Internet of things (IoT) in 5G wireless communications
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During the past decade, the Internet of Things (IoT) has revolutionized the ubiquitous computing with multitude of applications built around various types of sensors. A vast amount of activity is seen in IoT based product-lines and this activity is expected to grow in years to come with projections as high as billions of devices with on average 6-7 devices per person by year 2020. With most of the issues at device and protocol levels solved during the past decade, there is now a growing trend in integration of sensors and sensor based systems with cyber physical systems and device-to-device (D2D) communications. 5thgeneration wireless systems (5G) are on the horizon and IoT is taking the center stage as devices are expected to form a major portion of this 5G network paradigm. IoT technologies such as machine to machine communication complemented with intelligent data analytics are expected to drastically change landscape of various industries. The emergence of cloud computing and its extension to fog paradigm with proliferation of intelligent `smart' devices is expected to lead further innovation in IoT. These developments excite us and form a motivation to survey existing work, design new techniques, and identify new applications of IoT. Researchers, scientists, and engineers face emerging challenges in designing IoT based systems that can efficiently be integrated with the 5G wireless communications.
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Even in distributed cloud IoT paradigms with multiple clouds, IoT data are not fully distributed but stored in some cloud data centres at high density.
“even in the distributed cloud IoT paradigms with multiple clouds, IoT data are not fully distributed but stored in some cloud data centres at high density [62].”
From Blockchain for 5G and beyond networks: A state of the art survey (2020) · cites this paper as [62]
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- MUHAMMAD ALI IMRAN (M'03-SM'12) received the M.Sc. (Hons.) and Ph.D. degrees from the Imperial College London, U.K., in 2002 and 2007, respectively. He is currently a Professor in Communication Systems with the University of Glasgow, the Vice Dean of the Glasgow College UESTC, and the Program Director of Electrical and Electronics with Com- munications. From 2007 to 2016, he was an Adjunct Associate Professor with The University of Oklahoma, USA, and a Visiting Professor with the 5G Innovation Centre, University of Surrey, U.K. He has led a number of multimillion-funded international research projects encompassing the areas of energy efficiency, fundamental performance limits, sensor networks, and self- organizing cellular networks. He also led the new physical layer work area for 5G Innovation center at Surrey. He has a global collaborative research network spanning both academia and key industrial players in the field of wireless communications. He has supervised 21 successful Ph.D. graduates and published over 200 peer-reviewed research papers, including over 20 IEEE TRANSACTION papers. He secured first rank in his B.Sc. and a distinction in his M.Sc. degree along with an award of excellence in recognition of his academic achievements conferred by the President of Pakistan. He received the IEEE Comsoc's Fred Ellersick Award 2014, the Sentinel of Science Award 2016, and the FEPS Learning and Teaching Award 2014 and twice nominated for Tony Jean's Inspirational Teaching Award. He is a shortlisted finalist for The Wharton-QS Stars Awards 2014, the Reimagine Education Award for innovative teaching, and the VC's learning and teaching award in the University of Surrey. He is a Senior Fellow of the Higher Education Academy, U.K. Dr. Imran has given an invited TEDx talk (2015) and over ten plenary talks, several tutorials and seminars in international conferences and other institutions. He has taught international short courses in USA and China. He is the Co-Founder of the IEEE Workshop BackNets 2015 and chaired several tracks/workshops of international conferences. He is an Associate Editor of the IEEE COMMUNICATIONS LETTERS, the IEEE ACCESS, and the IET Communications journal.
- MINHO JO (SM'16) received the B.A. degree from the Department of Industrial Engineering, Chosun University, South Korea, in 1984, and the Ph.D. degree from the Department of Industrial and Systems Engineering, Lehigh University, USA, in 1994. He is currently a Professor with the Department of Computer Convergence Software, Korea University, Sejong, South Korea. He is one of the founders of the Samsung Electronics LCD Division. He was the Vice President of the Institute of Electronics and Information Engineers. He is currently the Vice President of the Korean Society for Internet Information. His current research interests include Internet of Things, AI/big data in Internet of Things, LET-Unlicensed, cognitive radio, mobile cloud computing, network security, heterogeneous networks in 5G, wireless energy harvesting, optimization in wireless communications, and massive MIMO. He is the Founder and an Editor-in-Chief of the KSII Transactions on Internet and Information Systems [SCI (ISI) and SCOPUS]. He served as an Editor of the IEEE NETWORK. He is an Editor of the IEEE WIRELESS COMMUNICATIONS, and an Associate Editor of the IEEE INTERNET OF THINGS JOURNAL, Security and Communication Networks, Ad-Hoc & Sensor Wireless Networks, and Wireless Communications and Mobile Computing.
Cited by
Sorted by citations
Shafique, K., Khawaja, B. A., Sabir, F., Qazi, S., & Mustaqim, M. (2020) · IEEE Access · doi:10.1109/access.2020.2970118 · Cited by 1,401 · see citing works
“research envisaged that around 6-7 devices will be carried per person by 2020 [5].”
BackgroundMistry, I., Tanwar, S., Tyagi, S., & Kumar, N. (2020) · Mechanical Systems and Signal Processing · doi:10.1016/j.ymssp.2019.106382 · Cited by 585 · see citing works
“It also helps to handle large number of IoT-enabled devices [33].”
BackgroundBlockchain for 5G and beyond networks: A state of the art survey
Nguyen, D. C., Pathirana, P. N., Ding, M., & Seneviratne, A. (2020) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2020.102693 · Cited by 412 · see citing works
“logies such as edge/cloud computing, SDN, NFV, D2D communication are developed to facilitate future IoT, giving birth to a new model as 5G IoT, which is expected to disrupt the global industry [230], [231]. Especially, in recent years, blockchain has been investigated and integrated with 5G IoT networks to open up new…”
Background5G-based smart healthcare network: architecture, taxonomy, challenges and future research directions
Ahad, A., Tahir, M., & Yau, K.-L. A. (2019) · IEEE Access · doi:10.1109/access.2019.2930628 · Cited by 352 · see citing works
“There is now a growing trend in the synthesis of sensors and sensorbased systems with device-to-device (D2D) communications [12].”
BackgroundA Survey of IoT Security Based on a Layered Architecture of Sensing and Data Analysis
Mrabet, H., Belguith, S., Alhomoud, A., & Jemai, A. (2020) · Sensors · doi:10.3390/s20133625 · Cited by 319 · see citing works
“These protocols include Ethernet, 3G/4G/5G, 6LoWPAN, etc. [28,30].”
BackgroundA Survey and Future Directions on Clustering: From WSNs to IoT and Modern Networking Paradigms
Shahraki, A., Taherkordi, A., Haugen, Ø., & Eliassen, F. (2020) · IEEE Transactions on Network and Service Management · doi:10.1109/tnsm.2020.3035315 · Cited by 174 · see citing works
“A large number of solutions have been proposed on the integration of IoT applications and 5G infrastructures [314].”
Background5G, 6G, and Beyond: Recent advances and future challenges
Salahdine, F., Han, T., & Zhang, N. (2023) · Annals of Telecommunications · doi:10.1007/s12243-022-00938-3 · Cited by 166 · see citing works
“Consequently, more radio resources will be consumed to satisfy the M2M data traffic leading to performance degradation [131].”
BackgroundEdge Computing: A Survey On the Hardware Requirements in the Internet of Things World
Capra, M., Peloso, R., Masera, G., et al. (2019) · Future Internet · doi:10.3390/fi11040100 · Cited by 151 · see citing works
“However, future IoT nodes will heavily depend on cellular communication, especially 262 with the forthcoming 5G, as the prominent player [42,43].”
BackgroundA systematic review of IoT communication strategies for an efficient smart environment
Souri, A., Hussien, A. A., Hoseyninezhad, M., & Norouzi, M. (2019) · Transactions on Emerging Telecommunications Technologies · doi:10.1002/ett.3736 · Cited by 150 · see citing works
“Recently, 5G network technology has new paradigm for communicating smart IoT devices and cyber physical systems with high accuracy [23, 24].”
BackgroundA Survey of Game Theory in Unmanned Aerial Vehicles Communications
Mkiramweni, M. E., Yang, C., Li, J., & Zhang, W. (2019) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2019.2919613 · Cited by 134 · see citing works
“Internet of Things (IoT) is expected to form a significant portion of the 5G network [127].”
BackgroundCrowdsensing in Smart Cities: Overview, Platforms, and Environment Sensing Issues
Alvear, Ó., Calafate, C. T., Cano, J., & Manzoni, P. (2018) · Sensors · doi:10.3390/s18020460 · Cited by 117 · see citing works
“Theoretically, 5G allows a lot of possibilities to be offered in the context of the Internet of Things [39].”
BackgroundCvar, N., Trilar, J., Kos, A., Volk, M., & Duh, E. S. (2020) · Sensors · doi:10.3390/s20143897 · Cited by 120 · see citing works
Deep Federated Q-Learning-Based Network Slicing for Industrial IoT
Messaoud, S., Bradai, A., Ahmed, O. B., Quang, P. T. A., Atri, M., & Hossain, M. S. (2020) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2020.3032165 · Cited by 117 · see citing works
“The fifth-generation (5G) wireless transmission technology is able to provide the needs of IIoT and CPIoTS in dynamic network environments [3].”
BackgroundGreen internet of things (IoT): An overview
Albreem, M. A. M., El‐Saleh, A. A., Isa, M., Salah, W. A., Jusoh, M., Azizan, M. M., & Ali, A. (2017) · IEEE International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA) · doi:10.1109/icsima.2017.8312021 · Cited by 117 · see citing works
“It is going to achieve user demands in affordable rates, much reliability as well as exceptional applications [36].”
BackgroundA Survey on IOT and 5G Network
Khurpade, J. M., Rao, D. N., & Sanghavi, P. D. (2018) · International Conference on Smart City and Emerging Technology (ICSCET) · doi:10.1109/icscet.2018.8537340 · Cited by 109 · see citing works
Privacy Protection and Energy Optimization for 5G-Aided Industrial Internet of Things
Humayun, M., Jhanjhi, N. Z., Alruwaili, M., et al. (2020) · IEEE Access · doi:10.1109/access.2020.3028764 · Cited by 107 · see citing works
“Similarly, location and movement trial is another privacy issue in 5G due to large number of cellular towers [7], [8].”
BackgroundEight Element Side Edged Framed MIMO Antenna Array for Future 5G Smart Phones
Kiani, S. H., Altaf, A., Abdullah, M., et al. (2020) · Micromachines · doi:10.3390/mi11110956 · Cited by 92 · see citing works
“Currently, researchers and developers face rising challenges in creating the Internet-of-Things (IoT)-based systems that can be smoothly integrated with the 5th generation (5G) communications [1].”
BackgroundSoftware-defined networks for resource allocation in cloud computing: A survey
Eldhai, A. M., Hamdan, M., Khan, S., Abdelaziz, A., Babiker, S. F., Imran, M. A., & Marsono, M. N. (2021) · Computer Networks · doi:10.1016/j.comnet.2021.108151 · Cited by 92 · see citing works
Self-citationGuest Editorial 5G and Beyond Mobile Technologies and Applications for Industrial IoT (IIoT)
Mumtaz, S., Ai, B., Al‐Dulaimi, A., et al. (2018) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2018.2823311 · Cited by 76 · see citing works
Challenges and Opportunities of Optical Wireless Communication Technologies
Alimi, I. A., Shahpari, A., Sousa, A., Ferreira, R., Monteiro, P. P., & Teixeira, A. (2017) · InTech eBooks · doi:10.5772/intechopen.69113 · Cited by 63 · see citing works
“It is envisaged that by the year 2020, billions of devices with an average of six to seven devices per person will be connected to the Internet [2].”
BackgroundBuilding Fire Evacuation: An IoT-Aided Perspective in the 5G Era
Fang, H., Lo, S., & Lo, J. T. Y. (2021) · Buildings · doi:10.3390/buildings11120643 · Cited by 60 · see citing works
“These attributes make new experiences and services in IoT connectivity and applications possible [10].”
BackgroundRole of Internet of Things (IoT) and Crowdsourcing in Smart City Projects
Shahrour, I., & Xie, X. (2021) · Smart Cities · doi:10.3390/smartcities4040068 · Cited by 58 · see citing works
An Efficient Privacy-Preserving Aggregation Scheme for Multidimensional Data in IoT
Peng, C., Luo, M., Wang, H., Khan, M. K., & He, D. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2021.3083136 · Cited by 57 · see citing works
5G smart antenna for IoT application: A review
Kishore, N., & Senapati, A. (2022) · International Journal of Communication Systems · doi:10.1002/dac.5241 · Cited by 55 · see citing works
“The introduction of cloud-like principles to both radio access and core networks improves connectivity dynamics 9 ; C-RAN, for example, is a rapidly expanding worldwide cloud radio access network that focuses on BBU (baseband unit) pooling and cloud technology adoption.”
BackgroundMulti-Layered Energy Efficiency in LoRa-WAN Networks: A Tutorial
Cheikh, I., Aouami, R., Sabir, E., Sadik, M., & Roy, S. (2022) · IEEE Access · doi:10.1109/access.2021.3140107 · Cited by 55 · see citing works
“The IoT-5G marriage sustains implementing sensor-based IoT capabilities into robots, actuators and UAVs, to ensure shared coordination and reliable task execution with low latency [3].”
BackgroundDesign and Implementation of Quad-Element Super-Wideband MIMO Antenna for IoT Applications
Kumar, P., Urooj, S., & Malibari, A. (2020) · IEEE Access · doi:10.1109/access.2020.3045534 · Cited by 53 · see citing works
“The IoT technology is used for converging various heterogeneous devices like wireless sensor networks, smart grids, control and automation systems, smart devices, etc. [1], [2].”
MethodPerformance Evaluation of LoRaWAN for Green Internet of Things
Ali, Z., Henna, S., Akhunzada, A., et al. (2019) · IEEE Access · doi:10.1109/access.2019.2943720 · Cited by 48 · see citing works
“The primary infrastructure used by the telecommunication industry lacks the capabilities which we wish should be enabled with the 5G [2].”
BackgroundLightCert4IoTs: Blockchain-Based Lightweight Certificates Authentication for IoT Applications
Garba, A., Khoury, D. J., Balian, P., et al. (2023) · IEEE Access · doi:10.1109/access.2023.3259068 · Cited by 47 · see citing works
Liu, C., Tiw, P. J., Zhang, T., Wang, Y., Cai, L., Yuan, R., Pan, Z., Yue, W., Tao, Y., & Yang, Y. (2024) · Nature Communications · doi:10.1038/s41467-024-45923-7 · Cited by 48 · see citing works
Ji, B., Song, K., Li, C., et al. (2018) · AEU - International Journal of Electronics and Communications · doi:10.1016/j.aeue.2018.01.038 · Cited by 45 · see citing works
Costanzo, S., Fajjari, I., Aitsaadi, N., et al. (2018) · doi:10.1109/ciot.2018.8627115 · Cited by 45 · see citing works
“Among these categories, several use-cases can be defined, varying from general broadband cellular systems to Internet of Things (IoT) networks [2].”
BackgroundCompact dual‐band monopole antenna with defected ground plane for Internet of things
Mao, Y., Guo, S., & Chen, M. (2018) · IET Microwaves Antennas & Propagation · doi:10.1049/iet-map.2017.0860 · Cited by 39 · see citing works
Power transformer fault diagnosis system based on Internet of Things
Wang, G., Liu, Y., Chen, X., et al. (2021) · EURASIP Journal on Wireless Communications and Networking · doi:10.1186/s13638-020-01871-6 · Cited by 39 · see citing works
Secrecy-Based Delay-Aware Computation Offloading via Mobile Edge Computing for Internet of Things
Wu, Y., Shi, J., Ni, K., Qian, L., Zhu, W., Shi, Z., & Meng, L. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2875241 · Cited by 39 · see citing works
“THE PAST decades have witnessed an explosive growth in mobile Internet and Internet of Things (IoT) applications requiring intensive computation resources, such as virtual/augmented reality, automatic deriving, video surveillance, smart cities, and smart grids [1]–[5], which have leaded to a significant pressure on mo…”
BackgroundPathak, Y. J., Greenleaf, W., Metman, L. V., Kubben, P., Sarma, S. V., Pepin, B., Lautner, D., DeBates, S., Benison, A. M., Balasingh, B., et al. (2021) · Frontiers in Digital Health · doi:10.3389/fdgth.2021.618959 · Cited by 38 · see citing works
“Internet of Things (IoT), the phenomenon of allowing numerous extensions of the internet or other networks to different sensors and devices, has radically changed computing (10).”
BackgroundHigh-Performance Modelling and Simulation for Big Data Applications
Kołodziej, J., & González–Vélez, H. (2019) · Lecture notes in computer science · doi:10.1007/978-3-030-16272-6 · Cited by 37 · see citing works
NB-IoT: A Candidate Technology for Massive IoT in the 5G Era
Narayanan, S., Tsolkas, D., Passas, N. I., et al. (2018) · IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) · doi:10.1109/camad.2018.8514963 · Cited by 35 · see citing works
“The development of 5G networks is progressing at a rapid pace, and 5G systems are expected in the market by 2020 [4].”
BackgroundOn the Feasibility of Multi-Mode Antennas in UWB and IoT Applications below 10 GHz
Johannsen, N. L., Peitzmeier, N., Hoeher, P. A., et al. (2020) · IEEE Communications Magazine · doi:10.1109/mcom.001.1900429 · Cited by 3 · see citing works
“As an example, in [1] and the sources therein, about 10 billion devices till 2020 are expected, while in [2] already a number of 20 to 40 billion IoT devices is mentioned.”
BackgroundEBIDS: efficient BERT-based intrusion detection system in the network and application layers of IoT
Sattarpour, S., Barati, A., & Barati, H. (2024) · Cluster Computing · doi:10.1007/s10586-024-04775-y · Cited by 34 · see citing works
“The Internet of Things (IoT) has garnered significant attention due to its transformative potential across various domains [1].”
The Development of Key Technologies in Applications of Vessels Connected to the Internet
Tian, Z., Liu, F., Li, Z., et al. (2017) · Symmetry · doi:10.3390/sym9100211 · Cited by 34 · see citing works
“As a reference implementation of the DTNs protocol, DTN2 was designed and implemented [31].”
BackgroundMethodApplication of Machine Learning to Predict CO2 Emissions in Light-Duty Vehicles
Udoh, J., Lu, J., & Xu, Q. (2024) · Sensors · doi:10.3390/s24248219 · Cited by 33 · see citing works
Green Sensing and Communication: A Step Towards Sustainable IoT Systems
Gupta, V., Tripathi, S., & De, S. K. (2020) · Journal of the Indian Institute of Science · doi:10.1007/s41745-020-00163-8 · Cited by 33 · see citing works
Multi-Criterion Decision Making for Wireless Communication Technologies Adoption in IoT
Juneja, A., Juneja, S., Bali, V., et al. (2020) · International Journal of System Dynamics Applications · doi:10.4018/ijsda.2021010101 · Cited by 31 · see citing works
A Genetic Algorithm-Based Soft Decision Fusion Scheme in Cognitive IoT Networks with Malicious Users
Khan, M. S., Gul, N., Kim, J., et al. (2020) · Wireless Communications and Mobile Computing · doi:10.1155/2020/2509081 · Cited by 28 · see citing works
Security in edge-assisted Internet of Things: challenges and solutions
Shen, S., Zhang, K., Zhou, Y. F., & Ci, S. (2020) · Science China Information Sciences · doi:10.1007/s11432-019-2906-y · Cited by 26 · see citing works
Mukherjee, A., Mukherjee, P., De, D., et al. (2020) · International Journal of Parallel Programming · doi:10.1007/s10766-020-00675-x · Cited by 25 · see citing works
Delay-sensitive resource allocation for IoT systems in 5G O-RAN networks
Firouzi, R., & Rahmani, R. (2024) · Internet of Things · doi:10.1016/j.iot.2024.101131 · Cited by 23 · see citing works
Verma, G., & Prakash, S. (2020) · International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO) · doi:10.1109/icrito48877.2020.9197848 · Cited by 23 · see citing works
“It will accomplish client demands in moderate rates, much unwavering quality just as other major applications [36].”
BackgroundRetractedEfficient channel estimation techniques for MIMO systems with 1-bit ADC
Hussein, H. S., Hussein, S., & Mohamed, E. M. (2020) · China Communications · doi:10.23919/jcc.2020.05.006 · Cited by 22 · see citing works
“The 5 th generation (5G) of mobile network is impending and the IoT technology will be the main use cases in 5G [3].”
BackgroundMartinez, B., Green, A., da Silva, M. F. M., Yang, Y., & Mascareñas, D. (2020) · Sensors · doi:10.3390/s20123526 · Cited by 23 · see citing works
A Software Defined Device Provisioning Framework Facilitating Scalability in Internet of Things
Mavromatis, A., Silva, A. P., Kondepu, K., et al. (2018) · IEEE 5G World Forum (5GWF) · doi:10.1109/5gwf.2018.8516955 · Cited by 21 · see citing works
Lightweight authentication and key management in mobile-sink for smart IoT-assisted systems
Deebak, B. D. (2020) · Sustainable Cities and Society · doi:10.1016/j.scs.2020.102416 · Cited by 21 · see citing works
Simulation based Vehicle to Vehicle and base station communication
Ali, R., Hakro, D. N., Tanweer, M. R., et al. (2019) · International Conference on Information Science and Communication Technology (ICISCT) · doi:10.1109/cisct.2019.8777411 · Cited by 20 · see citing works
“Furthermore, a complete system is likely to be functional with 4-5 vehicles by the year 2020 [16].”
BackgroundIoT and blockchain technology in 5G smart healthcare
Sharma, A., Singh, M., Gupta, M., et al. (2022) · Elsevier eBooks · doi:10.1016/b978-0-323-90615-9.00004-9 · Cited by 19 · see citing works
Metamaterials-Based Antenna for 5G and Beyond
Dwivedi, S. (2023) · Advances in wireless technologies and telecommunication book series · doi:10.4018/978-1-6684-8287-2.ch001 · Cited by 19 · see citing works
Intelligent conventional and proposed hybrid 5G detection techniques
Kumar, A. R., Chakravarty, S., Suganya, S., et al. (2022) · Alexandria Engineering Journal · doi:10.1016/j.aej.2022.04.002 · Cited by 18 · see citing works
Enabling Optical Wired and Wireless Technologies for 5G and Beyond Networks
Alimi, I. A., Tavares, A., Pinho, C., et al. (2019) · IntechOpen eBooks · doi:10.5772/intechopen.85858 · Cited by 17 · see citing works
“Furthermore, it has been predicted that massive number of mobile devices on which various bandwidth-intensive applications and services will be operating and will be Internet connected [3].”
BackgroundA Survey on Internet of Things (IoT), Industrial IoT (IIoT) and Industry 4.0
Deshpande, S. N., & Jogdand, R. M. (2020) · International Journal of Computer Applications · doi:10.5120/ijca2020920790 · Cited by 16 · see citing works
“Sensing and gathering the information from the environment and also identifying the other objects in the environment are the tasks performed by the various types of sensors available in a variety of applications [9].”
BackgroundMillán, V. M. L. (2020) · Advances in information security, privacy, and ethics book series · doi:10.4018/978-1-7998-3817-3.ch001 · Cited by 16 · see citing works
Bogdanoski, M., Shuminoski, T., Hadji-Janev, M., Risteski, A., & Janevski, T. (2020) · Acta Polytechnica Hungarica · doi:10.12700/aph.17.10.2020.10.3 · Cited by 16 · see citing works
Sarkar, N. I., & Gul, S. (2020) · Green energy and technology · doi:10.1007/978-3-030-48141-4_3 · Cited by 15 · see citing works
Qasim, M., Haroon, M. S., Imran, M., et al. (2020) · Electronics · doi:10.3390/electronics9091538 · Cited by 15 · see citing works
“The work in [29] discusses the growing trend of IoT integration with fifth-generation (5G) networks.”
BackgroundSelf-citationAn Overview of IoT Based Smart Home Surveillance and Control System: Challenges and Prospects
Chong, P. L., Than, Y. Y., Ganesan, S., et al. (2023) · Malaysian Journal of Science and Advanced Technology · doi:10.56532/mjsat.v2is1.121 · Cited by 14 · see citing works
Miniaturized dual band consumer transceiver antenna for 5G‐enabled IoT‐based home applications
De, A., Roy, B., & Bhattacharjee, A. K. (2021) · International Journal of Communication Systems · doi:10.1002/dac.4840 · Cited by 13 · see citing works
“60 GHz plays a major role and IoT is believed to take the center stage for future IoT-5G paradigm.(27,28) Single-band multi-mode 4G/5G antenna was proposed by(29) while dual band MIMO antenna was suggested by Zhang et al.”
BackgroundColaco, J., & Lohani, R. B. (2021) · Journal of Physics Conference Series · doi:10.1088/1742-6596/2070/1/012116 · Cited by 13 · see citing works
“Hence secured communication of a machine to a machine has a dynamic role in emerging IoT smart devices [4].”
BackgroundChaudhry, J. A., Saleem, K., Islam, R., Selamat, A., Ahmad, M., & Valli, C. (2017) · IEEE Conference on Local Computer Networks Workshops (LCN Workshops) · doi:10.1109/lcn.workshops.2017.73 · Cited by 13 · see citing works
Muli‐UWB Antenna System Design for 5G Wireless Applications with Diversity
Daghari, M., Essid, C., & Sakli, H. (2021) · Wireless Communications and Mobile Computing · doi:10.1155/2021/9966581 · Cited by 12 · see citing works
“These are electronic wireless connected devices, sharing informationwith a computer, tablet, or smartphone and able to perceive, analyze, and act according to the contexts of the environment in which they are located [3].”
BackgroundPerformance Evaluation and Analysis of LightCert4IoT Using Cooja-Contiki Simulator
Khoury, D. J., Haddad, S., Sondi, P., et al. (2024) · IEEE Access · doi:10.1109/access.2024.3451134 · Cited by 11 · see citing works
“Device authentication could rely on a Certificate Authority (CA), which assigns a public certificate to an IoT device [7].”
BackgroundAccess Priority Provisioning Based on Random Access Parallelization for Prioritized Cellular IoT
Kim, T., Jang, H. S., Bang, I., et al. (2021) · IEEE Access · doi:10.1109/access.2021.3103123 · Cited by 11 · see citing works
“For example, lots of information related to human activities have been recorded, monitored through various types of IoT applications (e.g., health monitoring, smart home, intelligent transportation, industrial automation), and exchanged through cellular networks [1].”
BackgroundPhotonic integration technologies for indoor optical wireless communications
Jiao, Y., & Cao, Z. (2018) · Science China Information Sciences · doi:10.1007/s11432-018-9391-1 · Cited by 11 · see citing works
The Energy-Aware Matrix Completion-Based Data Gathering Scheme for Wireless Sensor Networks
Kortas, M., Habachi, O., Bouallègue, A., et al. (2020) · IEEE Access · doi:10.1109/access.2020.2972970 · Cited by 11 · see citing works
Design and Implementation of a Pilot Model for IoT Smart Home Networks
Ibrahim, A. S., Abbas, A. M., Hassan, A. M. A., et al. (2023) · IEEE Access · doi:10.1109/access.2023.3282095 · Cited by 10 · see citing works
“Internet of Things (IoT) is one of many technologies established for emerging wireless cellular communication network, such as 5G and 6G [1], [2], [3], [4].”
BackgroundClaus, N., Kapusuz, K. Y., Verhaevert, J., et al. (2024) · Electronics · doi:10.3390/electronics13101921 · Cited by 10 · see citing works
MediVerse: A Secure and Scalable IoT-MR Framework for Real-Time Health and Performance Monitoring
Regalado, P. H., & Han, T. (2025) · IEEE Access · doi:10.1109/access.2025.3570731 · Cited by 10 · see citing works
“…patient monitoring, telemedicine, and chronic disease The associate editor coordinating the review of this manuscript and approving it for publication was Yeon-Ho Chung . management, where traditional systems often fall short due to limitations in latency, scalability, and security [4], [5], [6].”
A new approach to analyze the independence of statistical tests of randomness
Luengo, E. A., Cerna, M. B. L., Villalba, L. J. G., et al. (2022) · Applied Mathematics and Computation · doi:10.1016/j.amc.2022.127116 · Cited by 10 · see citing works
Particle Swarm Optimization in the Presence of Malicious Users in Cognitive IoT Networks with Data
Gul, N., Khan, M. S., Kim, S. M., et al. (2020) · Scientific Programming · doi:10.1155/2020/8844083 · Cited by 10 · see citing works
“Since the 5G wireless communication technology is on the horizon in combination with IoTconsideration as its center stage, IoT devices will perform a central role in the formation of a 5G network paradigm [5].”
MethodOptimal Cooperative Spectrum Sensing Based on Butterfly Optimization Algorithm
Abbasi, S. F., Jamil, H., & Chen, W. (2021) · Computers, materials & continua/Computers, materials & continua (Print) · doi:10.32604/cmc.2022.022260 · Cited by 10 · see citing works
Bai, X., Gai, C., Wu, D., Zhu, J., Wu, G., Zhang, M., Liu, Y., Sun, J., Zhuang, J., Huang, Y., et al. (2022) · IEEE Sensors Journal · doi:10.1109/jsen.2022.3142081 · Cited by 10 · see citing works
Low Transmission Loss Film Material for High-Speed High-Frequency Devices
谷川, 隆., Mizushima, E., Shimada, M., et al. (2018) · 2022 IEEE 72nd Electronic Components and Technology Conference (ECTC) · doi:10.1109/ectc.2018.00264 · Cited by 9 · see citing works
A Cloud-Edge Collaboration Framework for Power Internet of Things Based on 5G networks
Zheng, L., Chen, J., Liu, T., et al. (2021) · IEEE International Conference on Information, Communication and Networks (ICICN) · doi:10.1109/icicn52636.2021.9673856 · Cited by 9 · see citing works
Tello, A. B., Xing, J., Patil, A. L., Patil, L. P., & Sayyad, S. F. (2022) · International Journal of Communication Networks and Information Security (IJCNIS) · doi:10.17762/ijcnis.v14i3.5621 · Cited by 9 · see citing works
Big Data in 5G Distributed Applications
Nejković, V., Visa, A. J. E., Tošić, M., Petrović, N., Valkama, M., Koivisto, M., Talvitie, J., Rančić, S. R., Grzonka, D., Tchórzewski, J., et al. (2019) · Lecture notes in computer science · doi:10.1007/978-3-030-16272-6_5 · Cited by 8 · see citing works
“…of 5G networking systems, in addition to traditional technology drivers, needs some new critical issues to be resolved on different areas such as: (1) coordination mechanism [3], (2) power consumption [4], (3) networking behavior prediction [5], (4) positioning and location-awareness [6] etc.”
BackgroundReliability Control Framework for Random Access of Massive IoT Devices
Jung, S., Lee, S. H., & Kim, J. (2019) · IEEE Access · doi:10.1109/access.2019.2911089 · Cited by 9 · see citing works
“IoT services can work with an enormous number of devices with communications capabilities [1].”
BackgroundSecurity Challenges and Solutions in theInternet of Things
Porras, J., Khakurel, J., Knutas, A., et al. (2018) · Nordic and Baltic Journal of Information and Communications Technologies · doi:10.13052/nbjict1902-097x.2018.010 · Cited by 9 · see citing works
“Ejaz et al. [18] point, “5th generation wireless systems (5G) are on the horizon and IoT is taking the center stage as devices are expected to form a major portion of this 5G network paradigm” (p. 10310).”
BackgroundMultifunctional Antenna Design for Internet of Things Applications
Tyagi, D., Kumar, S., & Kumar, R. (2021) · International Conference on Advanced Computing and Communication Systems (ICACCS) · doi:10.1109/icaccs51430.2021.9441696 · Cited by 8 · see citing works
“Owing to its many applications, IoT is pursued as a key technology for improving economic growth and quality of human life [3-5].”
BackgroundRobust spectrum sensing against malicious users using particle swarm optimization
Gul, N., Ahmed, S., Kim, S. M., et al. (2021) · ICT Express · doi:10.1016/j.icte.2021.12.008 · Cited by 8 · see citing works
Powering IoT Systems with 5G Wireless Communication: A Comprehensive Review
Palarimath, S., Pyingkodi, M., Thenmozhi, K., et al. (2023) · International Conference on Communication and Electronics Systems (ICCES) · doi:10.1109/icces57224.2023.10192678 · Cited by 8 · see citing works
“The world is getting more sophisticated via the usage of IoT, which focuses on three visions [1]: • Internet-based: Where the system focuses on object connection.”
BackgroundExploring LTE‐V link‐level performance under V‐CPS by geometry enhanced winner II channel model
Gong, Y., Wang, S., Zhang, Y., et al. (2018) · Transactions on Emerging Telecommunications Technologies · doi:10.1002/ett.3507 · Cited by 8 · see citing works
“As shown in formula (1), the channel responses are composed of large-scale fading and small-scale fading effects, including Doppler spreading.”
BackgroundMethodInfluentialIslam, A., Kader, M. F., & Shin, S. Y. (2018) · arXiv (Cornell University) · doi:10.48550/arxiv.1812.03917 · Cited by 17 · see citing works
“Internet of Things (IoT) has brought another revolution in the realm of technology [14, 15, 16, 17].”
BackgroundSaikia, P., Huang, W.-J., Singh, K. K., & Biswas, S. (2025) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2025.3567894 · Cited by 8 · see citing works
“With the rapid advancements in wireless communication and the Internet of Things (IoT), V2X has emerged as a key enabler for the development of smart and connected transportation systems [2], [3].”
Service-Oriented Architecture for IoT Home Area Networking in 5G
Rahim, M. R. A., Rashid, R. A., Rateb, A. M., et al. (2018) · John Wiley & Sons, Inc. eBooks · doi:10.1002/9781119333142.ch16 · Cited by 7 · see citing works
An Optimal Networked LiFi Access Point Slicing Scheme for Internet-of-Things
Alshaer, H., Haas, H., & Kolawole, O. Y. (2021) · IEEE International Conference on Communications workshops · doi:10.1109/iccworkshops50388.2021.9473868 · Cited by 7 · see citing works
“These are expected to form a major portion of the fifth generation (5G) mobile wireless networks, which have diverse communication patterns and generate sporadic traffic with short packet lengths [2].”
BackgroundDesign and Implementation of High Isolation Textile MIMO Antenna for Wearable Applications
Kumar, S., Kumar, S., Srivastava, K., et al. (2025) · International Journal of Communication Systems · doi:10.1002/dac.70010 · Cited by 6 · see citing works
“IoT technology encompasses a variety of applications, including smart grids, control and automation systems, wireless sensor networks, and various smart devices, which collectively contribute to this transformative landscape [32–34].”
Enhancing IoT connectivity through spectrum sharing in 5G networks
Singh, B. K., & Khatri, N. (2024) · International Journal of Systems Assurance Engineering and Management · doi:10.1007/s13198-024-02515-4 · Cited by 6 · see citing works
“Ejaz et al. 2016; delves into the realm of IoT technol - ogy, examining its potential for addressing challenges and opportunities in the field of agriculture (Ejaz et al. 2016).”
Energy and Spectrally Efficient Modulation Scheme for IoT Applications
Hussein, H. S., Elsayed, M. I., Fakhry, M., et al. (2018) · Sensors · doi:10.3390/s18124382 · Cited by 6 · see citing works
Open Research Challenges and Blockchain Based Security Solution for 5G Enabled IoT
Gupta, N., Sharma, S., Juneja, P. K., et al. (2021) · Communications in computer and information science · doi:10.1007/978-981-16-3653-0_9 · Cited by 6 · see citing works
Arora, O., & Yadav, K. K. S. (2022) · 2022 8th International Conference on Signal Processing and Communication (ICSC) · doi:10.1109/icsc56524.2022.10009169 · Cited by 6 · see citing works
“Since 5G possesses the attribute of network slicing, therefore it has the capability to respond to the varying needs of massive IoT, which mostly finds its use in devices used in smart homes [5].”
BackgroundBlockchain for 5G-Enabled IoHT—A Framework for Secure Healthcare Automation
Alam, M. I., Ahmad, M. O., Siddiqui, S. T., et al. (2023) · Lecture notes in networks and systems · doi:10.1007/978-981-19-7615-5_64 · Cited by 6 · see citing works
The Paradigm of Fog Computing with Bio-inspired Search Methods and the “5Vs” of Big Data
Millham, R. C., Agbehadji, I. E., & Frimpong, S. O. (2020) · Springer tracts in nature-inspired computing · doi:10.1007/978-981-15-6695-0_8 · Cited by 6 · see citing works
Internet of Things and Distributed Denial of Service as Risk Factors in Information Security
Díaz, J. E. M. (2021) · IntechOpen eBooks · doi:10.5772/intechopen.94516 · Cited by 6 · see citing works
- Authors
- Ejaz, W., Anpalagan, A., Imran, M. A., Jo, M., Naeem, M., Qaisar, S. B., & Wang, W.
- Affiliations
- Toronto Metropolitan University (CA)
- University of Glasgow (GB)
- Korea University (KR)
- National University of Sciences and Technology (PK)
- Zhejiang University (CN)
- ORCID
- Venue
- IEEE Access
- Published
- 2016
- Volume
- 4
- Pages
- 10310-10314
- ISSN
- 2169-3536 (ISSN-L)
- OpenAlex
- W2580925718
- Cited by
- 190
- References
- 0
- Citations by year
- 2026: 1 · 2025: 12 · 2024: 23 · 2023: 23 · 2022: 24 · 2021: 26 · 2020: 34 · 2019: 20 · 2018: 23 · 2017: 4
- FWCI
- 7.23
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- IEEE Access (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- University of Michigan
- Michigan State University
- University of Engineering and Technology, Lahore
- Beijing University of Posts and Telecommunications
- Simon Fraser University
- Zhejiang University
- Hong Kong University of Science and Technology
- National University of Sciences and Technology
- University of Engineering and Technology, Taxila
- College of Engineering, Michigan State University
- Natural Sciences and Engineering Research Council of Canada
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › IoT Networks and Protocols
- 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, 5G, machine-to-machine communication, device-to-device communication, cyber-physical systems, fog computing, cloud computing, smart devices, sensor networks
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