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  • 标题:Adaptive Step-Sizes for Gradient Descent Localization in Wireless Sensor Networks
  • 本地全文:下载
  • 作者:Nuha A. S. Alwan
  • 期刊名称:International Journal of Information and Communication Technology Research
  • 电子版ISSN:2223-4985
  • 出版年度:2016
  • 卷号:6
  • 期号:1
  • 出版社:IRPN Publishers
  • 摘要:This paper treats the problem of centralized iterative gradient descent (GD) localization in 3-D wireless sensor networks (WSN) using the time-of-arrival- (TOA-) based distance measurements between the target node and a number of anchor nodes. For localization in 3-D space, at least four anchors are needed. Two types of adaptive step-sizes, as well as fixed step size, are used for iterative GD and a comparison is made under link failure and measurement noise conditions.
  • 关键词:centralized localization; gradient descent; adaptive step-size; link failure; measurement noise.
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