Survey on 5G and Future 6G Access Networks for IoT Applications
Автор: Kok Yeow You
Журнал: International Journal of Wireless and Microwave Technologies @ijwmt
Статья в выпуске: 4 Vol.12, 2022 года.
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This paper comprehensively reviews the recent 5G and future 6G Internet of Things (IoT) protocols/standards, applications, and access networks used. First, most of the IoT protocols/standards and application scenarios are summarized in the form of tables, pictures, and diagrams to facilitate readers to understand and compare current and future Internet of Things technologies more easily and quickly. Second, the terrestrial and aerial radio access networks are analyzed and discussed in detail. The evolution of 5G terrestrial access networks is briefly described and its performance limitations are quantitatively analyzed and discussed. When the operating frequency reaches the sub-millimeter wave band, the terrestrial radio access network will deal with high path loss caused by weather factors, such as oxygen and water vapor absorption in the atmosphere, rainfall, and cloud/fog attenuation. The development of aerial radio access networks is preparing for 6G IoT to solve the coverage and path loss issues. In this survey, the aerial radio access architectures and infrastructure are also surveyed. This survey aims to guide readers to better understand the technical status of 5G IoT and the milestones as well as key performance indicators that need to be reached for 6G IoT in the future.
Internet of things (IoT), Fifth-generation (5G) wireless technology, Sixth-generation (6G) wireless technology, Long-range wide-area network (LoRaWAN), Sub-6 GHz, Millimeter wave (mmWave), Sub-millimeter wave, Radio access network (RAN)
Короткий адрес: https://sciup.org/15018535
IDR: 15018535 | DOI: 10.5815/ijwmt.2022.04.03
Список литературы Survey on 5G and Future 6G Access Networks for IoT Applications
- ITU, Series Y: Global Information Infrastructure, Internet Protocol Aspects and Next-Generation Networks. U.S.: Recommendation International Telecommunication Union ITU-T Y.2060, 2012.
- F. Johan, The Satellite IoT Communications Market. Sweden: Berg Insight, 2021.
- M. R. Palattella et al., “Internet of things in the 5G era: enablers, architecture, and business models,” IEEE Journal on Selected Areas in Communications, vol. 34, pp. 510–527, 2016.
- S. M. Riazul Islam, D. Kwak, Humaun, M. D. Kabir, M. Hossain, K. S. Kwak, “The Internet of Things for health care: A comprehensive survey,” IEEE Access, vol. 3, pp. 678–708, 2015.
- IoT For All, What is the Internet of Things, or IoT? A Simple Explanation. IoT For All, 2021. https://www.iotforall.com/what-is-internet-of-things
- Wikipedia, Internet of Things. Wikipedia, the free encyclopedia, 2021. https://en.wikipedia.org/wiki/Internet_of_things
- T. Y. Huang et al., “A survey on green 6G network: architecture and technologies,” IEEE Access, vol. 7, pp. 175758–175768, 2019.
- K. B. Letaief, W. Chen, Y. M. Shi, J. Zhang, and Y. J. Angela Zhang, “The roadmap to 6G: AI empowered wireless networks,” IEEE Communication Magazine, vol. 57, pp. 84–90, 2019.
- W. Saad, M. Bennis, and M. Z. Chen, “A vision of 6G wireless systems: applications, trends, technologies, and open research problems,” IEEE Network, vol. 34, pp. 134–142, 2019.
- L. Zhang, Y. C. Liang, and D. Niyato, “6G visions: mobile ultra-broadband, super internet-of-things, and artificial intelligence,” China Communication, vol. 16, pp. 1–14, 2019a.
- Z. Q. Zhang et al., “6G wireless networks vision, requirements, architecture, and key technologies,” IEEE Vehicular Technology Magazine, vol. 14, pp. 28–41, 2019b.
- B. Q. Zong et al., “6G technologies: key drivers, core requirements, system architectures, and enabling technologies,” IEEE Vehicular Technology Magazine, vol. 14, pp. 18–27, 2019.
- M. W. Akhtar, S. A. Hassan, R. Ghaffar, H. J. Jung, S. Garg, and M. S. Hossain, “The shift to 6G communications: vision and requirements,” Human-centric Computing and Information Sciences, vol. 10, pp. 1–27, 2020.
- M. H. Alsharif et al., “Sixth generation (6G) wireless networks: vision, research activities, challenges and potential solutions,” Symmetry, vol. 12, pp. 1–27, 2020.
- Ian F. Akyildiz, Ahan Kak, and Shuai Nie, “6G and beyond: the future of wireless communications systems,” IEEE Access, vol. 8, pp. 44983–44998, 2020.
- Y. L. Lee, D. H. Qin, L. C. Wang, and G. H. Sim, “6G massive radio access networks: key applications, requirements and challenges,” IEEE Open Journal of Vehicular Technology, vol. 2, pp. 54–66, 2020.
- E. T. Michailidis, S. M. Potirakis, and A. G. Kanatas, “AI-inspired non-terrestrial networks for IIoT: review on enabling technologies and applications,” IoT, vol. 1, pp. 21–48, 2020.
- R. Sekaran et al., “Survival study on blockchain based 6G-enabled mobile edge computation for IoT automation,” IEEE Access, vol. 8, pp. 143453–143463, 2020.
- B. Barakat et al., “6G opportunities arising from internet of things use cases: a review paper,” Future Internet, vol. 13, pp. 1–29, 2021.
- N. Chen and M. Okada, “Toward 6G internet of things and the convergence with RoF system,” IEEE Internet of Things Journal, vol. 8, pp. 8719–8733, 2021.
- N. N. Dao, Q. V. Pham, N. H. Tu, T. T. Thanh, V. N. Q. Bao, D. S. Lakew, and S. Cho, “Survey on aerial radio access networks: Toward a comprehensive 6G access infrastructure,” IEEE Communications Surveys & Tutorials, vol. 23, pp. 1193–1225, 2021.
- C. De Alwis et al., “Survey on 6G frontiers: trends, applications, requirements, technologies and future research,” IEEE Open Journal of the Communications Society, vol. 2, pp. 836–886, 2021.
- Dinh, C. Nguyen, Ming Ding, Pubudu, N. Pathirana, Aruna Seneviratne, Jun Li, Dusit Niyato, Octavia Dobre, and H. Vincent Poor, “6G internet of things: a comprehensive survey,” IEEE Internet of Things Journal, vol. 9, pp. 359-383, 2022.
- F. X. Guo, F. Richard Yu, H. L. Zhang, H. Ji, and C. M. Victor Leung, “Enabling massive IoT toward 6G: a comprehensive survey,” IEEE Internet of Things Journal, vol. 8, pp. 11891–11915, 2021.
- A. L. Imoize, O. Adedeji, N. Tandiya, and S. Shetty, “6G enabled smart infrastructure for sustainable society: opportunities, challenges, and research roadmap,” Sensors, vol. 21, pp. 1–58, 2021.
- B. F. Ji et al., “A survey of computational intelligence for 6G: key technologies, applications and trends,” IEEE Transactions on Industrial Informatics, vol. 17, pp. 7145–7154, 2021.
- W. Jiang, B. Han, M. A. Habibi, and H. D. Schotten, “The road towards 6G: a comprehensive survey,” IEEE Open Journal of the Communications Society, vol. 2, pp. 334–366, 2021.
- P. K. Padhi and F. Charrua-Santos, “6G enabled industrial internet of everything: towards a theoretical framework,” Applied System Innovation, vol. 4, pp. 1–28, 2021.
- C. Schroeder, “Early indications of 6G,” Microwave Journal, vol. 64, pp. 5–9, 2021.
- Y. Spyridis et al., “Towards 6G IoT: tracing mobile sensor nodes with deep learning clustering in UAV networks,” Sensors, vol. 21, pp. 1–16, 2021.
- X. H. You et al., “Towards 6G wireless communication networks: vision, enabling technologies, and new paradigm shifts,” Science China Information Sciences, vol. 64, pp. 110301:1–110301:74, 2021.
- M. Sheng, D. Zhou, W. G. Bai. J. Y. Liu, and J. D. Li, “6G Service coverage with mega satellite constellations,” China Communications, vol 19, pp. 64–76, 2022.
- M. Gupta, R. K. Jha, and S. Jain, “Tactile based intelligence touch technology in IoT configured WCN in B5G/6G-A survey,” IEEE Access, in press.
- P. H. Siegel, “Terahertz technology,” IEEE Transactions on Microwave Theory and Techniques, vol. 50, pp. 910–928, 2002.
- H. Elayan, O. Amin, B. Shihada, R. M. Shubair, and M. Slim Alouini, “Terahertz band: the last piece of RF spectrum puzzle for communication systems,” IEEE Open Journal of the Communications Society, vol. 1, pp. 1–32, 2020.
- Qorvo and RFMW, Wi-Fi Convergence with IoT and 5G. U.S.: Microwave Journal, 2020.
- International Telecommunication Union, IoT Standards Part II: 3GPP Standards. Training on Planning Internet of Things (IoTs) Networks. U.S.: ITU Report, 2018.
- A. Díaz Zayas, F. J. Rivas Tocado, and P. Rodríguez, “Evolution and testing of NB-IoT solutions,” Applied Sciences, vol. 10, pp. 7903 (1–17), 2020.
- S. Henry, A. Alsohaily, and E. S. Sousa, “3GPP 5G new radio system with the ITU IMT-2020 requirements,” IEEE Access, vol. 8, pp. 42828–42840, 2020.
- Huawei, 5G Spectrum Public Policy Position. Shenzhen, China: Huawei Technologies Co., Ltd, 2017.
- W. Ayoub, A. Samhat, F. Nouvel, M. Mroue, and J-C. Prévotet, “Internet of mobile things: overview of LoRaWAN, DASH7, and NB-IoT in LPWANs standards and supported mobility,” IEEE Communications Surveys & Tutorials, vol. 21, pp. 1561–1581, 2019.
- J. Huang, Y. Liu, C. X. Wang, J. Sun, and H. L. Xiao, “5G millimetre-wave channel sounders, measurements, and models: recent developments and future challenges,” IEEE Communications Magazine, vol. 57, pp. 138–145, 2018.
- Keysight Technologies, How to Ensure IoT Devices Work in Their Intended Environment (Locate and Identify Interference). U.S.: Keysight Technologies, 2019.
- F. Meneghello, M. Calore, D. Zucchetto, M. Polese, and A. Zanella, “IoT: Internet of threats? a survey of practical security vulnerabilities in real IoT devices,” IEEE Internet of Things Journal, vol. 6, pp. 8182–8201, 2019.
- T. Oza, “Understanding the underlying sensor and wireless technologies in IIoT apps,” Microwaves & RF, vol. 9, pp. 18–22, 2020.
- S. DeTomasi, “Navigating the 5G NR standards,” in Advanced 5G Over the Air Testing (OTA) Challenges and Solutions, Pat Hindle, Ed. U.S.: Microwave Journal, 2019, pp. 10–13.
- T. Madarasz, Microwave will drive the development of 5G. In Pat Hindle (Ed), Design Ideas and Tradeoffs for 5G Infrastructure (pp. 10–13). U.S.: Microwave Journal, 2019.
- N. Y. Tuan, “Small cells help keep 5G connected,” in Focus on: 5G Technology and Challenges, Bill Wong, Ed. U.S: Microwaves & RF, 2020, pp. 2–4.
- Admin, Beamforming in 5G mmWave Radios. 5G mmWave, 2020. https://www.5gmmwave.com/5g-mmwave/beamforming-in-5g-mmwave-radios/
- Admin, Economics of 5G mmWave: Is It Cost Effective?. 5G mmWave, 2021. https://www.5gmmwave.com/5g-mmwave/economics-of-5g-mmwave-is-it-cost-effective/
- A. Himmler and R. N. Alexander, How 4D Imaging Radar Sensors Can Be Validated. India: Autocar Professional, 2021. Available online: https://www.autocarpro.in/opinion-blogs/how-4d-imaging-radar-sensors-can-be-validated-79866 (accessed on 22 September 2021).
- ITU, Reference Standard Atmospheres. U.S.: International Telecommunication Union Radiocommunications Sector, ITU-R Report P. 835-6, 2017.
- G. A. Siles, J. M. Riera, and P. García-del-Pino, “Atmospheric attenuation in wireless communication systems at millimeter and THz frequencies,” IEEE Antennas and Propagation Magazine, vol. 57, pp 48–61, 2015.
- Q. Li, Q. Zhu, J. S. Zheng, K. H. Liao, and G. S. Yang, Soil moisture response to rainfall in forestland and vegetable plot in Taihu Lake Basin, China. Chinese Geographical Science, vol. 25, pp. 1–12, 2014.
- H. J. Liebe, T. Manabe, and G. A. Hufford, Millimeter-wave attenuation and delay rates due to fog/cloud conditions. IEEE Transactions on Antennas and Propagation, vol. 37, pp. 1617–1623, 1989.
- ITU, Attenuation by Atmospheric Gases and Related Effects. U.S.: International Telecommunication Union Radiocommunications Sector, Recommendation ITU-R P. 676-12, 2019.
- ITU, Reference Standard Atmospheres. U.S.: International Telecommunication Union Radiocommunications Sector, ITU-R Report P. 835-6, 2017.
- F. Rinaldi et al., “Non-terrestrial networks in 5G & beyond: a survey,” IEEE Access, vol. 8, pp. 165178–165200, 2020.
- A. Weissberger, ITU-R Future Report: High Altitude Platform Stations as IMT Base Stations (HIBS). IEEE Communication Society Technology Blog, 2021. https://techblog.comsoc.org/2021/02/17/itu-r-future-report-high-altitude-platform-stations-as-imt-base-stations-hibs/
- A. Al-Hourani, S. Kandeepan, and S. Lardner, “Optimal LAP altitude for maximum coverage,” IEEE Wireless Communications Letters, vol. 3, pp. 569–572, 2014.
- T. F. Zhao, H. Wang, and Q. W. Ma, “The coverage method of unmanned aerial vehicle mounted base station sensor network based on relative distance,” International Journal of Distributed Sensor Networks, vol. 16, pp. 1–12, 2020.
- J. Holis and P. Pechac, “Elevation dependent shadowing model for mobile communications via high altitude platforms in built-up areas,” IEEE Transactions on Antennas and Propagation, vol. 56, pp. 1078–1084, 2008.
- INFOLYSiS, A Comparative CAPEX Techno-Economic Analysis of NFV Applicability on the Ground Segment of GEO/MEO/LEO Satellite Systems. Athens, Greece: INFOLYSIS P.C, 2017.
- ITU, Attenuation Due to Clouds and Fog. U.S.: International Telecommunication Union Radiocommunications Sector, Recommendation ITU-R P. 840-8, 2019.
- L. D. Carey, J. G. Niu, P. Yang, J. A. Kankiewicz, V. E. Larson, and T. H. V. Haar, “The vertical profile of liquid and ice water content in midlatitude mixed-phase altocumulus clouds,” Journal of Applied Meteorology and Climatology, vol. 47, pp. 2487–2495, 2008.
- J. B. Tan and L. L. Dai, “THz precoding for 6G: challenges, solutions, and opportunities,” IEEE Wireless Communications, in press.
- S. K. Ali Shah and W. Mahmood, “Smart home automation using IoT and its low cost implementation,” International Journal of Engineering and Manufacturing, vol. 5, pp. 28–36, 2020.
- K. A. Kumar and D. Aju, “An internet of thing based Agribot (IoT-Agribot) for precision agriculture and farm monitoring,” International Journal of Education and Management Engineering, vol. 4, pp. 33–39, 2020.
- A. Urbonavicius and N. Saeed, “IoT leak detection system for buiding hydronic pipes,” International Journal of Engineering and Manufacturing, vol. 5, pp. 1–21, 2019.