Abstract
Motivated by enormous highway-lighting energy consumption, smart lighting development is crucial to better manage available resources. While existing literature focused on ensuring cost-effective lighting, an equally important requirement, namely the visual comfort of motorists, is almost disregarded. This article proposes a novel Internet of Things-enabled system that can be intelligently controlled according to the traffic demand. Cooperative relay-network architecture is the central element that leverages upon placement of cyber-enabled lampposts to allow for sensing-exchanging highway traffic information. Data accumulation is exploited to automate adaptive switching on/off the lighting and provide backtracking detection of faulty lampposts. From the service provider's perspective, we envision to deploy low-cost highly durable sensing and network components to significantly cut down the operating cost. From the road user's perspective, the relay-network is envisaged to provide seamless driving experience where sufficient lighting is always perceived along the road. A critical analysis quantitatively evaluates the seamless driving experience considering car arrival rate, outage probability, and device malfunction probability. A road occupancy-based cost estimation analysis demonstrates the effective cost reduction of the proposal compared to existing systems. Furthermore, the performance of chosen communication modules under different setups is assessed through simulation, suggesting appropriate protocol for different highway traffic conditions.
Original language | English |
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Article number | 9034202 |
Pages (from-to) | 46-55 |
Number of pages | 10 |
Journal | IEEE Systems Journal |
Volume | 15 |
Issue number | 1 |
Early online date | 12 Mar 2020 |
DOIs | |
Publication status | Published - Mar 2021 |
Bibliographical note
Funding Information:Manuscript received August 28, 2019; revised January 14, 2020; accepted January 16, 2020. Date of publication March 12, 2020; date of current version March 9, 2021. This work was supported by the University Malaysia Pahang under the Flagship Grant RDU192202. The work of I. F. Kurniawan was supported by the Directorate General of Resources for Science, Technology and Higher Education, Indonesia. (Corresponding authors: M. A. Rahman; A. T. Asyhari.) Md Arafatur Rahman and Marufa Yeasmin Mukta are with the Faculty of Computing and IBM CoE, Universiti Malaysia Pahang, Pekan 26600, Malaysia (e-mail: [email protected]; [email protected]).
Publisher Copyright:
© 2021 IEEE.
Copyright:
Copyright 2021 Elsevier B.V., All rights reserved.
Keywords
- Energy efficiency
- internet of things
- pervasive lighting system
- relay network
- smart highway
- smart lighting
ASJC Scopus subject areas
- Control and Systems Engineering
- Information Systems
- Computer Science Applications
- Computer Networks and Communications
- Electrical and Electronic Engineering