The DOI matches its Crossref record; 81 of the 83 references it cites were found in a registry or an index.
Internet of Things in Industries: A Survey
Abstract
Internet of Things (IoT) has provided a promising opportunity to build powerful industrial systems and applications by leveraging the growing ubiquity of radio-frequency identification (RFID), and wireless, mobile, and sensor devices. A wide range of industrial IoT applications have been developed and deployed in recent years. In an effort to understand the development of IoT in industries, this paper reviews the current research of IoT, key enabling technologies, major IoT applications in industries, and identifies research trends and challenges. A main contribution of this review paper is that it summarizes the current state-of-the-art IoT in industries systematically.
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“Despite the mentioned differences, Industry 4.0 technologies can benefit from the use of blockchain to tackle the four main challenges they face during their deployment [54]:”
From A Review on the Application of Blockchain to the Next Generation of Cybersecure Industry 4.0 Smart Factories (2019) · cites this paper as [54]
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
The vision of autonomic computing
Kephart, J. O., & Chess, D. M. (2003) · Computer · doi:10.1109/mc.2003.1160055 · Cited by 6,572
Internet of things: Vision, applications and research challenges
Miorandi, D., Sicari, S., Pellegrini, F. D., & Imrich Chlamtac, A. (2012) · Ad Hoc Networks · doi:10.1016/j.adhoc.2012.02.016 · Cited by 3,629
Context Aware Computing for The Internet of Things: A Survey
Perera, C., Zaslavsky, A., Christen, P., & Georgakopoulos, D. (2014) · IEEE Communications Surveys & Tutorials · doi:10.1109/surv.2013.042313.00197 · Cited by 2,861 · cited 1×
“The data may not have much meaningful value unless people find an effective way to analyze and understand it [62].”
BackgroundInternet of Things: Applications and Challenges in Technology and Standardization
Bandyopadhyay, D., & Sen, J. (2011) · Wireless Personal Communications · doi:10.1007/s11277-011-0288-5 · Cited by 1,603
Smart objects as building blocks for the Internet of things
Kortuem, G., Kawsar, F., Sundramoorthy, V., & Fitton, D. (2009) · IEEE Internet Computing · doi:10.1109/mic.2009.143 · Cited by 1,477
Wireless sensor networks for healthcare: A survey
Alemdar, H., & Ersoy, C. (2010) · Computer Networks · doi:10.1016/j.comnet.2010.05.003 · Cited by 1,427
Atzori, L., Iera, A., Morabito, G., & Nitti, M. (2012) · Computer Networks · doi:10.1016/j.comnet.2012.07.010 · Cited by 1,238 · cited 1×
“In the end, a " Process Evaluation " is used to evaluate the process [41], [42] The identification and tracking technologies involved in IoT include RFID systems, barcode, and intelligent sensors.”
MethodInternet of Things Strategic Research Roadmap
Vermesan, O., Friess, P., Guillemin, P., Gusmeroli, S., Sundmaeker, H., Bassi, A., Jubert, I. S., Mazura, M., Harrison, M. G., Eisenhauer, M., et al. (2022) · River Publishers eBooks · doi:10.1201/9781003338604-2 · Cited by 1,002
Future internet: The Internet of Things
Tan, L., & Wang, N. (2010) · International Conference on Advanced Computer Theory and Engineering · doi:10.1109/icacte.2010.5579543 · Cited by 907
Securing the Internet of Things
Román, R., Najera, P., & López, J. (2011) · Computer · doi:10.1109/mc.2011.291 · Cited by 809
RFID research: An academic literature review (1995–2005) and future research directions
Ngai, E. W. T., Moon, K. K.-L., Riggins, F. J., & Yi, C. Y. (2007) · International Journal of Production Economics · doi:10.1016/j.ijpe.2007.05.004 · Cited by 719
Guinard, D., Trifa, V., Karnouskos, S., Spieß, P., & Savio, D. (2010) · IEEE Transactions on Services Computing · doi:10.1109/tsc.2010.3 · Cited by 706
Enterprise Systems: State-of-the-Art and Future Trends
Xu, L. D. (2011) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2011.2167156 · Cited by 681
An overview of the Internet of Things for people with disabilities
Domingo, M. C. (2012) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2011.10.015 · Cited by 638
Compressed Sensing Signal and Data Acquisition in Wireless Sensor Networks and Internet of Things
Li, S., Xu, L. D., & Wang, X. (2012) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2012.2189222 · Cited by 564
RFID technology and its applications in Internet of Things (IoT)
Jia, X., Feng, Q., Fan, T., & Lei, Q. (2012) · International Conference on Consumer Electronics, Communications and Networks (CECNet) · doi:10.1109/cecnet.2012.6201508 · Cited by 542
From the Internet of Things to the Web of Things: Resource-oriented Architecture and Best Practices
Guinard, D., Trifa, V., Mattern, F., & Wilde, E. (2011) · Springer eBooks · doi:10.1007/978-3-642-19157-2_5 · Cited by 463
IOT Gateway: BridgingWireless Sensor Networks into Internet of Things
Zhu, Q., Wang, R., Chen, Q., Liu, Y., & Qin, W. (2010) · IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC) · doi:10.1109/euc.2010.58 · Cited by 450
An Architectural Approach Towards the Future Internet of Things
Uckelmann, D., Harrison, M. G., & Michahelles, F. (2011) · Springer eBooks · doi:10.1007/978-3-642-19157-2_1 · Cited by 412
Tao, F., Laili, Y., Xu, L., & Li, Z. (2012) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2012.2232936 · Cited by 362
Information architecture for supply chain quality management
Xu, L. D. (2010) · International Journal of Production Research · doi:10.1080/00207543.2010.508944 · Cited by 308
Pang, Z., Chen, Q., Han, W., & Zheng, L. (2012) · Information Systems Frontiers · doi:10.1007/s10796-012-9374-9 · Cited by 303
Integration of Distributed Enterprise Applications: A Survey
He, W., & Xu, L. D. (2012) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2012.2189221 · Cited by 295
Mobile applications in an aging society: Status and trends
Plaza, I., Martín, L., Martín, S., & Medrano, C. (2011) · Journal of Systems and Software · doi:10.1016/j.jss.2011.05.035 · Cited by 285
Cloud computing for Internet of Things & sensing based applications
Rao, B. B. P., Saluia, P., Sharma, N., Mittal, A., & Sharma, S. (2012) · International Conference on Sensing Technology · doi:10.1109/icsenst.2012.6461705 · Cited by 275
Application of RFID Technology for Logistics on Internet of Things
Sun, C. (2012) · AASRI Procedia · doi:10.1016/j.aasri.2012.06.019 · Cited by 239
Technology designed to combat fakes in the global supply chain
Li, L. (2012) · Business Horizons · doi:10.1016/j.bushor.2012.11.010 · Cited by 233
Active Pedestrian Safety by Automatic Braking and Evasive Steering
Keller, C. G., Dang, T., Fritz, H., Joos, A., Rabe, C., & Gavrila, D. M. (2011) · IEEE Transactions on Intelligent Transportation Systems · doi:10.1109/tits.2011.2158424 · Cited by 210
A survey of applications and requirements of unique identification systems and RFID techniques
Ilie‐Zudor, E., Kemény, Z., van Blommestein, F., Monostori, L., & van der Meulen, A. (2010) · Computers in Industry · doi:10.1016/j.compind.2010.10.004 · Cited by 208
Integration of hybrid wireless networks in cloud services oriented enterprise information systems
Li, S., Xu, L., Wang, X., & Wang, J. (2012) · Enterprise Information Systems · doi:10.1080/17517575.2011.654266 · Cited by 197
Lim, M. K., Bahr, W., & Leung, S. C. H. (2013) · International Journal of Production Economics · doi:10.1016/j.ijpe.2013.05.006 · Cited by 193
The Internet of Things. A Critique of Ambient Technology and the All-seeing Network of RFID
van Kranenburg, R. (2007) · media/rep/ · doi:10.25969/mediarep/19293 · Cited by 190
Data Cleaning for RFID and WSN Integration
Wang, L., Xu, L. D., Bi, Z., & Xu, Y. (2014) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2013.2250510 · Cited by 188
Li, Y., Hou, M., Liu, H., & Liu, Y. (2012) · Information Technology and Management · doi:10.1007/s10799-012-0121-1 · Cited by 176
Key Technologies and Applications of Internet of Things
Liu, Y., & Zhou, G. (2012) · International Conference on Intelligent Computation Technology and Automation · doi:10.1109/icicta.2012.56 · Cited by 155
Efficient naming, addressing and profile services in Internet-of-Things sensory environments
Liu, C. H., Yang, B. S., & Liu, T. (2013) · Ad Hoc Networks · doi:10.1016/j.adhoc.2013.02.008 · Cited by 152
Combining heterogeneous service technologies for building an Internet of Things middleware
da Gama, K. S., Touseau, L., & Donsez, D. (2011) · Computer Communications · doi:10.1016/j.comcom.2011.11.003 · Cited by 146
An Integrated Approach to Snowmelt Flood Forecasting in Water Resource Management
Fang, S., Xu, L., Pei, H., Liu, Y., Liu, Z., Zhu, Y., Yan, J., & Zhang, H. (2013) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2013.2257807 · Cited by 133
Panetto, H., & Cecil, J. (2012) · Enterprise Information Systems · doi:10.1080/17517575.2012.684802 · Cited by 131
Applications integration in a hybrid cloud computing environment: modelling and platform
Li, Q., Wang, Z., Li, W., Li, J., Wang, C., & Du, R.-Y. (2012) · Enterprise Information Systems · doi:10.1080/17517575.2012.677479 · Cited by 126
Using Propositional Logic for Requirements Verification of Service Workflow
Xu, L. D., Viriyasitavat, W., Ruchikachorn, P., & Martin, A. (2012) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2012.2187908 · Cited by 115
SWSpec: The Requirements Specification Language in Service Workflow Environments
Viriyasitavat, W., Xu, L. D., & Martin, A. (2012) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2011.2182519 · Cited by 104
Operations Research (OR) in Service Industries: A Comprehensive Review
Xing, Y., Li, L., Bi, Z., Wilamowska‐Korsak, M., & Zhang, L. (2013) · Systems Research and Behavioral Science · doi:10.1002/sres.2185 · Cited by 102
A DNS Architecture for the Internet of Things: A Case Study in Transport Logistics
Karakostas, B. (2013) · Procedia Computer Science · doi:10.1016/j.procs.2013.06.079 · Cited by 101
A cross-layer communication module for the Internet of Things
Han, C. Z., Jornet, J. M., Fadel, E. A., & Akyildiz, I. F. (2012) · Computer Networks · doi:10.1016/j.comnet.2012.10.003 · Cited by 96
An Intelligent Self-Organization Scheme for the Internet of Things
Ding, Y., Jin, Y., Ren, L., & Hao, K. (2013) · IEEE Computational Intelligence Magazine · doi:10.1109/mci.2013.2264251 · Cited by 92
The Internet of Things in the Cloud: A Middleware Perspective
Zhou, H. (2005) · International Linear Collider · Cited by 87
Tao, F., Guo, H., Li, Z., & Cheng, Y. (2011) · Enterprise Information Systems · doi:10.1080/17517575.2011.621981 · Cited by 86
Study On Key Technologies Of Internet Of Things Perceiving Mine
Qiuping, W., Shunbing, Z., & Du, C. (2011) · Procedia Engineering · doi:10.1016/j.proeng.2011.11.2442 · Cited by 85
Smart things in the social loop: Paradigms, technologies, and potentials
Atzori, L., Carboni, D., & Iera, A. (2013) · Ad Hoc Networks · doi:10.1016/j.adhoc.2013.03.012 · Cited by 84
Ren, L., Zhang, L., Tao, F., Zhang, X., Luo, Y., & Zhang, Y. (2011) · Enterprise Information Systems · doi:10.1080/17517575.2011.592598 · Cited by 84
Arsenio, A. M., Serra, H., Francisco, R., Nabais, F., Andrade, J., & Serrano, E. (2013) · Studies in computational intelligence · doi:10.1007/978-3-642-35016-0_1 · Cited by 80
Introduction: Systems Science in Industrial Sectors
Xu, L. D. (2013) · Systems Research and Behavioral Science · doi:10.1002/sres.2186 · Cited by 80
Pang, Z., Chen, Q., Tian, J., Zheng, L., & Dubrova, E. (2013) · International Conference on Advanced Communication Technology · Cited by 75
Systems Science: Methodological Approaches
Yi, L., Duan, X., Zhao, C., & Xu, L. D. (2012) · Cited by 73
Internet of Things: Key technology, architecture and challenging problems
Zhang, H., & Zhu, L. (2011) · IEEE International Conference on Computer Science and Automation Engineering · doi:10.1109/csae.2011.5952899 · Cited by 70
Cloud Computing and the Internet of Things: Technology Innovation in Automobile Service
Qin, E., Long, Y., Zhang, C., & Huang, L. (2013) · Lecture notes in computer science · doi:10.1007/978-3-642-39215-3_21 · Cited by 67
Design and Research of Urban Intelligent Transportation System Based on the Internet of Things
Zhou, H., Liu, B., & Wang, D. (2012) · Communications in computer and information science · doi:10.1007/978-3-642-32427-7_82 · Cited by 67
A System Framework of Security Management in Enterprise Systems
Wang, F., Ge, B., Zhang, L., Chen, Y., Yang, X., & Li, X. (2013) · Systems Research and Behavioral Science · doi:10.1002/sres.2184 · Cited by 62
The Internet of Things in the Cloud
Zhou, H. (2012) · CRC Press eBooks · doi:10.1201/b13090 · Cited by 61
Application of Environmental Internet of Things on water quality management of urban scenic river
Wang, S., Zhang, Z., Ye, Z., Wang, X., Lin, X., & Chen, S. (2013) · International Journal of Sustainable Development & World Ecology · doi:10.1080/13504509.2013.785040 · Cited by 53
Paulraj, D., Swamynathan, S., & Madhaiyan, M. (2012) · Enterprise Information Systems · doi:10.1080/17517575.2011.654265 · Cited by 51
The application of internet of things(IOT) in emergency management system in China
Zhang, J., & Anwen, Q. (2010) · IEEE International Conference on Technologies for Homeland Security · doi:10.1109/ths.2010.5655073 · Cited by 51
Hachani, S., Gzara, L., & Verjus, H. (2012) · Enterprise Information Systems · doi:10.1080/17517575.2012.688221 · Cited by 50
A Study on the Fire IOT Development Strategy
Zhang, Y., & Yu, J. (2013) · Procedia Engineering · doi:10.1016/j.proeng.2013.02.146 · Cited by 47
e-Business systems integration: a systems perspective
Wang, S., Li, L., Wang, K., & Jones, J. D. (2012) · Information Technology and Management · doi:10.1007/s10799-012-0119-8 · Cited by 46
Intelligent Monitoring System on Refrigerator Trucks Based on the Internet of Things
Zhang, Y., Chen, B., & Lu, X. (2012) · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · doi:10.1007/978-3-642-29157-9_19 · Cited by 45
Wireless Sensor Technologies and Applications
Xia, F. (2009) · Sensors · doi:10.3390/s91108824 · Cited by 38
RESTful Integration of Heterogeneous Devices in Pervasive Environments
Romero, D., Hermosillo, G., Taherkordi, A., Nzekwa, R., Rouvoy, R., & Eliassen, F. (2010) · Lecture notes in computer science · doi:10.1007/978-3-642-13645-0_1 · Cited by 38
RFID: Opportunities and Challenges
Wu, Y., Sheng, Q. Z., & Zeadally, S. (2013) · Computer communications and networks · doi:10.1007/978-1-4471-5164-7_7 · Cited by 38
Wan, J., & Jones, J. D. (2011) · Enterprise Information Systems · doi:10.1080/17517575.2011.625572 · Cited by 30
Flügel, C., & Gehrmann, V. (2009) · Communications in computer and information science · doi:10.1007/978-3-642-10607-1_4 · Cited by 27
A top-down approach for approximate data anonymisation
Li, J., Yang, J., Zhao, Y., & Liu, B. (2012) · Enterprise Information Systems · doi:10.1080/17517575.2012.688223 · Cited by 27
Cooperative wireless sensor networks for green internet of things
Yaacoub, E. E., Kadri, A., & Abu‐Dayya, A. (2012) · doi:10.1145/2387218.2387235 · Cited by 26
Flexeo: An Architecture for Integrating Wireless Sensor Networks into the Internet of Things
Vázquez, J. I., Almeida, A., Doamo, I., Laiseca, X., & Orduña, P. (2008) · Advances in soft computing · doi:10.1007/978-3-540-85867-6_26 · Cited by 25
A Rough Programming Model Based on the Greatest Compatible Classes and Synthesis Effect
Li, F., Jin, C., Jing, Y., Wilamowska‐Korsak, M., & Bi, Z. (2013) · Systems Research and Behavioral Science · doi:10.1002/sres.2175 · Cited by 13
Trust & security RTD in the internet of things
Clarke, J., Castro, R. R., Sharma, A., López, J., & Suri, N. (2012) · International Conference on Security of Internet of Things (SecurIT) · doi:10.1145/2490428.2490452 · Cited by 10
Combating the counterfeits with web portal technology
Ting, S. L., & Ip, W. H. (2013) · Enterprise Information Systems · doi:10.1080/17517575.2012.755713 · Cited by 9
Towards the Web of Things: Open Research Issues and the BAS-AMI Use Case
Sun, J. (2012) · Lecture notes in electrical engineering · doi:10.1007/978-3-642-27326-1_1 · Cited by 1
Research works printed but not linked: 6
- ashton, 2009, Internet of things, RFID J
- sundmaeker, 2010, Vision and Challenges for Realizing the Internet of Things
- voigt, 2012, China Looks to Lead the Internet of Things
- 2010, Requirements for Support of USN Applications and Services in NGN Environment
- van kranenburg, 2011, The internet of things, 1st Berlin Symposium on Internet and Society, 25
- cervantes, 2003, Automating service dependency management in a service-oriented component model, Workshop on Component-based Software Engineering Proceedings, 1
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Algorithms at Work: The New Contested Terrain of Control
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Metadata
- Authors
- Xu, L. D., He, W., & Li, S.
- Affiliations
- Chinese Academy of Sciences (CN)
- Old Dominion University (US)
- University of Bristol (GB)
- Venue
- IEEE Transactions on Industrial Informatics
- Published
- 2014-11
- Volume
- 10
- Issue
- 4
- Pages
- 2233-2243
- ISSN
- 1551-3203 (ISSN-L)
- 1941-0050
- OpenAlex
- W2038194220
- Cited by
- 5,172
- References
- 83
- Citations by year
- 2026: 239 · 2025: 275 · 2024: 347 · 2023: 405 · 2022: 490 · 2021: 626 · 2020: 693 · 2019: 674 · 2018: 632 · 2017: 429 · 2016: 234 · 2015: 105 · 2014: 22
- FWCI
- 494.31
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- IEEE Transactions on Industrial Informatics (publishedVersion)
- Topics
- Physical Sciences › Engineering › Industrial and Manufacturing Engineering › Digital Transformation in Industry
- Physical Sciences › Computer Science › Computer Networks and Communications › IoT and Edge/Fog Computing
- Physical Sciences › Computer Science › Information Systems › Internet of Things and AI
- Keywords
- Internet of Things, Industrial Internet of Things, RFID, wireless sensor networks, mobile devices, enabling technologies, industrial applications, research trends, research challenges
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