A cluster analysis-based localization scheme for wireless sensor networks using mobile anchor nodes with directional antennas

Yu Jung Chang, Chia Ho Ou, Kuo Feng Ssu

研究成果: Conference contribution

2 引文 斯高帕斯(Scopus)

摘要

Precise location of sensor nodes is essential to the success of sensor network applications. Several localization methods based on mobile anchor nodes with directional antennas have been proposed. However, none of the methods was implemented by analyzing the directional antenna's radiation patterns with cluster analysis approaches. This paper presents a localization scheme based on the cluster analysis technique. The position of the sensor node can be determined using the scheme with the location information obtained by mobile anchor nodes equipped with directional antennas. The localization scheme has been implemented on an IRIS mote platform successfully. The experimental results show that the localization scheme achieves better accuracy than clustering algorithm K-means, statistical Mean and Median, and Received Signal Strength Indicator (RSSI) approaches.

原文English
主出版物標題Proceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018
編輯Artde Donald Kin-Tak Lam, Stephen D. Prior, Teen-Hang Meen
發行者Institute of Electrical and Electronics Engineers Inc.
頁面1156-1158
頁數3
ISBN(電子)9781538643426
DOIs
出版狀態Published - 2018 六月 22
事件4th IEEE International Conference on Applied System Innovation, ICASI 2018 - Chiba, Japan
持續時間: 2018 四月 132018 四月 17

出版系列

名字Proceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018

Other

Other4th IEEE International Conference on Applied System Innovation, ICASI 2018
國家Japan
城市Chiba
期間18-04-1318-04-17

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Hardware and Architecture
  • Energy Engineering and Power Technology
  • Control and Systems Engineering
  • Mechanical Engineering
  • Control and Optimization
  • Modelling and Simulation
  • Biomedical Engineering

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