Call for Papers:Vol.11 Issue.3

Submission
Last date		 28-Jun-2025
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-11,Issue-3. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  Expectation – Maximization Clustering using Gaussian Mixture Model For Energy Efficient Routing Protocol in Wireless Sensor Network
PaperId: :  15918
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 1 2022
DUI:    16.0415/IJARIIE-15918
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Chitralekha NagleSIRT, Bhopal, India
Dr Uday PanwarSIRT, Bhopal, India

Abstract

Electronic and Communication
Wireless Network, Sensor Network, Machine Learning, Clustering, Feature Selection,Energy Efficient, Routing Protocol, Gaussian Mixture Models , Expectation – Maximization
Thei Wirelessi Sensori Networki (WSN)i isi introducedi ini orderi toi performi thei wirelessi communication,i ini whichi thei endi usersi cani havei thei poweri ofi movementi ini thei networki ati anywherei anytime.i Routingi isi ai fundamentali operationi ini WSNi wherei ai sourcei nodei transmitsi ai messagei thati isi toi bei disseminatedi toi appropriatei nodesi ini thei Network.i Nodesi ini WSNi arei formingi ai dynamici topologyi byi thati thei nodesi arei continuouslyi changingi theiri location.i Efficiencyi ofi Routei huntingi ini mobilei ad-hoci networki isi dependenti uponi blindi floodingi ofi routei requesti packetsi ini network.i Blindi floodingi ofi routei requesti packetsi leadi toi increasedi redundancyi overi thei networks.i Thesei datai redundancyi overi thei networki unnecessarilyi increasei conjunctioni andi traffici overi thei network. Ini thisi paper,i nodei ini networki arei bipartitei ini twoi energyi overi traffici groupi ie.i Highi traffici areai nodei andi lowi traffici areai node.i Batteryi poweri ofi highi traffici areai nodei isi graduallyi decreasei ati highi ratei whereasi batteryi poweri ofi lowi traffici areai nodei arei degradedi withi loweri rate.i Proposedi worki use batteryi poweri indicatori toi swapi thei nodei fromi lowi traffici areai toi highi traffici areai toi maintaini energyi leveli andi toi maintaini longeri survivali ofi ai network.i Thisi methodologyi isi usedi to selecti nodei fromi littlei traffici areai takingi advancedi residuali energyi limiti toi deliveri supplementi supporti toi lowi energyi nodei ini highi traffici zone.i Expectation – Maximization isi usedi toi selecti swappingi nodei fromi lowi traffici areai havingi similari characteristicsi withi loweri responsibilityi andi liesi ati minimumi hopi distancei fromi requestingi node.i Expectation – Maximization selecti swappingi nodei withi minimumi energy overhead which also lead longer survival of network.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Chitralekha Nagle, and Dr Uday Panwar. "Expectation – Maximization Clustering using Gaussian Mixture Model For Energy Efficient Routing Protocol in Wireless Sensor Network" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 1 2022 Page 459-470
MLA Chitralekha Nagle, and Dr Uday Panwar. "Expectation – Maximization Clustering using Gaussian Mixture Model For Energy Efficient Routing Protocol in Wireless Sensor Network." International Journal Of Advance Research And Innovative Ideas In Education 8.1(2022) : 459-470.
APA Chitralekha Nagle, & Dr Uday Panwar. (2022). Expectation – Maximization Clustering using Gaussian Mixture Model For Energy Efficient Routing Protocol in Wireless Sensor Network. International Journal Of Advance Research And Innovative Ideas In Education, 8(1), 459-470.
Chicago Chitralekha Nagle, and Dr Uday Panwar. "Expectation – Maximization Clustering using Gaussian Mixture Model For Energy Efficient Routing Protocol in Wireless Sensor Network." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 1 (2022) : 459-470.
Oxford Chitralekha Nagle, and Dr Uday Panwar. 'Expectation – Maximization Clustering using Gaussian Mixture Model For Energy Efficient Routing Protocol in Wireless Sensor Network', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 1, 2022, p. 459-470. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Expectation_–_Maximization_Clustering_using_Gaussian_Mixture_Model_For_Energy_Efficient_Routing_Protocol_in_Wireless_Sensor_Network_ijariie15918.pdf (Accessed : 06 April 2025).
Harvard Chitralekha Nagle, and Dr Uday Panwar. (2022) 'Expectation – Maximization Clustering using Gaussian Mixture Model For Energy Efficient Routing Protocol in Wireless Sensor Network', International Journal Of Advance Research And Innovative Ideas In Education, 8(1), pp. 459-470IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Expectation_–_Maximization_Clustering_using_Gaussian_Mixture_Model_For_Energy_Efficient_Routing_Protocol_in_Wireless_Sensor_Network_ijariie15918.pdf (Accessed : 06 April 2025)
IEEE Chitralekha Nagle, and Dr Uday Panwar, "Expectation – Maximization Clustering using Gaussian Mixture Model For Energy Efficient Routing Protocol in Wireless Sensor Network," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 1, pp. 459-470, Jan-Feb 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Expectation_–_Maximization_Clustering_using_Gaussian_Mixture_Model_For_Energy_Efficient_Routing_Protocol_in_Wireless_Sensor_Network_ijariie15918.pdf [Accessed : 06 April 2025].
Turabian Chitralekha Nagle, and Dr Uday Panwar. "Expectation – Maximization Clustering using Gaussian Mixture Model For Energy Efficient Routing Protocol in Wireless Sensor Network." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 1 (06 April 2025).
Vancouver Chitralekha Nagle, and Dr Uday Panwar. Expectation – Maximization Clustering using Gaussian Mixture Model For Energy Efficient Routing Protocol in Wireless Sensor Network. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : 06 April 2025]; 8(1) : 459-470. Available from: https://ijariie.com/AdminUploadPdf/Expectation_–_Maximization_Clustering_using_Gaussian_Mixture_Model_For_Energy_Efficient_Routing_Protocol_in_Wireless_Sensor_Network_ijariie15918.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 4/6/2025 4:36:27 AM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
SOLAR WIRELESS ELECTRIC VEHICLE USING CHARGING SYSTEMElectronic and communication Hima J Download
Literature Review on Fibre Bragg Grating Sensors: Principles, Fabrication Techniques, Applications, and Future ProspectsElectronics and Communication Engineering Yashaswini D Download
Literature Survey on Smart Optical Fiber based Respiratory Monitoring systemElectronics and communication engineering Sai Priyanka A M Download
An loT Based Novel Approach to Health Emergency Management Through Real-Time Data Acquisition and AnalysisHealth sectorDr Siddesh G K Download
DESIGN AND DEVELOPMENT OF RIVER SURFACE CLEANING ROBOT USING IOTElectronics and communication engineeringBALAJI B R Download
A Solar Powered Wireless Power Transfer for Electric Vehicle (EV) ChargingElectronics and Communication EngineeringDr. Siddesh G K Download
AI-XRAY: AUTOMATED LUNG CANCER AND PNEUMONIA DETECTIONElectronics and communication engineeringYASHASWINI H M Download
Predictive Health Monitoring for Proactive Public Safety and ManagementElectronics and Communication EngineeringROOPA G D Download
IMPROVING BRAIN CANCER DETECTION THROUGH AI DRIVEN OBJECT RECOGNAISATIONElectronic and communication Parvathi CM Download
IOT BASED SMART FOOTWEAR FOR WOMEN & CHILDEREN SECURITYElectronics & CommunicationNandini G R Download
Smart Pesticide Sprayer Robot Using IOT In Agriculture FieldEletronics and Communication EngineeringMadhukeshava M Download
Evaluation of LoRa Based Air Pollution Monitoring SystemElectronic and Communication EngineeringSATHISH H Download
SMART CROP MONITORING SYSTEM AND IOTElectronics and Communication EngineeringSangeetha M R Download
Design of a IoT-based Water Harvesting, Moisture Monitoring, and Crop Monitoring System for Precision AgricultureElectronics and communication engineeringDeepthi T R Download
SMART GLOVES FOR SPEECH IMPAIRED PEOPLESELECTRONICS AND COMMUNICATION ENGINEERINGSudharshan M K Download
12