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  • 标题:Adaptive Estimation and PI Learning Spring-Relaxation Technique For Location Estimation in Wireless Sensor Networks
  • 本地全文:下载
  • 作者:Li Haiyan ; Hu Yun-an ; Zhu Min
  • 期刊名称:International Journal on Smart Sensing and Intelligent Systems
  • 印刷版ISSN:1178-5608
  • 出版年度:2013
  • 卷号:6
  • 期号:1
  • 页码:317-332
  • 出版社:Massey University
  • 摘要:In order to reduce the location estimation error in Wireless Sensor Network(WSN). A localization algorithm is proposed combining adaptive estimation, PI-learning and spring-relaxation techniques for wireless sensor networks in this paper. Our proposed method takes the advantages of the spring-relaxation technique, thus it inherits its simplicity. The overall accuracy of the location estimations is improved by introducing adaptive estimation and PI-learning. Moreover, it requires only a few beacons with known locations to compute the location estimates of all sensors. Simulation examples demonstrate the overall accuracy of the proposed method
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