Fault-tolerant topology determination for IoT network

Ryuichi Takahashi, Mitsumasa Ota, Yoshiaki Fukazawa

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In the IoT, gateways are used as relay points so that resources deployed in an environment can communicate with each other. As the number communication paths connected to one gateway increases, the number of paths interrupted by a gateway failure increases. In an environment where real-time communication is required, the loss of data due to a gateway failure is unacceptable. Therefore, a method to determine the routing topology with fewer paths that are interrupted by a gateway failure is needed. In this paper, we propose a method to generate a fault-tolerant routing topology by a genetic algorithm. Our experimental results show that the proposed method can generate a topology where communication routes are not concentrated on one gateway in a realistic time.

Original languageEnglish
Title of host publicationProceedings of the 13th International Conference on Ubiquitous Information Management and Communication, IMCOM 2019
EditorsSukhan Lee, Hyunseung Choo, Roslan Ismail
PublisherSpringer-Verlag
Pages62-76
Number of pages15
ISBN (Print)9783030190620
DOIs
Publication statusPublished - 2019 Jan 1
Event13th International Conference on Ubiquitous Information Management and Communication, IMCOM 2019 - Phuket, Thailand
Duration: 2019 Jan 42019 Jan 6

Publication series

NameAdvances in Intelligent Systems and Computing
Volume935
ISSN (Print)2194-5357

Conference

Conference13th International Conference on Ubiquitous Information Management and Communication, IMCOM 2019
CountryThailand
CityPhuket
Period19/1/419/1/6

    Fingerprint

Keywords

  • Fault-tolerance
  • Genetic algorithm
  • IoT network topology

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computer Science(all)

Cite this

Takahashi, R., Ota, M., & Fukazawa, Y. (2019). Fault-tolerant topology determination for IoT network. In S. Lee, H. Choo, & R. Ismail (Eds.), Proceedings of the 13th International Conference on Ubiquitous Information Management and Communication, IMCOM 2019 (pp. 62-76). (Advances in Intelligent Systems and Computing; Vol. 935). Springer-Verlag. https://doi.org/10.1007/978-3-030-19063-7_6