Optimization of Leach Protocol in Wireless Sensor Network Using Machine Learning.


Journal

Computational intelligence and neuroscience
ISSN: 1687-5273
Titre abrégé: Comput Intell Neurosci
Pays: United States
ID NLM: 101279357

Informations de publication

Date de publication:
2022
Historique:
received: 15 05 2022
revised: 24 06 2022
accepted: 04 07 2022
entrez: 23 8 2022
pubmed: 24 8 2022
medline: 25 8 2022
Statut: epublish

Résumé

The Wireless Sensor Network is a network formed in areas human beings cannot access. The data need to be sensed by the sensor and transferred to the sink node. Many routing protocols are designed to route data from a single node to the sink node. One of the routing protocols is the hierarchical routing protocol, which passes on the sensed data hierarchically. The Low Energy Adaptive Clustering Hierarchy (LEACH) is one of the hierarchical methods in which communication happens in two steps: the setup phase and the steady-state phase. The efficiency of the LEACH has to be optimized to improve the network lifetime. Therefore, the

Identifiants

pubmed: 35996654
doi: 10.1155/2022/5393251
pmc: PMC9392616
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

5393251

Informations de copyright

Copyright © 2022 S. Ramesh et al.

Déclaration de conflit d'intérêts

The authors declare that there are no conflicts of interest regarding the publication of this paper.

Références

Environ Res. 2022 Apr 1;205:112574
pubmed: 34919959
Comput Intell Neurosci. 2022 Apr 18;2022:6461690
pubmed: 35479598

Auteurs

S Ramesh (S)

Department of Artificial Intelligence and Machine Learning, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamil Nadu, India.

R Rajalakshmi (R)

Department of Computer Science and Engineering, Sathyabama Institute of Science and Technology, Chennai, Tamil Nadu, India.

Jaiprakash Narain Dwivedi (JN)

Department of Electronics & Communication Engineering, Engineering & Technology, Lingaya's Vidyapeeth, Faridabad, Haryana, India.

S Selvakanmani (S)

Department of Information Technology, RMK Engineering College, RSM Nagar, Chennai 601204, India.

Bhaskar Pant (B)

Department of Computer Science and Engineering, Graphic Era Deemed to be University, Bell Road, Clement Town, Dehradun 248002, Uttarakhand, India.

N Bharath Kumar (N)

Department of Electrical and Electronics Engineering, Vignan's Foundation for Science Technology and Research, Guntur, India.

Zelalem Fissiha Demssie (Z)

Department of Computer Science, Ambo University, Ambo, Ethiopia.

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Classifications MeSH