An Energy-Aware Iot Routing Approach Based on a Swarm Optimization Algorithm and a Clustering Technique

dc.authorid Jafari Navimipour, Nima/0000-0002-5514-5536;
dc.authorwosid Jafari Navimipour, Nima/AAF-5662-2021
dc.authorwosid Sadrishojaei, Mahyar/GZG-8660-2022
dc.authorwosid Hosseinzadeh, Mehdi/GWV-3822-2022
dc.contributor.author Sadrishojaei, Mahyar
dc.contributor.author Jafari Navimipour, Nima
dc.contributor.author Navimipour, Nima Jafari
dc.contributor.author Reshadi, Midia
dc.contributor.author Hosseinzadeh, Mehdi
dc.contributor.other Computer Engineering
dc.date.accessioned 2023-10-19T15:12:41Z
dc.date.available 2023-10-19T15:12:41Z
dc.date.issued 2022
dc.department-temp [Sadrishojaei, Mahyar] Univ Appl Sci & Technol UAST, Fac Ind, Tehran, Iran; [Navimipour, Nima Jafari] Kadir Has Univ, Fac Engn & Nat Sci, Dept Comp Engn, Istanbul, Turkey; [Reshadi, Midia] Islamic Azad Univ, Dept Comp Engn, Sci & Res Branch, Tehran, Iran; [Hosseinzadeh, Mehdi] Iran Univ Med Sci, Mental Hlth Res Ctr, Psychosocial Hlth Res Inst, Tehran, Iran; [Hosseinzadeh, Mehdi] Univ Human Dev, Comp Sci, Sulaymaniyah, Iraq en_US
dc.description.abstract The Internet of Things (IoT) comprises many nodes dispersed around a particular target region, and it has lately been applied in a variety of sectors such as smart cities, farming, climatology, smart metering, waste treatment, and others. Even though the IoT has tremendous potential, some difficulties must be addressed. When building the clustering and routing protocol for huge-scale IoT networks, uniform energy usage and optimization are two significant concerns. Clustering and routing are well-known NP-hard optimization challenges applied to the IoT. The ease with which chicken can be implemented has garnered much interest compared to other population-based metaheuristic algorithms in solving optimization problems in the IoT. Aiming to reduce and improve node energy consumption in the IoT network by choosing the most suitable cluster head, the current effort seeks to extend the life of a network by selecting the most appropriate cluster head. A new cost function for homogenous dispersion of cluster heads was proposed in this research, and a good balance among exploration and exploitation search skills to create a node clustering protocol based on chicken search. This procedure is a big step forward from previous state-of-the-art protocols. The number of packets received, the total power consumption, the number of active nodes, and the latency of the suggested integrated clustered routing protocol are all used to evaluate the protocol's overall performance. The proposed strategy has been demonstrated to improve power consumption by at least 16 percent. en_US
dc.identifier.citationcount 11
dc.identifier.doi 10.1007/s11277-022-09927-0 en_US
dc.identifier.endpage 3465 en_US
dc.identifier.issn 0929-6212
dc.identifier.issn 1572-834X
dc.identifier.issue 4 en_US
dc.identifier.scopus 2-s2.0-85142522006 en_US
dc.identifier.scopusquality Q2
dc.identifier.startpage 3449 en_US
dc.identifier.uri https://doi.org/10.1007/s11277-022-09927-0
dc.identifier.uri https://hdl.handle.net/20.500.12469/5508
dc.identifier.volume 127 en_US
dc.identifier.wos WOS:000832447800002 en_US
dc.khas 20231019-WoS en_US
dc.language.iso en en_US
dc.publisher Springer en_US
dc.relation.ispartof Wireless Personal Communications en_US
dc.relation.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
dc.rights info:eu-repo/semantics/closedAccess en_US
dc.scopus.citedbyCount 24
dc.subject Chicken
dc.subject Chicken swarm optimization en_US
dc.subject Cluster head en_US
dc.subject Chicken En_Us
dc.subject IoT en_US
dc.subject Internet
dc.subject Power consumption en_US
dc.subject Internet En_Us
dc.subject Swarm intelligence en_US
dc.title An Energy-Aware Iot Routing Approach Based on a Swarm Optimization Algorithm and a Clustering Technique en_US
dc.type Article en_US
dc.wos.citedbyCount 19
dspace.entity.type Publication
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