On-line learning and prediction of link quality in wireless sensor networks

  title={On-line learning and prediction of link quality in wireless sensor networks},
  author={D. Marinca and P. Minet},
  journal={2014 IEEE Global Communications Conference},
  • D. Marinca, P. Minet
  • Published 2014
  • Computer Science
  • 2014 IEEE Global Communications Conference
  • Communication between sensor nodes in a Wireless Sensor Network (WSN) faces energy and bandwidth constraints. The dynamic behavior over time of the wireless channels makes ephemeral the neighborhood relation between sensors. Link quality estimation is critical for many WSN applications because it drastically influences the success of transmissions. In this paper we resort to machine learning methods to predict the short term evolution of link quality, in order to switch the data transmission on… CONTINUE READING
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