Distributed on-line multidimensional scaling for self-localization in wireless sensor networks

@article{Morral2014DistributedOM,
  title={Distributed on-line multidimensional scaling for self-localization in wireless sensor networks},
  author={Gemma Morral and Pascal Bianchi},
  journal={2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  year={2014},
  pages={1110-1114}
}
  • Gemma Morral, Pascal Bianchi
  • Published 2014
  • Computer Science, Mathematics
  • 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
  • Consider a wireless network formed by fixed or mobile nodes. Each node seeks to estimate its own position based on noisy measurements of the relative distance with other nodes. In a centralized batch mode, positions can be retrieved (up to a rigid transformation) by applying Principal Component Analysis (PCA) on a so-called similarity matrix built from the relative distances. In this paper, we propose a distributed on-line algorithm allowing each node to estimate its own position based limited… CONTINUE READING

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