A Diverse Band-Aware Dynamic Spectrum Access Network Architecture for Delay-Tolerant Smart City Applications

Vijay K. Shah, Brian Luciano, Simone Silvestri, Shameek Bhattacharjee, Sajal K. Das

Research output: Contribution to journalArticlepeer-review

3 Scopus citations

Abstract

According to the Smart City Council, an adequate telecommunications infrastructure is vital for the success of businesses, industries as well as residents of Smart cities. However, currently available standard and cellular technologies, such as 3/4G, GSM (Global System for Mobile Communications) and LTE (Long-Term Evolution), are rapidly reaching their limit mainly due to increased traffic demand. Such limitations are only going to worsen in the next years, due to the advent of Internet of Things technologies that are expected to interconnect billions of devices to the Internet. In this paper, we propose a novel network architecture that supports several delay-tolerant (non-real-time) Smart city applications and services (e.g., gathering air pollution information), and therefore, a promising approach to address the burdening of increased traffic demand to Smart city's legacy standard and cellular communication infrastructure. The proposed architecture is based on an innovative diverse band-aware Dynamic Spectrum Access (d-DSA) paradigm, that allows a certain wireless device to opportunistically access idle channels in multiple licensed/unlicensed spectrum bands. d-DSA radio devices are mounted on Smart city's urban vehicles (e.g., taxis) that act as mobile routers to gather, carry, and forward various types of data traffic. This results in a time-varying and unpredictable delay-tolerant network (DTN) where each node can access whitespace channels and transmit in multiple spectrum bands. Given lack of research in efficient routing schemes for such d-DSA DTN networks, we propose a distributed and lightweight d-DSA aware Geographical Routing (dDSA-GR) protocol, that utilizes a weighted linear metric for selecting a suitable spectrum band, and classic georouting principle for choosing next hop node in the path route between any node pair in d-DSA DTNs. Results on realistic traces based on the map of Lexington, KY, USA, show that our dDSA-GR routing protocol outperforms baseline approaches in terms of network delay, message delivery ratio, and energy efficiency, under all considered scenarios.

Original languageEnglish
Article number8967037
Pages (from-to)1125-1139
Number of pages15
JournalIEEE Transactions on Network and Service Management
Volume17
Issue number2
DOIs
StatePublished - Jun 2020

Bibliographical note

Funding Information:
Manuscript received May 29, 2019; revised November 23, 2019 and January 15, 2020; accepted January 18, 2020. Date of publication January 23, 2020; date of current version June 10, 2020. This research is partially supported by the NSF grants CNS-1818942, CNS-1545037, and CNS-1545050. The associate editor coordinating the review of this article and approving it for publication was K. C. Almeroth. (Corresponding author: Vijay K. Shah.) Vijay K. Shah is with the Department of Electrical and Computer Engineering, Virginia Tech, Blacksburg, VA 24061 USA (e-mail: vijays@vt.edu).

Publisher Copyright:
© 2019 IEEE.

Keywords

  • Internet of Things
  • Smart cities
  • delay tolerant network
  • dynamic spectrum access
  • routing

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Electrical and Electronic Engineering

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