Accurate range-based distributed localization of wireless sensor nodes using grey wolf optimizer

Authors

  • Nabil Abdelkader Nouri Telecommunication and Smart Systems Laboratory, Djelfa university of Algeria, Djelfa, 17000, Algeria
  • Abdenacer Naouri School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China
  • Sahraoui Dhelim School of Computer Science University College Dublin Dublin 4, Ireland

DOI:

https://doi.org/10.18540/jcecvl9iss4pp15920-01e

Keywords:

Sensors, localization, RSS

Abstract

Various ranging techniques are frequently employed in wireless sensor networks (WSNs) to determine the distance between a node and its neighboring anchor nodes. The distance measurement, as mentioned earlier is subsequently employed to estimate the location of the node whose location is unknown. The present paper presents an Accurate Localization Scheme that utilizes Grey Wolf Optimization (GWO) and is based on the Radio Signal Strength (RSS) ranging technique. The efficiency of our technique has been proved through extensive simulations, showing a consistent improvement in localization accuracy ratios and a decrease in location errors while maintaining cost-effectiveness.

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Published

2023-06-08

How to Cite

Nouri , N. A., Naouri, A., & Dhelim, S. (2023). Accurate range-based distributed localization of wireless sensor nodes using grey wolf optimizer. The Journal of Engineering and Exact Sciences, 9(4), 15920–01e. https://doi.org/10.18540/jcecvl9iss4pp15920-01e

Issue

Section

General Articles