The DOI matches its Crossref record; 158 of the 165 references it cites were found in a registry or an index.
Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications
Open accessAbstract
This paper provides an overview of the Internet of Things (IoT) with emphasis on enabling technologies, protocols, and application issues. The IoT is enabled by the latest developments in RFID, smart sensors, communication technologies, and Internet protocols. The basic premise is to have smart sensors collaborate directly without human involvement to deliver a new class of applications. The current revolution in Internet, mobile, and machine-to-machine (M2M) technologies can be seen as the first phase of the IoT. In the coming years, the IoT is expected to bridge diverse technologies to enable new applications by connecting physical objects together in support of intelligent decision making. This paper starts by providing a horizontal overview of the IoT. Then, we give an overview of some technical details that pertain to the IoT enabling technologies, protocols, and applications. Compared to other survey papers in the field, our objective is to provide a more thorough summary of the most relevant protocols and application issues to enable researchers and application developers to get up to speed quickly on how the different protocols fit together to deliver desired functionalities without having to go through RFCs and the standards specifications. We also provide an overview of some of the key IoT challenges presented in the recent literature and provide a summary of related research work. Moreover, we explore the relation between the IoT and other emerging technologies including big data analytics and cloud and fog computing. We also present the need for better horizontal integration among IoT services. Finally, we present detailed service use-cases to illustrate how the different protocols presented in the paper fit together to deliver desired IoT services.
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“The growth of the Industrial Internet of Things (IIoT) is leading to more industrial devices like sensors, instruments, controllers, and appliances being connected and becoming IP-enabled [24].”
From Seamless Industry 4.0 Integration: A Multilayered Cyber-Security Framework for Resilient SCADA Deployments in CPPS (2023) · cites this paper as [24]
Experimental — accuracy not yet measuredIn the citing paper
“TLMs are widely integrated into edge computing [140] and IoT environments [141], allowing devices to process and interpret natural language commands locally, without reliance on cloud infrastructure.”
From Tiny Language Models for Automation and Control: Overview, Potential Applications, and Future Research Directions (2025) · cites this paper as [141]
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Citations
Cites
The Internet of Things: A survey
Atzori, L., Iera, A., & Morabito, G. (2010) · Computer Networks · doi:10.1016/j.comnet.2010.05.010 · Cited by 15,613
Internet of Things (IoT): A vision, architectural elements, and future directions
Gubbi, J., Buyya, R., Marusic, S., & Palaniswami, M. (2013) · Future Generation Computer Systems · doi:10.1016/j.future.2013.01.010 · Cited by 12,293
Fog computing and its role in the internet of things
Bonomi, F., Milito, R., Zhu, J., & Addepalli, S. (2012) · Proceedings of the first edition of the MCC workshop on Mobile cloud computing · doi:10.1145/2342509.2342513 · Cited by 6,244
Architectural styles and the design of network-based software architectures
Fielding, R. T., & Taylor, R. N. (2000) · Cited by 5,094
Contiki - a lightweight and flexible operating system for tiny networked sensors
Dunkels, A., Grönvall, B., & Voigt, T. (2004) · doi:10.1109/lcn.2004.38 · Cited by 2,694
The Internet of Things: How the Next Evolution of the Internet Is Changing Everything
Evans, D. (2011) · Cited by 2,687
RPL: IPv6 Routing Protocol for Low-Power and Lossy Networks
Brandt, A., Hui, J., Kelsey, R. A., Levis, P. A., Pister, K. S. J., Struik, R., Vasseur, J., & Alexander, R. (2012) · doi:10.17487/rfc6550 · Cited by 2,662
Zhang, L., Afanasyev, A., Burke, J., Jacobson, V., claffy, K., Crowley, P., Papadopoulos, C., Wang, L., & Zhang, B. (2014) · ACM SIGCOMM Computer Communication Review · doi:10.1145/2656877.2656887 · Cited by 2,270
Research Directions for the Internet of Things
Stankovic, J. A. (2014) · IEEE Internet of Things Journal · doi:10.1109/jiot.2014.2312291 · Cited by 1,969
An Introduction to RFID Technology
Want, R. (2006) · IEEE Pervasive Computing · doi:10.1109/mprv.2006.2 · Cited by 1,766
Flagged first, then by citations
7 of the 165 references couldn’t be matched to a known paper.
Research works printed but not linked: 17
- 2014, Nimbits
- 2014, Press releases detail: Bluetooth technology website
- 2014, Eclipse Krikkit
- 2014, Eclipse SmartHome
- 2014, Eclipse SCADA
- 2014, Eclipse IoT
- vermillard, 2014, M2M, IoT, device management: One protocol to rule them all?, San Francisco CA USA
- rushden, 2012, Belkin Brings Your Home to Your Fingertips With WeMo Home Automation System
- wang, 2012, Pa-GFDP: An algorithm enhancing reliability of WSNs, WSEAS Trans Comput, 11, 445
- 2014, Open Auto Alliance
- bryant, 2008, Big-Data Computing Creating Revolutionary Breakthroughs in Commerce Science and Society
- 2014, IoT Code Recipes RPL mDNS and REST
- kempf, 0, Thoughts on reliability in the Internet of Things, Proc of the Interc Smart Objects with the Internet Workshop, 1
- 2014, OMA Lightweight M2M
- 2014, MASH IoT Platform Youtube Channel
- 2014, EU FP7 Internet of Things Architecture Project
- 2014, MQTT NIST Cyber Security Framework
Cited by
Sorted by citations
A Survey on Mobile Edge Computing: The Communication Perspective
Mao, Y., You, C., Zhang, J., Huang, K., & Letaief, K. B. (2017) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2017.2745201 · Cited by 5,607
Mobile Edge Computing: A Survey
Abbas, N., Zhang, Y., Taherkordi, A., & Skeie, T. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2017.2750180 · Cited by 2,474
Lin, J., Yu, W., Zhang, N., Yang, X., Zhang, H., & Zhao, W. (2017) · IEEE Internet of Things Journal · doi:10.1109/jiot.2017.2683200 · Cited by 2,793
Industrial Internet of Things: Challenges, Opportunities, and Directions
Sisinni, E., Saifullah, A., Han, S., Jennehag, U., & Gidlund, M. (2018) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2018.2852491 · Cited by 2,380
Deep Learning in Mobile and Wireless Networking: A Survey
Zhang, C., Patras, P., & Haddadi, H. (2019) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2019.2904897 · Cited by 1,913
Metadata
- Authors
- Al-Fuqaha, A., Guizani, M., Mohammadi, M., Aledhari, M., & Ayyash, M.
- Affiliations
- Qatar University (QA)
- Western Michigan University (US)
- Chicago State University (US)
- Venue
- IEEE Communications Surveys & Tutorials
- Published
- 2015
- Volume
- 17
- Issue
- 4
- Pages
- 2347-2376
- ISSN
- 1553-877X (ISSN-L)
- 2373-745X
- OpenAlex
- W2134295053
- Cited by
- 8,630
- References
- 165
- Citations by year
- 2026: 599 · 2025: 718 · 2024: 703 · 2023: 807 · 2022: 805 · 2021: 995 · 2020: 1145 · 2019: 1055 · 2018: 945 · 2017: 607 · 2016: 238 · 2015: 13
- FWCI
- 687.33
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- IEEE Communications Surveys & Tutorials (publishedVersion)
- Qatar University QSpace (Qatar University) (submittedVersion)
- Topics
- Physical Sciences › Computer Science › Computer Networks and Communications › IoT and Edge/Fog Computing
- Physical Sciences › Engineering › Electrical and Electronic Engineering › IoT Networks and Protocols
- Physical Sciences › Computer Science › Information Systems › Internet of Things and AI
- Keywords
- Internet of Things, IoT protocols, RFID, smart sensors, machine-to-machine communication, enabling technologies, IoT applications, big data analytics, cloud computing, fog computing, intelligent decision-making
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