ALWadHA Localization Algorithm: Yet More Energy Efficient

ADNAN M. ABU-MAHFOUZ*, GERHARD P HANCKE

*Corresponding author for this work

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

29 Citations (Scopus)
58 Downloads (CityUHK Scholars)

Abstract

Many wireless sensor networks (WSNs) applications, techniques, and algorithms require the position of the sensor nodes. Sensor nodes mainly rely on localization algorithms to determine their own physical location. Usually, these sensor nodes are equipped with a limited power source. Therefore, a localization algorithm used by a WSN should be an energy-aware algorithm. One of the energy efficient
localization algorithms that has been proposed recently is an efficient localization algorithm for wireless ad hoc sensor networks with high accuracy (ALWadHA). In this paper, we investigate the impact of using three techniques by ALWadHA in improving the energy efficiency of ALWadHA: first, a single-estimation approach whereby a node estimates its position only once; second, dynamic power control whereby reference nodes reduce their transmission power based on their distance to the node that broadcasts the location request; and third an incremental and exponential requesting rate approach, which controls the frequency rate of
sending the location request. Simulation results show that the final approach reduces the energy consumption of ALWadHA by 51.5%, without compromising the accuracy of the position estimation.
Original languageEnglish
Article number7886306
Pages (from-to)6661-6667
JournalIEEE Access
Volume5
Online published24 Mar 2017
DOIs
Publication statusOnline published - 24 Mar 2017

Research Keywords

  • ALWadHA
  • dynamic power control
  • energy efficiency
  • Localization algorithm
  • position estimation
  • successive-refinement localization algorithm
  • WSN

Publisher's Copyright Statement

  • 2017 IEEE. Translations and content mining are permitted for academic research only. Personal use is also permitted, but republication/redistribution requires IEEE permission.

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