Enhancing Clustering Techniques in Wireless Sensor Networks for Improved Performance

Jasmeet Singh Tuteja; Dilip Kumar Sharma

Title:
Enhancing Clustering Techniques in Wireless Sensor Networks for Improved Performance

Authors:
Dilip Kumar Sharma | Jasmeet Singh Tuteja

Cite This Article :

Dilip Kumar Sharma | Jasmeet Singh Tuteja "Enhancing Clustering Techniques in Wireless Sensor Networks for Improved Performance" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-8 | Issue-1, February 2024, pp.119-123, URL: https://www.ijtsrd.com/papers/ijtsrd61342.pdf

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Abstract :
A wireless sensor network is a group of specialized transducers with a communications infrastructure for monitoring and recording conditions at diverse locations. Commonly monitored parameters are humidity, pressure, temperature, wind direction and speed, vibration intensity, illumination intensity, sound intensity, chemical concentrations, power-line voltage, pollutant levels and vital body functions. A wireless network communication become a common for any data and IEEE 802.11 is a used for wireless LAN communication because of its simplicity system. Wireless sensor node deployment deferent topology are frequently changed are for the using sensor node. In this paper analysis and improve energy consumption for using different node 50, 100 and 150 using K-mean, fuzzy and SOM algorithm with five cluster and as a result to increase the network life time, using fuzzy logic inference system using Matlab R2013a Simulation tools.

Keywords :
Wireless sensor network, SOM algorithm, K-mean, Fuzzy, Sensor Network

Publication Details:

Unique Identification Number : IJTSRD61342

Published In : Volume-8 | Issue-1, February 2024

Page Number(s) : 119-123

Publisher Name : IJTSRD | www.ijtsrd.com | E-ISSN 2456-6470

Copyright © 2019 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0)

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