International Journal of Advance Computational Engineering and Networking (IJACEN)
.
IRAJ Home     Conferences
FOLLOW
current issues
Volume-7, Issue-6  ( Jun, 2019 )
Past issues
  1. Volume-7, Issue-5  ( May, 2019 )
  2. Volume-7, Issue-4  ( Apr, 2019 )
  3. Volume-7, Issue-3  ( Mar, 2019 )
  4. Volume-7, Issue-2  ( Feb, 2019 )
  5. Volume-7, Issue-1  ( Jan, 2019 )
  6. Volume-6, Issue-12  ( Dec, 2018 )
  7. Volume-6, Issue-11  ( Nov, 2018 )
  8. Volume-6, Issue-10  ( Oct, 2018 )
  9. Volume-6, Issue-9  ( Sep, 2018 )
  10. Volume-6, Issue-8  ( Aug, 2018 )

Statistics report
Aug. 2019
Submitted Papers : 80
Accepted Papers : 10
Rejected Papers : 70
Acc. Perc : 12%
Issue Published : 77
Paper Published : 1176
No. of Authors : 2946
  Journal Paper

Paper Title
Synchronization of Fractional Order Chaotic Systems by using New Hierarchical Type-2 Fuzzy Neural Network

Abstract
In this paper, an indirect adaptive fuzzy controller is presented for synchronization of the fractional order hyper chaotic systems. A new hierarchical type-2 fuzzy neural network (HT2FNN) is proposed for online estimation of unknown functions. The proposed HT2FNN, has less free parameters in contrast to conventional type-2 fuzzy neural networks (T2FNNs) and effectively solves the “curse of dimensionality” problem. The trainable parameters are online tuned based on Unscented Kalman Filter (UKF). The proposed controller is simple, and can be applied to wide class of nonlinear systems. The effectiveness of the proposed control scheme is verified by simulation results. Keywords - adaptive fuzzy control, hierarchical type-2 fuzzy neural network, Unscented Kalman Filter


Author - Sehraneh Ghaemi, Ardashir Mohammadzadeh

| PDF |
Viewed - 44
| Published on 2018-12-22
   
   
IRAJ Other Journals
IJACEN updates
Paper Submission is open now for upcoming Issue.
The Conference World

JOURNAL SUPPORTED BY