About | Contact Us | Register | Login
ProceedingsSeriesJournalsSearchEAI
ew 20(29): e5

Research Article

An adaptive ensemble localization approach for sensor nodes in WSN-IoT

Download970 downloads
Cite
BibTeX Plain Text
  • @ARTICLE{10.4108/eai.13-7-2018.164100,
        author={Ravi Sharma and Shiva Prakash},
        title={An adaptive ensemble localization approach for sensor nodes in WSN-IoT},
        journal={EAI Endorsed Transactions on Energy Web},
        volume={7},
        number={29},
        publisher={EAI},
        journal_a={EW},
        year={2020},
        month={4},
        keywords={WSN-IoT, Range Based, Beacon Node, Localization Accuracy, Convergence Rate, Location Error},
        doi={10.4108/eai.13-7-2018.164100}
    }
    
  • Ravi Sharma
    Shiva Prakash
    Year: 2020
    An adaptive ensemble localization approach for sensor nodes in WSN-IoT
    EW
    EAI
    DOI: 10.4108/eai.13-7-2018.164100
Ravi Sharma1,*, Shiva Prakash2
  • 1: Department of Computer Science and Engineering, Madan Mohan Malaviya University of Technology – Gorakhpur, India
  • 2: Department of Information Technology and Computer Application, Madan Mohan Malaviya University of Technology – Gorakhpur, India
*Contact email: ravi.cs.0904@gmail.com

Abstract

Localization is an essential module for most protocols and applications in Wireless Sensor Networks - Internet of Things (WSN-IoT). Among the well-known approaches available for WSN-IoT localization, the algorithm requires at least one, two, or three beacon nodes-based localization approaches. Many other localization protocols use a small set of beacon nodes for the localization of sensor nodes. However, still, the authors are not able to provide an accurate and reliable approach in the field of WSN-IoT. Thus, this work provides an adaptive ensemble localization approach in WSN-IoT. The proposed approach adaptively uses the concept of available single, two, and three beacons nodes-based localization approaches according to the number of available beacon nodes. By comparing available single, two, or three beacons nodes-based localization approaches the simulation results of the proposed work outperformed in terms of fast convergence rate, less erroneous and higher accuracy with reducing the line of sight problem.

Keywords
WSN-IoT, Range Based, Beacon Node, Localization Accuracy, Convergence Rate, Location Error
Received
2019-12-16
Accepted
2020-04-17
Published
2020-04-23
Publisher
EAI
http://dx.doi.org/10.4108/eai.13-7-2018.164100

Copyright © 2020 Ravi Sharma et al., licensed to EAI. This is an open access article distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/3.0/), which permits unlimited use, distribution and reproduction in any medium so long as the original work is properly cited.

EBSCOProQuestDBLPDOAJPortico
EAI Logo

About EAI

  • Who We Are
  • Leadership
  • Research Areas
  • Partners
  • Media Center

Community

  • Membership
  • Conference
  • Recognition
  • Sponsor Us

Publish with EAI

  • Publishing
  • Journals
  • Proceedings
  • Books
  • EUDL