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CITT - Construction of an interference-tolerant tree topology using cross-layer information

Research output: Contribution to journalArticlepeer-review

Abstract

We propose a mechanism that builds and maintains a tree topology, which estimates the level of interference on the wireless channel and takes routing decisions accordingly. We call our mechanism construction of an interference-tolerant tree topology (CITT) and divide it into three steps: information collection, fault detection and fault recovery. In the first step, CITT gathers data related to the interference from the MAC layer. In the second step, CITT estimates the level of interference on the wireless channel by using a naive Bayes classifier. In the third step, CITT finds the routing paths with the lowest levels of interference. We implemented CITT on Contiki and evaluated it on a real testbed composed of 10 nodes. The results show that CITT outperforms RPL regarding end-to-end latency and packet reception rate, at the cost of a slight increase in power consumption.

Original languageEnglish
Pages (from-to)179-188
Number of pages10
JournalInternational Journal of Sensor Networks
Volume31
Issue number3
DOIs
StatePublished - 2019

Keywords

  • Interference problem
  • Tree construction
  • Tree maintenance

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