Energy-Efficient Hybrid Routing Protocol for IoT Communication Systems in 5G and Beyond
One of the major concerns in wireless sensor networks (WSNs) is most of the sensor nodes are powered through limited lifetime of energy-constrained batteries, which majorly affects the performance, quality, and lifetime of the network. Therefore, diverse clustering methods are proposed to improve en...
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doaj-a8972b72494446fda72820cf3d548bf02021-01-14T00:04:13ZengMDPI AGSensors1424-82202021-01-012153753710.3390/s21020537Energy-Efficient Hybrid Routing Protocol for IoT Communication Systems in 5G and BeyondMohammad Baniata0Haftu Tasew Reda1Naveen Chilamkurti2Alsharif Abuadbba3Department of Computer Science and Engineering, Soongsil University, Seoul 06978, KoreaDepartment of Computer Science and IT, La Trobe University, Plenty Rd., Bundoora, VIC 3086, AustraliaDepartment of Computer Science and IT, La Trobe University, Plenty Rd., Bundoora, VIC 3086, AustraliaData61 Cybersecurity Research, CSIRO, Marsfield, NSW 2122, AustraliaOne of the major concerns in wireless sensor networks (WSNs) is most of the sensor nodes are powered through limited lifetime of energy-constrained batteries, which majorly affects the performance, quality, and lifetime of the network. Therefore, diverse clustering methods are proposed to improve energy efficiency of the WSNs. In the meantime, fifth-generation (5G) communications require that several Internet of Things (IoT) applications need to adopt the use of multiple-input multiple-output (MIMO) antenna systems to provide an improved capacity over multi-path channel environment. In this paper, we study a clustering technique for MIMO-based IoT communication systems to achieve energy efficiency. In particular, a novel MIMO-based energy-efficient unequal hybrid clustering (MIMO-HC) protocol is proposed for applications on the IoT in the 5G environment and beyond. Experimental analysis is conducted to assess the effectiveness of the suggested MIMO-HC protocol and compared with existing state-of-the-art research. The proposed MIMO-HC scheme achieves less energy consumption and better network lifetime compared to existing techniques. Specifically, the proposed MIMO-HC improves the network lifetime by approximately <inline-formula><math display="inline"><semantics><mrow><mn>3</mn><mo>×</mo></mrow></semantics></math></inline-formula> as long as the first node and the final node dies as compared with the existing protocol. Moreover, the energy that cluster heads consume on the proposed MIMO-HC is 40% less than that expended in the existing protocol.https://www.mdpi.com/1424-8220/21/2/537wireless sensor networkInternet of Thingsenergy efficiencyrouting protocol5G communication |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Mohammad Baniata Haftu Tasew Reda Naveen Chilamkurti Alsharif Abuadbba |
spellingShingle |
Mohammad Baniata Haftu Tasew Reda Naveen Chilamkurti Alsharif Abuadbba Energy-Efficient Hybrid Routing Protocol for IoT Communication Systems in 5G and Beyond Sensors wireless sensor network Internet of Things energy efficiency routing protocol 5G communication |
author_facet |
Mohammad Baniata Haftu Tasew Reda Naveen Chilamkurti Alsharif Abuadbba |
author_sort |
Mohammad Baniata |
title |
Energy-Efficient Hybrid Routing Protocol for IoT Communication Systems in 5G and Beyond |
title_short |
Energy-Efficient Hybrid Routing Protocol for IoT Communication Systems in 5G and Beyond |
title_full |
Energy-Efficient Hybrid Routing Protocol for IoT Communication Systems in 5G and Beyond |
title_fullStr |
Energy-Efficient Hybrid Routing Protocol for IoT Communication Systems in 5G and Beyond |
title_full_unstemmed |
Energy-Efficient Hybrid Routing Protocol for IoT Communication Systems in 5G and Beyond |
title_sort |
energy-efficient hybrid routing protocol for iot communication systems in 5g and beyond |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2021-01-01 |
description |
One of the major concerns in wireless sensor networks (WSNs) is most of the sensor nodes are powered through limited lifetime of energy-constrained batteries, which majorly affects the performance, quality, and lifetime of the network. Therefore, diverse clustering methods are proposed to improve energy efficiency of the WSNs. In the meantime, fifth-generation (5G) communications require that several Internet of Things (IoT) applications need to adopt the use of multiple-input multiple-output (MIMO) antenna systems to provide an improved capacity over multi-path channel environment. In this paper, we study a clustering technique for MIMO-based IoT communication systems to achieve energy efficiency. In particular, a novel MIMO-based energy-efficient unequal hybrid clustering (MIMO-HC) protocol is proposed for applications on the IoT in the 5G environment and beyond. Experimental analysis is conducted to assess the effectiveness of the suggested MIMO-HC protocol and compared with existing state-of-the-art research. The proposed MIMO-HC scheme achieves less energy consumption and better network lifetime compared to existing techniques. Specifically, the proposed MIMO-HC improves the network lifetime by approximately <inline-formula><math display="inline"><semantics><mrow><mn>3</mn><mo>×</mo></mrow></semantics></math></inline-formula> as long as the first node and the final node dies as compared with the existing protocol. Moreover, the energy that cluster heads consume on the proposed MIMO-HC is 40% less than that expended in the existing protocol. |
topic |
wireless sensor network Internet of Things energy efficiency routing protocol 5G communication |
url |
https://www.mdpi.com/1424-8220/21/2/537 |
work_keys_str_mv |
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1724338715522760704 |