systems, Man, and Cybernetics (SMC), 2020 IEEE International Conference on. :1961-1965 Oct, 2020
- Subject
- Engineering Profession
General Topics for Engineers
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Fuzzy logic
Conferences
Master-slave
Control systems
Synchronization
Nonlinear systems
Cybernetics
fuzzy system
function-link
brain emotional controller
4D hyper-chaotic system
- Language
- ISSN
- 2577-1655
This research poses a double function-link fuzzy brain emotional controller (DFLFBC) to synchronize a 4D hyper-chaotic system. The DFLFBC contains three main structures and a set of fuzzy inference rules. Three main structures are comprised of a double function-link network, an amygdala, and a prefrontal cortex. The double function-link is employed for adjusting the output weights for the prefrontal cortex and amygdala branches. The online learning laws for the proposed approach to online adjust the parameters are derived from the gradient descent algorithm. Synchronization studies of a 4D hyper-chaotic system are implemented to check the capability and performance of the DFLFBC.