An Adaptive Neuro Fuzzy Inference System (ANFIS) Based Relay Selection Scheme for Cooperative Wireless Sensor Network

2020 ◽  
Vol 115 (3) ◽  
pp. 2591-2613
Author(s):  
Nitin Kumar Jain ◽  
Dharmendra Singh Yadav ◽  
Ajay Verma
Author(s):  
Г.Ф. Кривуля ◽  
В.І. Сергіенко

The paper discusses the adaptive neuro-fuzzy inference system ANFIS for intellectual diagnostics of large-scale wireless sensor networks. The solution for  functional diagnostics of wireless sensor network is realized by the expert system designed  on the knowledge base in the form of a neuron-fuzzy network.


2019 ◽  
Vol 8 (2) ◽  
pp. 5555-5564

Cognitive Radio based Heterogeneous Wireless Sensor Network (CoRHAN) is an innovative multi-layered infrastructure approach in wireless engineering which incorporates different communication modes over large geographical area. CoRHAN employs cooperative communication among sensor nodes and cognitive radio to ensure an optimized communication experience for users. It shares radio resources fairly and efficiently by integrating multiple networks together. Challenge in such network is the ability to instantly detect interference on the frequencies being used and quickly tune to other better frequencies for communication reliability. In this paper, we have proposed an enhanced CoRHAN using Fuzzy Inference System (FIS). FIS is applied to mitigate the fading frequencies due to co-channel interference. It helps to sort out the best frequency channel among the selected cooperative spectrum sensed channels. Prototype was developed to demonstrate the proof of concept and analyze the feasibility and practicality of using FIS-CoRHAN technique in Cognitive Radio based Heterogeneous Wireless Sensor Network. Simulation results show that our solution achieves better performance when compared to existing CoRHAN approach substantially satisfying the robustness constraints.


IEEE Access ◽  
2018 ◽  
Vol 6 ◽  
pp. 38475-38489 ◽  
Author(s):  
Sadik Kamel Gharghan ◽  
Rosdiadee Nordin ◽  
Aqeel Mahmood Jawad ◽  
Haider Mahmood Jawad ◽  
Mahamod Ismail

Sign in / Sign up

Export Citation Format

Share Document