EMIT: An Efficient MAC Paradigm for the Internet of Things
Author(s) -
Arjun Bakshi,
Lu Chen,
Kannan Srinivasan,
C. Emre Koksal,
Atilla Eryılmaz
Publication year - 2019
Publication title -
ieee/acm transactions on networking
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.022
H-Index - 174
eISSN - 1558-2566
pISSN - 1063-6692
DOI - 10.1109/tnet.2019.2928002
Subject(s) - computer science , overhead (engineering) , reliability (semiconductor) , exploit , computer network , interference (communication) , the internet , internet of things , protocol (science) , distributed computing , power (physics) , channel (broadcasting) , computer security , medicine , physics , alternative medicine , pathology , quantum mechanics , world wide web , operating system
The future Internet of Things (IoT) networks are expected to be composed of a large population of low-cost devices communicating dynamically with access points or neighboring devices to communicate small bundles of delay-sensitive data. To support the high-intensity and short-lived demands of these emerging networks, we propose an Efficient MAC paradigm for IoT (EMIT). Our paradigm bypasses the high overhead and coordination costs of existing MAC solutions by employing an interference-averaging strategy that allow users to share their resources simultaneously. In contrast to the predominant interference-suppressing approaches, EMIT exploits the dense and dynamic nature of IoT networks to reduce the spatio-temporal variability of interference to achieve low-delay and high-reliability in service. This paper introduces foundational ideas of EMIT by characterizing the global interference statistics in terms of single-device operation and develops power-rate allocation strategies to guarantee low-delay high-reliability performance. A significant portion of our work is aimed at validating these theoretical principles in experimental testbeds, where we compare the performance of EMIT to a CSMA-based MAC protocol. Our comparisons confirm the beneficial characteristics of EMIT, and reveal significant gains over CSMA strategies in the case of IoT traffic.
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