Optimization Scheme for Power Transmission in Wireless Sensor Network

Anshul Kumar Yadav, Akshita Sharma, Anurag Yadav, Ankit Vijayvargiya, Aakash Saxena, Rajesh Kumar

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Citation (Scopus)

Abstract

Wireless Sensor Networks (WSNs) are networks of sensors that can sense a dynamic process and send the measured data over a common channel to a central base station. As the number of devices increases exponentially, the energy efficiency of WSN clusters needs to be considered. The transmission power refers to the total allowable output power of the sensors to send information packets. Consider the power transmission problem for a fully connected cluster, with the goal of finding the minimum transmission power for each node in a given cluster without disrupting the network. In order to obtain a more effective optimal solution for the mentioned problem, ten different cases are studied using five optimization algorithms. The optimization algorithm is repeatedly tested to find the global minima of the fitness function. The study emphasises that the artificial ecosystem optimizer is the best fit for the mentioned model in all 10 cases. The average energy saved in transmission by the best performing algorithm is about 6.4 dBm.

Original languageEnglish
Title of host publication2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798350399769
DOIs
Publication statusPublished - 2023
Externally publishedYes
Event2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023 - Aligarh, India
Duration: 10 Feb 202312 Feb 2023

Publication series

Name2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023

Conference

Conference2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023
Country/TerritoryIndia
CityAligarh
Period10/02/2312/02/23

Keywords

  • Optimization algorithm
  • Power transmission
  • Wireless Sensor Network
  • artificial ecosystem optimizer.

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications
  • Energy Engineering and Power Technology
  • Renewable Energy, Sustainability and the Environment
  • Automotive Engineering
  • Control and Optimization
  • Instrumentation

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