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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
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
Cited by
Sorted by citations
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Xu, L. D., Xu, E. L., & Li, L. (2018) · International Journal of Production Research · doi:10.1080/00207543.2018.1444806 · Cited by 3,405
Industry 4.0: A survey on technologies, applications and open research issues
Lu, Y. (2017) · Journal of Industrial Information Integration · doi:10.1016/j.jii.2017.04.005 · Cited by 3,012
Intelligent Manufacturing in the Context of Industry 4.0: A Review
Zhong, R. Y., Xu, X. W., Klotz, E., & Newman, S. T. (2017) · Engineering · doi:10.1016/j.eng.2017.05.015 · Cited by 3,045
Digital twin-driven product design, manufacturing and service with big data
Tao, F., Cheng, J., Qi, Q., Zhang, M., Zhang, H., & Sui, F. (2018) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-017-0233-1 · Cited by 2,920
Algorithms at Work: The New Contested Terrain of Control
Kellogg, K. C., Valentine, M. A., & Christin, A. (2020) · Academy of Management Annals · doi:10.5465/annals.2018.0174 · Cited by 2,732
A Survey of Indoor Localization Systems and Technologies
Zafari, F., Gkelias, A., & Leung, K. K. (2019) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2019.2911558 · Cited by 2,538
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
Internet of things and supply chain management: A literature review
Ben-Daya, M., Hassini, E., & Bahroun, Z. (2019) · International Journal of Production Research · doi:10.1080/00207543.2017.1402140 · Cited by 1,501
Internet of Things in the 5G Era: Enablers, Architecture, and Business Models
Palattella, M. R., Dohler, M., Grieco, A., Rizzo, G., Torsner, J., Engel, T., & Ladid, L. (2016) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2016.2525418 · Cited by 1,459
An Overview of Internet of Things (IoT) and Data Analytics in Agriculture: Benefits and Challenges
Elijah, O., Rahman, T. A., Orikumhi, I., Leow, C. Y., & Hindia, M. H. D. N. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2844296 · Cited by 1,477
A review of internet of things for smart home: challenges and solutions
Risteska Stojkoska, B. L., & Trivodaliev, K. V. (2017) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2016.10.006 · Cited by 1,397
The future of manufacturing industry: a strategic roadmap toward Industry 4.0
Ghobakhloo, M. (2018) · Journal of Manufacturing Technology Management · doi:10.1108/jmtm-02-2018-0057 · Cited by 1,449
Kamble, S. S., Gunasekaran, A., & Gawankar, S. A. (2018) · Process Safety and Environmental Protection · doi:10.1016/j.psep.2018.05.009 · Cited by 1,440
Smart manufacturing: Past research, present findings, and future directions
Kang, H. S., Lee, J. Y., Choi, S., Kim, H. J., Park, J. H., Son, J. Y., Kim, B. H., & Noh, S. D. (2016) · International Journal of Precision Engineering and Manufacturing-Green Technology · doi:10.1007/s40684-016-0015-5 · Cited by 1,457
An Information Framework for Creating a Smart City Through Internet of Things
Jin, J., Gubbi, J., Marusic, S., & Palaniswami, M. S. (2014) · IEEE Internet of Things Journal · doi:10.1109/jiot.2013.2296516 · Cited by 1,318
Internet of Things security: A survey
Alaba, F. A., Othman, M., Hashem, M., & Alotaibi, F. A. (2017) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2017.04.002 · Cited by 1,348
A Survey on 5G Networks for the Internet of Things: Communication Technologies and Challenges
Akpakwu, G. A., Silva, B. J., Hancke, G. P., & Abu-Mahfouz, A. M. (2018) · IEEE Access · doi:10.1109/access.2017.2779844 · Cited by 1,293
5G Internet of Things: A survey
Li, S., Xu, L. D., & Zhao, S. (2018) · Journal of Industrial Information Integration · doi:10.1016/j.jii.2018.01.005 · Cited by 1,307
Internet of Things is a revolutionary approach for future technology enhancement: a review
Kumar, S., Tiwari, P., & Zymbler, M. (2019) · Journal of Big Data · doi:10.1186/s40537-019-0268-2 · Cited by 1,253
CICIoT2023: A Real-Time Dataset and Benchmark for Large-Scale Attacks in IoT Environment
Neto, E. C. P., Dadkhah, S., Ferreira, R., Zohourian, A., Lu, R., & Ghorbani, A. A. (2023) · Sensors · doi:10.3390/s23135941 · Cited by 1,368
Fortune favors the prepared: How SMEs approach business model innovations in Industry 4.0
Müller, J. M., Buliga, O., & Voigt, K.-I. (2018) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2017.12.019 · Cited by 1,262
A survey on Internet of Things architectures
Ray, P. P. (2016) · Journal of King Saud University - Computer and Information Sciences · doi:10.1016/j.jksuci.2016.10.003 · Cited by 1,175
“Industrie 4.0” and Smart Manufacturing – A Review of Research Issues and Application Examples
Thoben, K., Wiesner, S., Wuest, T., & Industrial and Management Systems Engineering (2017) · International Journal of Automation Technology · doi:10.20965/ijat.2017.p0004 · Cited by 1,148
Lopes de Sousa Jabbour, A. B., Jabbour, C. J. C., Godinho Filho, M., & Roubaud, D. (2018) · Annals of Operations Research · doi:10.1007/s10479-018-2772-8 · Cited by 1,116
China's manufacturing locus in 2025: With a comparison of “Made-in-China 2025” and “Industry 4.0”
Li, L. (2017) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2017.05.028 · Cited by 1,079
A review of Internet of Things (IoT) embedded sustainable supply chain for industry 4.0 requirements
Ethirajan, M., & Kandasamy, J. (2018) · Computers & Industrial Engineering · doi:10.1016/j.cie.2018.11.030 · Cited by 1,081
Digital twin paradigm: A systematic literature review
Semeraro, C., Lezoche, M., Panetto, H., & Dassisti, M. (2021) · Computers in Industry · doi:10.1016/j.compind.2021.103469 · Cited by 1,129
“This layer connects all components together for sharing data and information with other connected components (Da Xu et al., 2014).”
BackgroundTowards fog-driven IoT eHealth: Promises and challenges of IoT in medicine and healthcare
Farahani, B., Firouzi, F., Chang, V. I. C., Badaroglu, M., Constant, N. P., & Mankodiya, K. (2017) · Future Generation Computer Systems · doi:10.1016/j.future.2017.04.036 · Cited by 991
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Data Mining and Analytics in the Process Industry: The Role of Machine Learning
Ge, Z., Song, Z., Ding, S. X., & Huang, B. (2017) · IEEE Access · doi:10.1109/access.2017.2756872 · Cited by 922
“design of sensor network in the process industry, a lot of methods that have been developed in the areas of wireless sensor networks, industrial internet, cyber physical systems and internet of things can be referred and employed for utilization [316]–[318].”
MethodAlsaedi, A., Moustafa, N., Tari, Z., Mahmood, A. N., & Anwar, A. (2020) · IEEE Access · doi:10.1109/access.2020.3022862 · Cited by 1,051
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Mouradian, C., Naboulsi, D., Yangui, S., Glitho, R. H., Morrow, M. J., & Polakos, P. A. (2018) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2017.2771153 · Cited by 1,022
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Lee, J., Davari, H., Singh, J., & Pandhare, V. (2018) · Manufacturing Letters · doi:10.1016/j.mfglet.2018.09.002 · Cited by 870
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Internet of Things (IoT): A review of enabling technologies, challenges, and open research issues
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Neshenko, N., Bou-Harb, E., Crichigno, J., Kaddoum, G., & Ghani, N. (2019) · IEEE Communications Surveys and Tutorials · doi:10.1109/comst.2019.2910750 · Cited by 723
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Porambage, P., Okwuibe, J., Liyanage, M., Ylianttila, M., & Taleb, T. (2018) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2018.2849509 · Cited by 808
Smart contract-based access control for the internet of things
Zhang, Y., Kasahara, S., Shen, Y., Jiang, X., & Wan, J. (2019) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2847705 · Cited by 788
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Motlagh, N. H., Mohammadrezaei, M., Hunt, J. D., & Zakeri, B. (2020) · Energies · doi:10.3390/en13020494 · Cited by 837
Zhang, J., & Tao, D. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3039359 · Cited by 774
“5) Applications: Almost all surveys refer to various IoT application domains, including smart cities [61], smart homes [6], smart healthcare [62], smart agriculture [63], and smart industry [4].”
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Li, L. (2022) · Information Systems Frontiers · doi:10.1007/s10796-022-10308-y · Cited by 931
Deep Reinforcement Learning: An Overview
Li, Y. (2017) · arXiv · doi:10.48550/arxiv.1701.07274 · Cited by 762
Kamble, S., Gunasekaran, A., & Sharma, R. (2018) · Computers in Industry · doi:10.1016/j.compind.2018.06.004 · Cited by 768
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Zhang, W., Yang, D., & Wang, H. (2019) · IEEE Systems Journal · doi:10.1109/jsyst.2019.2905565 · Cited by 732
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Yu, X., & Xue, Y. (2016) · Proceedings of the IEEE · doi:10.1109/jproc.2015.2503119 · Cited by 726
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Gunduz, M. Z., & Das, R. (2020) · Computer Networks · doi:10.1016/j.comnet.2019.107094 · Cited by 717
Yang, G., Xie, L., Mäntysalo, M., Zhou, X., Pang, Z., Xu, L. D., Kao‐Walter, S., Chen, Q., & Zheng, L. (2014) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2014.2307795 · Cited by 708
Kamble, S., Gunasekaran, A., & Dhone, N. C. (2019) · International Journal of Production Research · doi:10.1080/00207543.2019.1630772 · Cited by 732
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Noura, M., Atiquzzaman, M., & Gaedke, M. (2019) · Mobile Networks and Applications · doi:10.1007/s11036-018-1089-9 · Cited by 693
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Chen, X., Ng, D. W. K., Yu, W., Larsson, E. G., Al-Dhahir, N., & Schober, R. (2021) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2020.3019724 · Cited by 681
Díáz, M., Martín, C., & Rubio, B. (2016) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2016.01.010 · Cited by 689
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Yang, W., Du, H., Liew, Z. Q., Lim, W. Y. B., Xiong, Z., Niyato, D. T., Chi, X., Shen, X., & Miao, C. (2022) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2022.3223224 · Cited by 749
“The combination of HI and IoT will lead to a smarter and data-driven society [197], [198].”
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Xu, H., Yu, W., Griffith, D., & Golmie, N. (2018) · IEEE Access · doi:10.1109/access.2018.2884906 · Cited by 637
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Liu, Y., Yang, C., Jiang, L., Xie, S., & Zhang, Y. (2019) · IEEE Network · doi:10.1109/mnet.2019.1800254 · Cited by 595
Designing business models in circular economy: A systematic literature review and research agenda
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Alahakoon, D., & Yu, X. (2015) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2015.2414355 · Cited by 619
Liu, Y., Yu, H., Xie, S., & Zhang, Y. (2019) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2019.2935450 · Cited by 574
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Lu, Y., & Xu, L. D. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2869847 · Cited by 568
Differential Privacy Techniques for Cyber Physical Systems: A Survey
Hassan, M. U., Rehmani, M. H., & Chen, J. (2020) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2019.2944748 · Cited by 564
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Wang, X., Zha, X., Ni, W., Liu, R. P., Guo, Y. J., Niu, X., & Zheng, K. (2019) · Computer Communications · doi:10.1016/j.comcom.2019.01.006 · Cited by 567
The Emerging Internet of Things Marketplace From an Industrial Perspective: A Survey
Perera, C., Liu, C. H., & Jayawardena, S. (2015) · IEEE Transactions on Emerging Topics in Computing · doi:10.1109/tetc.2015.2390034 · Cited by 555
The Internet-of-Things: Review and research directions
Ng, I. C. L., & Wakenshaw, S. Y. L. (2017) · International Journal of Research in Marketing · doi:10.1016/j.ijresmar.2016.11.003 · Cited by 621
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Ray, P. P. (2016) · Future Computing and Informatics Journal · doi:10.1016/j.fcij.2017.02.001 · Cited by 540
Liu, L., Larsson, E. G., Yu, W., Popovski, P., Stefanovic, C., & de Carvalho, E. (2018) · IEEE Signal Processing Magazine · doi:10.1109/msp.2018.2844952 · Cited by 510
The blockchain: State-of-the-art and research challenges
Lu, Y. (2019) · Journal of Industrial Information Integration · doi:10.1016/j.jii.2019.04.002 · Cited by 574
Ren, S., Zhang, Y., Liu, Y., Sakao, T., Huisingh, D., & Almeida, C. M. V. B. (2018) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2018.11.025 · Cited by 563
IoT-Based Intelligent Perception and Access of Manufacturing Resource Toward Cloud Manufacturing
Tao, F., Zuo, Y., Xu, L. D., & Zhang, L. (2014) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2014.2306397 · Cited by 587
Manogaran, G., Varatharajan, R., Lopez, D., Kumar, P. M., Sundarasekar, R., & Thota, C. (2017) · Future Generation Computer Systems · doi:10.1016/j.future.2017.10.045 · Cited by 512
Toward Edge Intelligence: Multiaccess Edge Computing for 5G and Internet of Things
Liu, Y., Peng, M., Shou, G., Chen, Y., & Chen, S. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3004500 · Cited by 518
“IIoT has incorporated a number of emerging automation and communication technologies, such as big data analytics, machine learning, and M2M communication for improving connectivity and intelligence [137].”
BackgroundGill, S. S., Tuli, S., Xu, M., Singh, I., Singh, K. V., Lindsay, D., Tuli, S., Smirnova, D., Singh, M., Jain, U., et al. (2019) · Internet of Things · doi:10.1016/j.iot.2019.100118 · Cited by 544
Green Internet of Things for Smart World
Zhu, C., Leung, V. C. M., Shu, L., & Ngai, E. C. ‐. (2015) · IEEE Access · doi:10.1109/access.2015.2497312 · Cited by 496
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Zhang, Y., Zheng, D., & Deng, R. H. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2825289 · Cited by 488
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Li, L., Ota, K., & Dong, M. (2018) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2018.2842821 · Cited by 466
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Cheng, J., Chen, W., Tao, F., & Lin, C. (2018) · Journal of Industrial Information Integration · doi:10.1016/j.jii.2018.04.001 · Cited by 462
Stellios, I., Kotzanikolaou, P., Psarakis, M., Alcaraz, C., & López, J. (2018) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2018.2855563 · Cited by 457
Grant-Free Non-Orthogonal Multiple Access for IoT: A Survey
Shahab, M. B., Abbas, R., Shirvanimoghaddam, M., & Johnson, S. J. (2020) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2020.2996032 · Cited by 458
The internet of things for smart manufacturing: A review
Yang, H. Y., Kumara, S. R. T., Bukkapatnam, S., & Tsung, F. (2019) · IISE Transactions · doi:10.1080/24725854.2018.1555383 · Cited by 470
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Qiu, T., Chen, N., Li, K., Atiquzzaman, M., & Zhao, W. (2018) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2018.2803740 · Cited by 463
Verma, S., Kawamoto, Y., Fadlullah, Z. M., Nishiyama, H., & Kato, N. (2017) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2017.2694469 · Cited by 422
Sadeghian, O., Oshnoei, A., Mohammadi‐Ivatloo, B., Vahidinasab, V., & Anvari‐Moghaddam, A. (2022) · Journal of Energy Storage · doi:10.1016/j.est.2022.105241 · Cited by 448
“Internet of Thing technology, as a novel ICT form (from 2009), is a developed form of radio-frequency identification technology (from the 1980s) and wireless sensor networks (from the 1990s) [184].”
Big Data Analytics for Physical Internet-based intelligent manufacturing shop floors
Zhong, R. Y., Xu, C., Chen, C., & Huang, G. Q. (2015) · International Journal of Production Research · doi:10.1080/00207543.2015.1086037 · Cited by 417
Zhang, J., Tian, G. Y., Marindra, A. M. J., Sunny, A. I., & Zhao, A. (2017) · Sensors · doi:10.3390/s17020265 · Cited by 417
Additive Manufacturing Applications in Industry 4.0: A Review
Haleem, A., & Javaid, M. (2019) · Journal of Industrial Integration and Management · doi:10.1142/s2424862219300011 · Cited by 418
Wan, J., Li, X.-M., Dai, H., Kusiak, A., Martinez-García, M. A., & Li, D. (2020) · Proceedings of the IEEE · doi:10.1109/jproc.2020.3034808 · Cited by 272
“The Industrial IoT has progressed from the original industrial sensor networks to the narrow-band IoT (NB-IoT), LoRa WAN, and LTE Cat M1 with increased coverage at reduced power consumption [38].”
BackgroundSecurity, privacy and trust of different layers in Internet-of-Things (IoTs) framework
Tewari, A., & Gupta, B. B. (2018) · Future Generation Computer Systems · doi:10.1016/j.future.2018.04.027 · Cited by 418
Digital supply chain model in Industry 4.0
Garay-Rondero, C. L., Flores, J. L. M., Smith, N. R., Morales, S. O. C., & Aldrette-Malacara, A. (2019) · Journal of Manufacturing Technology Management · doi:10.1108/jmtm-08-2018-0280 · Cited by 412
Artificial intelligence and internet of things in small and medium-sized enterprises: A survey
Hansen, E. B., & Bøgh, S. (2020) · Journal of Manufacturing Systems · doi:10.1016/j.jmsy.2020.08.009 · Cited by 442
A Survey on Emerging SDN and NFV Security Mechanisms for IoT Systems
Farris, I., Taleb, T., Khettab, Y., & Song, J. (2019) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2018.2862350 · Cited by 402
Edge-computing-driven Internet of Things: A Survey
Kong, L., Tan, J., Huang, J., Chen, G., Wang, S., Jin, X. H., Zeng, P., Khan, M. K., & Das, S. K. (2022) · ACM Computing Surveys · doi:10.1145/3555308 · Cited by 436
“IIoT incorporates numerous advanced communication and automation technologies, AI, and big data analysis to improve intelligence and connectivity in industry [188].”
Background
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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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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