A closed-loop control architecture of UAV and WSN for traffic surveillance on highways

Nouman Bashir, Saadi Boudjit, Sherali Zeadally

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

Excessive speed is the leading cause of accidents on highways. The use of fixed road-side surveillance systems has proven ineffective because people take caution around only those locations. With more advanced technologies and exceptional maneuvering capabilities, Unmanned Aerial Vehicles (UAVs) is a promising candidate for real-time monitoring of vehicles on the highways. The dependency of recently proposed UAV-based architectures on terrestrial networks suffers from high deployment costs. To address this shortcoming, we propose a unique closed-loop control architecture for traffic surveillance on highways that increases the surveillance effectiveness and adapts according to varying traffic patterns. The proposed scheme is comprised of Wireless Sensor Network (WSN) and UAV, named Collaborative Highway Surveillance (CHS), that works without human intervention and enables the capture of over-speeding drivers on a highway. The WSN provides routing services to the UAV and dynamically guides UAV to the best hotspot to position itself. If any vehicle exceeds the speed limit allowed, the UAV immediately informs this event to the Mobile Base Station (MBS). However, to conserve the energy resources of the WSN, low-level speed violations are forwarded to the MBS only when the UAV gets closer to the MBS. Performance results obtained with our proposed architecture show an increase in surveillance efficiency with an improved response time compared with cooperative and stand-alone unguided UAV networks.

Original languageEnglish
Pages (from-to)78-86
Number of pages9
JournalComputer Communications
Volume190
DOIs
StatePublished - Jun 1 2022

Bibliographical note

Funding Information:
We thank the reviewers for their valuable comments which helped us improve the quality, content, and presentation of this paper. Sherali Zeadally was supported by a Fulbright U.S. scholar grant award administered by the U.S. Department of State Bureau of Educational and Cultural Affairs , and through its cooperating agency the Institute of International Education (“IIE”), United States .

Publisher Copyright:
© 2022 Elsevier B.V.

Keywords

  • Closed-loop system
  • Collaborating network
  • Highway surveillance
  • Multi-hop routing
  • UAVs
  • UAVs routing
  • WSN

ASJC Scopus subject areas

  • Computer Networks and Communications

Fingerprint

Dive into the research topics of 'A closed-loop control architecture of UAV and WSN for traffic surveillance on highways'. Together they form a unique fingerprint.

Cite this