EMBLR: A High-Performance Optimal Routing Approach for D2D Communications in Large-scale IoT 5G Network

Coping with the skyrocketing needs for massive amounts of data for the future Fifth Generation (5G) network, Device-to-Device (D2D) communications technology will provide seamless connectivity, high data rates, extended network coverage, and spectral efficiency. The D2D communications are a prevalen...

Full description

Bibliographic Details
Main Authors: Valmik Tilwari, Kaharudin Dimyati, MHD Nour Hindia, Tengku Faiz Bin Tengku Mohmed Noor Izam, Iraj Sadegh Amiri
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Symmetry
Subjects:
iot
Online Access:https://www.mdpi.com/2073-8994/12/3/438
id doaj-b0689a3bd91f4e329f851fd07a506036
record_format Article
spelling doaj-b0689a3bd91f4e329f851fd07a5060362020-11-25T03:32:29ZengMDPI AGSymmetry2073-89942020-03-0112343810.3390/sym12030438sym12030438EMBLR: A High-Performance Optimal Routing Approach for D2D Communications in Large-scale IoT 5G NetworkValmik Tilwari0Kaharudin Dimyati1MHD Nour Hindia2Tengku Faiz Bin Tengku Mohmed Noor Izam3Iraj Sadegh Amiri4Department of Electrical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur 50603, MalaysiaDepartment of Electrical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur 50603, MalaysiaDepartment of Electrical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur 50603, MalaysiaDepartment of Electrical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur 50603, MalaysiaComputational Optics Research Group, Advanced Institute of Materials Science, Ton Duc Thang University, Ho Chi Minh City 700000, VietnamCoping with the skyrocketing needs for massive amounts of data for the future Fifth Generation (5G) network, Device-to-Device (D2D) communications technology will provide seamless connectivity, high data rates, extended network coverage, and spectral efficiency. The D2D communications are a prevalent emerging technology to achieve the vision of symmetry in the Internet of Things (IoT) services. However, energy resource constraints, network stability, traffic congestion, and link failure of the devices are the crucial impediments to establish an optimal route in the D2D communications based IoT 5G network. These obstacles induced packet drop, rapid energy depletion, higher end-to-end delay, and unfairness across the network, leading to significant route and network performance degradation. Therefore, in this paper, an energy, mobility, queue length, and link quality-aware routing (EMBLR) approach is proposed to overcome the challenges and boost network performance. Moreover, a multicriteria decision making (MCDM) technique is utilized for the selection of the intermediate device in an optimal route. Extensive simulation has been conducted and proven that the proposed routing approach significantly enhances network performance. Overall, results have been carried out in Quality of Service (QoS) performance metrics and compared with other well-known routing approaches.https://www.mdpi.com/2073-8994/12/3/438d2d communicationsiot5g networkroutingbackpressureemblr
collection DOAJ
language English
format Article
sources DOAJ
author Valmik Tilwari
Kaharudin Dimyati
MHD Nour Hindia
Tengku Faiz Bin Tengku Mohmed Noor Izam
Iraj Sadegh Amiri
spellingShingle Valmik Tilwari
Kaharudin Dimyati
MHD Nour Hindia
Tengku Faiz Bin Tengku Mohmed Noor Izam
Iraj Sadegh Amiri
EMBLR: A High-Performance Optimal Routing Approach for D2D Communications in Large-scale IoT 5G Network
Symmetry
d2d communications
iot
5g network
routing
backpressure
emblr
author_facet Valmik Tilwari
Kaharudin Dimyati
MHD Nour Hindia
Tengku Faiz Bin Tengku Mohmed Noor Izam
Iraj Sadegh Amiri
author_sort Valmik Tilwari
title EMBLR: A High-Performance Optimal Routing Approach for D2D Communications in Large-scale IoT 5G Network
title_short EMBLR: A High-Performance Optimal Routing Approach for D2D Communications in Large-scale IoT 5G Network
title_full EMBLR: A High-Performance Optimal Routing Approach for D2D Communications in Large-scale IoT 5G Network
title_fullStr EMBLR: A High-Performance Optimal Routing Approach for D2D Communications in Large-scale IoT 5G Network
title_full_unstemmed EMBLR: A High-Performance Optimal Routing Approach for D2D Communications in Large-scale IoT 5G Network
title_sort emblr: a high-performance optimal routing approach for d2d communications in large-scale iot 5g network
publisher MDPI AG
series Symmetry
issn 2073-8994
publishDate 2020-03-01
description Coping with the skyrocketing needs for massive amounts of data for the future Fifth Generation (5G) network, Device-to-Device (D2D) communications technology will provide seamless connectivity, high data rates, extended network coverage, and spectral efficiency. The D2D communications are a prevalent emerging technology to achieve the vision of symmetry in the Internet of Things (IoT) services. However, energy resource constraints, network stability, traffic congestion, and link failure of the devices are the crucial impediments to establish an optimal route in the D2D communications based IoT 5G network. These obstacles induced packet drop, rapid energy depletion, higher end-to-end delay, and unfairness across the network, leading to significant route and network performance degradation. Therefore, in this paper, an energy, mobility, queue length, and link quality-aware routing (EMBLR) approach is proposed to overcome the challenges and boost network performance. Moreover, a multicriteria decision making (MCDM) technique is utilized for the selection of the intermediate device in an optimal route. Extensive simulation has been conducted and proven that the proposed routing approach significantly enhances network performance. Overall, results have been carried out in Quality of Service (QoS) performance metrics and compared with other well-known routing approaches.
topic d2d communications
iot
5g network
routing
backpressure
emblr
url https://www.mdpi.com/2073-8994/12/3/438
work_keys_str_mv AT valmiktilwari emblrahighperformanceoptimalroutingapproachford2dcommunicationsinlargescaleiot5gnetwork
AT kaharudindimyati emblrahighperformanceoptimalroutingapproachford2dcommunicationsinlargescaleiot5gnetwork
AT mhdnourhindia emblrahighperformanceoptimalroutingapproachford2dcommunicationsinlargescaleiot5gnetwork
AT tengkufaizbintengkumohmednoorizam emblrahighperformanceoptimalroutingapproachford2dcommunicationsinlargescaleiot5gnetwork
AT irajsadeghamiri emblrahighperformanceoptimalroutingapproachford2dcommunicationsinlargescaleiot5gnetwork
_version_ 1724567885114769408