Main Reference PaperA Proposal for IoT Dynamic Routes Selection Based on Contextual Information., 2018 [Contiki-Cooja Simulator].
  • Araújo, Harilton, Joel Rodrigues, Ricardo Rabelo, Natanael Sousa, and José Sobral

Author Name(s):
  • Araújo, Harilton, Joel Rodrigues, Ricardo Rabelo, Natanael Sousa, and José Sobral

  • 10.3390/s18020353

DOI:
  • 10.3390/s18020353

  • Internet of Things (IoT)

Research Area:
  • Internet of Things (IoT)

  • This paper proposes an approach for IoT route selection using fuzzy logic in order to attain the requirements of specific applications

  • In this case, fuzzy logic is used to translate in math terms the imprecise information expressed by a set of linguistic rules

  • For this purpose, four Objective Functions (OFs) are proposed for the Routing Protocol for Low Power and Loss Networks (RPL); such OFs are dynamically selected based on context information

  • The aforementioned OFs are generated from the fusion of the following metrics: Expected Transmission Count (ETX), Number of Hops (NH) and Energy Consumed (EC).

  • The experiments performed through simulation, associated with the statistical data analysis, conclude that this proposal provides high reliability by successfully delivering nearly 100% of data packets, low delay for data delivery and increase in QoS.

  • In addition, an 30% improvement is attained in the network life time when using one of proposed objective function, keeping the devices alive for longer duration.

Abstract:
  • This paper proposes an approach for IoT route selection using fuzzy logic in order to attain the requirements of specific applications

  • In this case, fuzzy logic is used to translate in math terms the imprecise information expressed by a set of linguistic rules

  • For this purpose, four Objective Functions (OFs) are proposed for the Routing Protocol for Low Power and Loss Networks (RPL); such OFs are dynamically selected based on context information

  • The aforementioned OFs are generated from the fusion of the following metrics: Expected Transmission Count (ETX), Number of Hops (NH) and Energy Consumed (EC).

  • The experiments performed through simulation, associated with the statistical data analysis, conclude that this proposal provides high reliability by successfully delivering nearly 100% of data packets, low delay for data delivery and increase in QoS.

  • In addition, an 30% improvement is attained in the network life time when using one of proposed objective function, keeping the devices alive for longer duration.

  • Operating System : Ubuntu 12.04 LTS 64bit

  • Simulator: Cooja, Instant Contiki-3.0 and Vmware Player 12.5.6

  • Language: C

Software Tools & Technologies
  • Operating System : Ubuntu 12.04 LTS 64bit

  • Simulator: Cooja, Instant Contiki-3.0 and Vmware Player 12.5.6

  • Language: C

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