CorTiS: Correlation-Based Time Synchronization in Internet of Things

Baofeng Zhou, Mehmet C. Vuran

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

6 Scopus citations

Abstract

Efficient and accurate time synchronization is critical to various applications in the Internet of Things and has been extensively studied. The emergence of large-scale, duty-cycled sensor networks ruins the previous assumptions used for protocol design, leading to the necessity of developing new synchronization protocols to achieve better energy efficiency and reliability. In this paper, the correlation-based time synchronization protocol (CorTiS), which exploits the spatiotemporal correlation between clocks, is developed. To the best of our knowledge, this is the first effort that exploits spatiotemporal correlation for time synchronization. A theoretical spatiotemporal model is presented to capture the collective behaviors of clocks. With this model, a probabilistic prediction scheme to infer synchronization errors based on correlation is developed without additional message exchanges. The CorTiS protocol is then developed incorporating community detection technique to cluster clocks that are tightly correlated as synchronization communities, such that different communities can be adaptively synchronized. Simulation results show that with CorTiS, participating nodes in each synchronization round can be significantly reduced in dynamic environments.

Original languageEnglish (US)
Title of host publication2019 IEEE International Conference on Communications, ICC 2019 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781538680889
DOIs
StatePublished - May 2019
Event2019 IEEE International Conference on Communications, ICC 2019 - Shanghai, China
Duration: May 20 2019May 24 2019

Publication series

NameIEEE International Conference on Communications
Volume2019-May
ISSN (Print)1550-3607

Conference

Conference2019 IEEE International Conference on Communications, ICC 2019
Country/TerritoryChina
CityShanghai
Period5/20/195/24/19

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Electrical and Electronic Engineering

Fingerprint

Dive into the research topics of 'CorTiS: Correlation-Based Time Synchronization in Internet of Things'. Together they form a unique fingerprint.

Cite this