Load-balanced multilayered clustering protocol to maximise the lifetime of wireless sensor networks

This paper introduces an innovative clustering protocol for load balancing in wireless sensor networks (WSNs). In the proposed protocol, square shape clusters of equal area are arranged in a multilayer fashion, and the base station is at the centre of the network. The equal area of square clusters offers a nearly equal number of member nodes in each cluster that leads to comparable energy consumption at cluster heads for transmitting and receiving data from member nodes. This paper also introduces a new routing approach in which hop selection is based on the difference of angle between the source and destination cluster heads with respect to a particular point. The efficiency of the proposed protocol concerning network lifetime and energy consumption is evaluated and compared with low-energy adaptive clustering hierarchy (LEACH), enhanced-modified LEACH (E-MODLEACH) and least distance clustering (LDC). The proposed protocol's efficiency is also evaluated for different optimisation algorithms.

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Publication Details

Journal
International Journal of Advanced Intelligence Paradigms
Published
2025-01-01
DOI
https://doi.org/10.1504/ijaip.2025.144975
Primary Topic
Energy Efficient Wireless Sensor Networks
Type
article
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article

Load-balanced multilayered clustering protocol to maximise the lifetime of wireless sensor networks

Rohan Gupta, Arnab Nandi
International Journal of Advanced Intelligence Paradigms
Energy Efficient Wireless Sensor Networks
article

Load-balanced multilayered clustering protocol to maximise the lifetime of wireless sensor networks

Rohan Gupta, Arnab Nandi
article en

Abstract

This paper introduces an innovative clustering protocol for load balancing in wireless sensor networks (WSNs). In the proposed protocol, square shape clusters of equal area are arranged in a multilayer fashion, and the base station is at the centre of the network. The equal area of square clusters offers a nearly equal number of member nodes in each cluster that leads to comparable energy consumption at cluster heads for transmitting and receiving data from member nodes. This paper also introduces a new routing approach in which hop selection is based on the difference of angle between the source and destination cluster heads with respect to a particular point. The efficiency of the proposed protocol concerning network lifetime and energy consumption is evaluated and compared with low-energy adaptive clustering hierarchy (LEACH), enhanced-modified LEACH (E-MODLEACH) and least distance clustering (LDC). The proposed protocol's efficiency is also evaluated for different optimisation algorithms.

International Journal of Advanced Intelligence ParadigmsVol. 30(1)
National Institute Of Technology Silchar (IN)
Affordable and clean energy
Openalex Percentile: Top 95%
Energy Efficient Wireless Sensor Networks
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Load-balanced multilayered clustering protocol to maximise the lifetime of wireless sensor networks — Rohan Gupta, Arnab Nandi · International Journal of Advanced Intelligence Paradigms (2025) | TGRS Research Map | TGRS