Adaptive Relay Selection Scheme Based on Bayesian Inference (AS-BI) for Cooperative Communication in 5G Networks

In this paper, a Bayesian inference-based relay selection scheme, also called Adaptive Selection on Bayesian Inference (AS-BI) for cooperative networks in 5G networks is invoked. This scheme works on the principle of Amplify-and-Forward (AF) protocol which selects the most optimal relay towards the...

Full description

Bibliographic Details
Main Authors: Madeeha Ishtiaq, Shakeel A. Waqas, Muhammad Saifullah, Nazih K. Mallat
Format: Article
Language:English
Published: UIKTEN 2021-05-01
Series:TEM Journal
Subjects:
5g
Online Access:http://www.temjournal.com/content/102/TEMJournalMay2021_839_846.pdf
id doaj-be5819add733421db30c0abc15fa10f4
record_format Article
spelling doaj-be5819add733421db30c0abc15fa10f42021-06-08T17:53:10ZengUIKTENTEM Journal2217-83092217-83332021-05-0110283984610.18421/TEM102-43Adaptive Relay Selection Scheme Based on Bayesian Inference (AS-BI) for Cooperative Communication in 5G NetworksMadeeha IshtiaqShakeel A. WaqasMuhammad SaifullahNazih K. MallatIn this paper, a Bayesian inference-based relay selection scheme, also called Adaptive Selection on Bayesian Inference (AS-BI) for cooperative networks in 5G networks is invoked. This scheme works on the principle of Amplify-and-Forward (AF) protocol which selects the most optimal relay towards the destination. This paper proposed a probabilitybased relay selection scheme in which posterior probability is calculated for the selection of relay node based on the prior and conditional probabilities. The proposed scheme has been accepted as optimal solution for relay selection, which significantly enhances the network performance by reducing (BER) for constant SNR.http://www.temjournal.com/content/102/TEMJournalMay2021_839_846.pdfcooperative network5gamplify-and-forwardrelay selection schemebayesian inference
collection DOAJ
language English
format Article
sources DOAJ
author Madeeha Ishtiaq
Shakeel A. Waqas
Muhammad Saifullah
Nazih K. Mallat
spellingShingle Madeeha Ishtiaq
Shakeel A. Waqas
Muhammad Saifullah
Nazih K. Mallat
Adaptive Relay Selection Scheme Based on Bayesian Inference (AS-BI) for Cooperative Communication in 5G Networks
TEM Journal
cooperative network
5g
amplify-and-forward
relay selection scheme
bayesian inference
author_facet Madeeha Ishtiaq
Shakeel A. Waqas
Muhammad Saifullah
Nazih K. Mallat
author_sort Madeeha Ishtiaq
title Adaptive Relay Selection Scheme Based on Bayesian Inference (AS-BI) for Cooperative Communication in 5G Networks
title_short Adaptive Relay Selection Scheme Based on Bayesian Inference (AS-BI) for Cooperative Communication in 5G Networks
title_full Adaptive Relay Selection Scheme Based on Bayesian Inference (AS-BI) for Cooperative Communication in 5G Networks
title_fullStr Adaptive Relay Selection Scheme Based on Bayesian Inference (AS-BI) for Cooperative Communication in 5G Networks
title_full_unstemmed Adaptive Relay Selection Scheme Based on Bayesian Inference (AS-BI) for Cooperative Communication in 5G Networks
title_sort adaptive relay selection scheme based on bayesian inference (as-bi) for cooperative communication in 5g networks
publisher UIKTEN
series TEM Journal
issn 2217-8309
2217-8333
publishDate 2021-05-01
description In this paper, a Bayesian inference-based relay selection scheme, also called Adaptive Selection on Bayesian Inference (AS-BI) for cooperative networks in 5G networks is invoked. This scheme works on the principle of Amplify-and-Forward (AF) protocol which selects the most optimal relay towards the destination. This paper proposed a probabilitybased relay selection scheme in which posterior probability is calculated for the selection of relay node based on the prior and conditional probabilities. The proposed scheme has been accepted as optimal solution for relay selection, which significantly enhances the network performance by reducing (BER) for constant SNR.
topic cooperative network
5g
amplify-and-forward
relay selection scheme
bayesian inference
url http://www.temjournal.com/content/102/TEMJournalMay2021_839_846.pdf
work_keys_str_mv AT madeehaishtiaq adaptiverelayselectionschemebasedonbayesianinferenceasbiforcooperativecommunicationin5gnetworks
AT shakeelawaqas adaptiverelayselectionschemebasedonbayesianinferenceasbiforcooperativecommunicationin5gnetworks
AT muhammadsaifullah adaptiverelayselectionschemebasedonbayesianinferenceasbiforcooperativecommunicationin5gnetworks
AT nazihkmallat adaptiverelayselectionschemebasedonbayesianinferenceasbiforcooperativecommunicationin5gnetworks
_version_ 1721389536959791104