IJSTE

CALL FOR PAPERS : Sep-2020

Submission Last Date
25-Sep-20
Submit Manuscript Online

FOR AUTHORS

FOR REVIEWERS

ARCHIEVES

DOWNLOADS

Open Access



CopyScape
Creative Commons License

Enhanced Network Performance in Cognitive Radio Networks using Reinforcement Learning


Author(s):

B. Bhuvaneswari , Kongu Engineering College; Dr. T. Meera Devi, Kongu Engineering College

Keywords:

Cluster merging, Cluster splitting, Reinforcement Learning, State, Action, Reward

Abstract:

In wireless communication system there are several routing problems. To overcome this problem we use the future generation wireless communication system known as Cognitive Radio Network (CRN). It allows the less priority user to use the unused or underutilized spectrum of priority user. However, dynamic conditions of CRN (Priority user activity and channel availability) more routing more challenging. This challenge is overcome with the help of clustering mechanism. Cluster-Based Routing in CRN enhances network scalability and stability. Additionally, an artificial intelligence approach Reinforcement Learning (RL) is used to maximize the network performance. We present a model SMART, a cluster-based routing scheme and evaluate the performance using stimulation in order to show the effectiveness of Cluster-Based routing in CRNs using RL.


Other Details:

Manuscript Id :IJSTEV4I10053
Published in :Volume : 4, Issue : 10
Publication Date: 01/05/2018
Page(s): 136-140
Download Article

IMPACT FACTOR

4.753

NEWS & UPDATES

Submit Article

Dear Authors, You can submit your article to our journal at the following link: http://www.ijste.org/Submit

Impact Factor

The Impact Factor of our Journal is 4.753 (Year - 2016)
3.905 (Year - 2015) 2.895(Year -2014)

Click Here

Submit Payment Online

Dear Authors, Now you can submit the payment receipt to our journal online at the following link: index.php?p=Payment

GLOBAL INDEXING



















Computer Science Directory. We are listed under Computer Research Institutes category

Share on Social media

Home | Privacy Policy | Terms & Conditions | Refund Policy | Feedback | Contact Us
Copyright © 2014 ijste.org All rights reserved