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2020 | OriginalPaper | Buchkapitel

IoT Platforms for 5G Network and Practical Considerations: A Survey

verfasst von : Sejuti Banik, Irvin Steve Cardenas, Jong-Hoon Kim

Erschienen in: Ubiquitous Networking

Verlag: Springer International Publishing

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Abstract

The fifth generation (5G) mobile network will enable the Internet of Things (IoT) to take a large leap into the age of future computing. As a result of extended connectivity, high speed, and reduced latency services being provided by 5G, IoT has experienced and will continue to undergo a remarkable transition in every field of daily life. Furthermore, fog computing will revolutionize the IoT platforms by decentralizing the operations through the cloud and ensuring sustainability with big data, mobility, and reduced processing lag. 5G is ubiquitous, reliable, scalable, and economic in nature. The features will not only globalize IoT in a broader spectrum, but also make common people interact smartly and efficiently with the environment in real time. In this study, a combined survey is presented on different IoT applications coupled with cloud platforms. Moreover, the capabilities of IoT in the influence of 5G are explored as well as how the IoT platform and services will adopt through 5G are envisaged. Additionally, some open issues triggered by 5G have been introduced to harness the maximum benefit out of this network. Finally, a platform is proposed to implement in the telepresence project based on the investigation and findings.

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Vorheriges Kapitel Dependency Between the Distance and International Voice Traffic

Nächstes Kapitel Optical Wireless Transmission of Electrocardiogram During Effort

Featured page of Internet of Things Wiki. https://internetofthingswiki.com/top-20-iot-platforms/634/. Accessed 20 Apr 2019

OnQ Blog of Qualcomm. http://tiny.cc/wnyj5y. Accessed 20 Apr 2019

Updated List IoT Platforms in 2017 by IoT Analytics. https://iot-analytics.com/iot-platforms-company-list-2017-update/. Accessed 21 Apr 2019

Mattern, F., Floerkemeier, C.: From the internet of computers to the Internet of Things. In: Sachs, K., Petrov, I., Guerrero, P. (eds.) From Active Data Management to Event-Based Systems and More. LNCS, vol. 6462, pp. 242–259. Springer, Heidelberg (2010). https://doi.org/10.1007/978-3-642-17226-7_15CrossRef

Weiser, M.: The computer for the 21st century. IEEE Pervasive Comput. 1(1), 19–25 (2002). https://doi.org/10.1109/MPRV.2002.993141CrossRef

Pan, J., Jain, R., Paul, S., Vu, T., Saifullah, A., Sha, M.: An internet of things framework for smart energy in buildings: designs, prototype, and experiments. IEEE Internet Things J. 2(6), 527–537 (2015). https://doi.org/10.1109/JIOT.2015.2413397CrossRef

Hu, X., Yang, L., Xiong, W.: A novel wireless sensor network frame for urban transportation. IEEE Internet Things J. 2(6), 586–595 (2015). https://doi.org/10.1109/JIOT.2015.2475639CrossRef

Handte, M., Foell, S., Wagner, S., Kortuem, G., Marrón, P.J.: An internet-of-things enabled connected navigation system for urban bus riders. IEEE Internet of Things J. 3(5), 735–744 (2016). https://doi.org/10.1109/JIOT.2016.2554146CrossRef

Minoli, D., Sohraby, K., Occhiogrosso, B.: IoT considerations, requirements, and architectures for smart buildings–energy optimization and next-generation building management systems. IEEE Internet Things J. 4(1), 269–283 (2017). https://doi.org/10.1109/JIOT.2016.2554146CrossRef

10.

Niu, Y., Li, Y., Jin, D., Su, L., Vasilakos, A.V.: A survey of millimeter wave communications (mmWave) for 5G: opportunities and challenges. Wireless Netw. 21(8), 2657–2676 (2015). https://doi.org/10.1007/s11276-015-0942-zCrossRef

11.

Sun, S., Rappaport, T.S., Shafi, M., Tang, P., Zhang, J., Smith, P.J.: Propagation models and performance evaluation for 5G millimeter-wave bands. IEEE Trans. Veh. Technol. 67(9), 8422–8439 (2018). https://doi.org/10.1109/TVT.2018.2848208CrossRef

12.

Jungnickel, V., et al.: The role of small cells, coordinated multipoint, and massive MIMO in 5G. IEEE Commun. Mag. 52(5), 44–51 (2014). https://doi.org/10.1109/MCOM.2014.6815892CrossRef

13.

Zhang, H., Dong, Y., Cheng, J., Hossain, M.J., Leung, V.C.: Fronthauling for 5G LTE-U ultra dense cloud small cell networks. IEEE Wirel. Commun. 23(6), 48–53 (2016). https://doi.org/10.1109/MWC.2016.1600066WCCrossRef

14.

Vook, F.W., Ghosh, A., and Thomas, T.A.: MIMO and beamforming solutions for 5G technology. In: 2014 IEEE MTT-S International Microwave Symposium (IMS 2014), pp. 1–4. IEEE (2014). https://doi.org/10.1109/MWSYM.2014.6848613

15.

Zhang, Z., Chai, X., Long, K., Vasilakos, A.V., Hanzo, L.: Full duplex techniques for 5G networks: self-interference cancellation, protocol design, and relay selection. IEEE Commun. Mag. 53(5), 128–137 (2015). https://doi.org/10.1109/MCOM.2015.7105651CrossRef

16.

Xia, X., Xu, K., Wang, Y., Xu, Y.: A 5G-enabling technology: benefits, feasibility, and limitations of in-band full-duplex mMIMO. IEEE Veh. Technol. Mag. 13(3), 81–90 (2018). https://doi.org/10.1109/MVT.2018.2792198CrossRef

17.

Health options in Apple Watch Series 4. https://www.apple.com/apple-watch-series-4/health/. Accessed 27 Apr 2019

18.

Health features in fitbit. https://www.wired.com/story/when-your-activity-tracker-becomes-a-personal-medical-device/. Accessed 27 Apr 2019

19.

Health Monitoring System in Samsung Gear S3 Frontier. https://support.t-mobile.com/docs/DOC-33560. Accessed 27 Apr 2019

20.

Transformation IoT features page. http://tiny.cc/gyou5y. Accessed 28 Apr 2019

21.

Yasumoto, K., Yamaguchi, H., Shigeno, H.: Survey of real-time processing technologies of IoT data streams. J. Inf. Process. 24(2), 195–202 (2016). https://doi.org/10.2197/ipsjjip.24.195CrossRef

22.

COASIS Standard, MQTT version 3.1.1 (2014). http://docs.oasis-open.org/mqtt/mqtt/v3.1.1/os/mqtt-v3.1.1-os.doc

23.

Shelby, Z., Hartke, K., Bormann, C.: Request for Comment 7252, The Constrained Application Protocol (CoAP) (2014). http://tools.ietf.org/rfc/rfc7252.txt

24.

WebSocket. https://www.websocket.org/. Accessed 28 Apr 2019

25.

Shelby, Z., Borman, C.: 6LoWPAN: The Wireless Embedded Internet. Wiley, Chichester (2011)

26.

Qin, Z., Denker, G., Giannelli, C., Bellavista, P., Venkatasubramanian, N.: A software defined networking architecture for the Internet-of-Things. In: 14th Proceedings IEEE Network Operations and Management Symposium (NOMS), pp. 1–9 (2014). https://doi.org/10.1109/NOMS.2014.6838365

27.

Luan, T.H., Gao, L., Li, Z., Xiang, Y., Wei, G., Sun, L.: Fog computing: focusing on mobile users at the edge. arXiv preprint, arXiv:1502.01815, 6 February 2015

28.

Hirzel, M., Soulé, R., Schneider, S., Gedik, B., Grimm, R.: A catalog of stream processing optimizations. ACM Comput. Surv. 46(4), 1–34 (2014). https://doi.org/10.1145/2528412. Article 46CrossRef

29.

StreamBase Systems. http://www.streambase.com (2012). Accessed 28 Apr 2019

30.

Storm project. http://storm-project.net/ (2012). Accessed 28 Apr 2019

31.

Documentation of Apache Spark-Lighting-fast cluster computing. http://spark.apache.org/

32.

Ueda, K., Suwa, H., Arakawa, Y., Yasumoto, K.: Exploring accuracy-cost tradeoff in in-home living activity recognition based on power consumptions and user positions. In: 14th Proceedings of IEEE International Conference on Ubiquitous Computing and Communications (IUCC 2015), pp. 1131–1137 (2015). https://doi.org/10.1109/CIT/IUCC/DASC/PICOM.2015.169

33.

Condoluci, M., Araniti, G., Mahmoodi, T., Dohler, M.: Enabling the IoT machine age with 5G: machine-type multicast services for innovative real-time applications. IEEE Access 4, 5555–5569 (2016). https://doi.org/10.1109/ACCESS.2016.2573678CrossRef

34.

Palattella, M.R., et al.: Internet of Things in the 5G era: enablers, architecture, and business models. IEEE J. Sel. Areas Commun. 34, 510–527 (2016). https://doi.org/10.1109/JSAC.2016.2525418CrossRef

35.

3GPP: Evolved Universal Terrestrial Radio Access (E-UTRA) and Evolved Universal Terrestrial Radio Access Network (E-UTRAN); Overall description, TS 36.300

36.

Boccardi, F., Heath, R.W., Lozano, A., Marzetta, T.L., Popovski, P.: Five disruptive technology directions for 5G. IEEE Commun. Mag. 52, 74–80 (2014). https://doi.org/10.1109/MCOM.2014.6736746CrossRef

37.

3GPP: Evolved Universal Terrestrial Radio Access (E-UTRA); Radio Resource Control (RRC), TS 36.331

38.

3GPP: RAN improvements for machine-type communications, TR 37.868

39.

Thomsen, H., Pratas, N.K., Stefanovic, C., Popovski, P.: Code-expanded radio access protocol for machine-to-machine communications. Trans. Emerging Telecommun. Technol. 24(4), 355–365 (2013). https://doi.org/10.1002/ett.2656CrossRef

40.

Blajić, T., Nogulić, D., and Druẑijanić, M.: Latency Improvements in 3G Long Term Evolution, in Mipro CTI, svibanj (2006)

41.

3GPP: Study on Enhancements to Machine-Type Communications (MTC) and Other Mobile Data Applications; Radio Access Network (RAN) Aspects, TR 37.869

42.

Li, Y., Chen, M.: Software-defined network function virtualization: a survey. IEEE Access 3, 2542–2553 (2015). https://doi.org/10.1109/ACCESS.2015.2499271CrossRef

43.

Wood, T., Ramakrishnan, K.K., Hwang, J., Liu, G., Zhang, W.: Toward a software-based network: integrating software defined networking and network function virtualization. IEEE Network 29, 36–41 (2015). https://doi.org/10.1109/MNET.2015.7113223CrossRef

44.

Mijumbi, R., Serrat, J., Gorricho, J.L., Bouten, N., Turck, F.D., Boutaba, R.: Network function virtualization: state-of-the-art and research challenges. IEEE Commun. Surv. Tutorials 18, 236–262 (2016). https://doi.org/10.1109/COMST.2015.2477041. FirstquarterCrossRef

45.

Bontu, C.S., Illidge, E.: DRX mechanism for power saving in LTE. IEEE Commun. Mag. 47(6), 48–55 (2009). https://doi.org/10.1109/MCOM.2009.5116800CrossRef

46.

Aissioui, A., Ksentini, A., Gueroui, A.M., Taleb, T.: Toward elastic distributed SDN/NFV controller for 5G mobile cloud management systems. IEEE Access 3, 2055–2064 (2015). https://doi.org/10.1109/ACCESS.2015.2489930CrossRef

47.

3GPP: Mobile radio interface layer 3 specification, core network protocols; Stage 2, TS 23.108

48.

Wei, C.H., Cheng, R.G., Tsao, S.L.: Performance analysis of group paging for machine-type communications in LTE networks. IEEE Trans. Veh. Technol. 62, 3371–3382 (2013). https://doi.org/10.1109/TVT.2013.2251832CrossRef

49.

Arouk, O., Ksentini, A., Taleb, T.: Group paging optimization for machine-type-communications. In: IEEE International Conference on Communications (ICC), pp. 6500–6505, June 2015. https://doi.org/10.1109/ICC.2015.7249360

50.

Arouk, O., Ksentini, A., Taleb, T.: Group paging-based energy saving for massive MTC accesses in LTE and Beyond networks. IEEE J. Sel. Areas Commun. PP(99), 1–1 (2016). https://doi.org/10.1109/jsac.2016.2520222CrossRef

51.

Lecompte, D., Gabin, F.: Evolved multimedia broadcast/multicast service (eMBMS) in LTE-advanced: overview and Rel-11 enhancements. IEEE Commun. Mag. 50, 68–74 (2012). https://doi.org/10.1109/MCOM.2012.6353684CrossRef

52.

Condoluci, M., Araniti, G., Molinaro, A., Iera, A.: Multicast resource allocation enhanced by channel state feedbacks for multiple scalable video coding streams in LTE networks. IEEE Trans. Veh. Technol. PP(99), 1–1 (2015). https://doi.org/10.1109/TVT.2015.2449080CrossRef

53.

Perera, C., Liu, C.H., Jayawardena, S., Chen, M.: A survey on Internet of Things from industrial market perspective. IEEE Access 2, 1660–1679 (2014). https://doi.org/10.1109/ACCESS.2015.2389854CrossRef

54.

Difference between 4G and 5G. https://www.lifewire.com/5g-vs-4g-4156322. Accessed 20 Apr 2019

55.

Study of reduced latecy of 5G waves by EDN Network. http://tiny.cc/rkwm5y. Accessed 17 Apr 2019

56.

Ahmad, I., Kumar, T., Liyanage, M., Okwuibe, J., Ylianttila, M., Gurtov, A.: Overview of 5G security challenges and solutions. IEEE Commun. Stand. Mag. 2(1), 36–43 (2018)CrossRef

57.

News on Remote Robotic Surgery in China. http://tiny.cc/h4mt5y. Accessed 25 Apr 2019

58.

5G And The IOT: Scientific Overview Of Human Health Risks. https://ehtrust.org/key-issues/cell-phoneswireless/5g-networks-iot-scientific-overview-human-health-risks/. Accessed 30 Apr 2019

59.

Miller, A.B., Morgan, L.L., Udasin, I., Davis, D.L.: Cancer epidemiology update, following the 2011 IARC evaluation of radiofrequency electromagnetic fields (Monograph 102). Environ. Res. 167, 673–683 (2018). https://doi.org/10.1016/j.envres.2018.06.043CrossRef

60.

Hardell, L., Carlberg, M.: Comments on the US National toxicology program technical reports on toxicology and carcinogenesis study in rats exposed to whole-body radiofrequency radiation at 900 MHz and in mice exposed to whole-body radiofrequency radiation at 1,900 MHz. Int. J. Oncol. 54(1), 111–127 (2019). https://doi.org/10.3892/ijo.2018.4606CrossRef

61.

Peleg, M., Nativ, O., Richter, E.D.: Radio frequency radiation-related cancer: assessing causation in the occupational/military setting. Environ. Res. 163, 123–133 (2018). https://doi.org/10.1016/j.envres.2018.01.003CrossRef

62.

Lerchl, A., et al.: Tumor promotion by exposure to radiofrequency electromagnetic fields below exposure limits for humans. Biochem. Biophys. Res. Commun. 459(4), 585–590 (2015). https://doi.org/10.1016/j.bbrc.2015.02.151CrossRef

63.

Di Ciaula, A.: Towards 5G communication systems: are there health implications? Int. J. Hyg. Environ. Health 221(3), 367–375 (2018). https://doi.org/10.1016/j.ijheh.2018.01.011CrossRef

64.

Meo, S.A., Almahmoud, M., Alsultan, Q., Alotaibi, N., Alnajashi, I., Hajjar, W.M.: Mobile phone base station tower settings adjacent to school buildings: impact on students’ cognitive health. Am. J. Men’s Health 13(1), 1557988318816914 (2019). https://doi.org/10.1177/1557988318816914CrossRef

65.

Betzalel, N., Feldman, Y., Ishai, P.B.: The modeling of the absorbance of sub-THz radiation by human skin. IEEE Trans. Terahertz Sci. Technol. 7(5), 521–528 (2017). https://doi.org/10.1109/TTHZ.2017.2736345CrossRef

66.

Betzalel, N., Ishai, P.B., Feldman, Y.: The human skin as a sub-THz receiver-Does 5G pose a danger to it or not? Environ. Res. 163, 208–216 (2018). https://doi.org/10.1016/j.envres.2018.01.032CrossRef

67.

NYU Research mmWave Health Effects. https://wireless.engineering.nyu.edu/mmwave-health-effects/. Accessed 29 Apr 2019

68.

Guraliuc, A.R., Zhadobov, M., Sauleau, R., Marnat, L., Dussopt, L.: Millimeter-wave electromagnetic field exposure from mobile terminals, In: 2015 European Conference on Networks and Communications (EuCNC), pp. 82–85. IEEE (2015). https://doi.org/10.1109/EuCNC.2015.7194045

69.

Koyama, S., et al.: Effects of long-term exposure to 60 GHz millimeter-wavelength radiation on the genotoxicity and heat shock protein (Hsp) expression of cells derived from human eye. Int. J. Environ. Res. Public Health 13(8), 802 (2016). https://doi.org/10.3390/ijerph13080802CrossRef

70.

Webpage on Challenges of 5G. http://tiny.cc/48sz5y. Accessed 28 Apr 2019

71.

Norrman, K., Näslund, M., Dubrova, E.: Protecting IMSI and user privacy in 5G networks. In: 9th Proceedings of EAI International Conference on Mobile Multimedia Communications Institute for Computer Science, Social-Informatics, and Telecommunication Engineering, pp. 159–66 (2016). https://doi.org/10.4108/eai.18-6-2016.2264114

72.

Ahmad, I., Kumar, T., Liyanage, M., Okwuibe, J., Ylianttila, M., Gurtov, A.: 5G security: analysis of threats and solutions. In: IEEE Conference Standards for Communication and Networking, pp. 193–99, September 2017. https://doi.org/10.1109/CSCN.2017.8088621

73.

Dastjerdi, A.V., Buyya, R.: Fog computing: helping the Internet of Things realize its potential. Computer 49(8), 112–116 (2016). https://doi.org/10.1109/MC.2016.245CrossRef

74.

Shi, W., Dustdar, S.: The promise of edge computing. Computer 49(5), 78–81 (2016). https://doi.org/10.1109/MC.2016.145CrossRef

75.

Bonomi, F., Milito, R., Natarajan, P., Zhu, J.: Fog computing: a platform for Internet of Things and analytics. In: Bessis, N., Dobre, C. (eds.) Big Data and Internet of Things: A Roadmap for Smart Environments. SCI, vol. 546, pp. 169–186. Springer, Cham (2014). https://doi.org/10.1007/978-3-319-05029-4_7CrossRef

76.

Peng, M., Yan, S., Zhang, K., Wang, C.: Fog computing based radio access networks: issues and challenges, 13 June 2015. https://doi.org/10.1109/MNET.2016.7513863

77.

Tran, T.X., Hajisami, A., Pandey, P., Pompili, D.: Collaborative mobile edge computing in 5G networks: new paradigms, scenarios, and challenges, 9 December 2016. https://doi.org/10.1109/MCOM.2017.1600863

78.

OpenFog Consortium Architecture Working Group, https://www.openfogconsortium.org/wp-content/uploads/OpenFog-Architecture-Overview-WP-2-2016.pdf. Last Accessed on 29 Apr 2019

79.

Corno, F., De Russis, L., Sáenz, J.P.: On the advanced services that 5G may provide To IoT applications. In: 2018 IEEE 5G World Forum (5GWF), pp. 528–531, July 2018. https://doi.org/10.1109/5GWF.2018.8517038

80.

Ray, P.P.: A survey of IoT cloud platforms. Fut. Comput. Inf. J. (2017). https://doi.org/10.1016/j.fcij.2017.02.001CrossRef

81.

Cisco Kinetic for Manufacturing Harnessing IoT data to boost productivity. http://tiny.cc/nv3y5y. Accessed 29 Apr 2019

82.

Smart City framework by Cisco. http://tiny.cc/bh3y5y. Accessed 29 Apr 2019

83.

Architecture of Cisco IoT Platform. http://tiny.cc/2e3y5y. Accessed 29 Apr 2019

84.

Homepage of Cisco Kinetic. http://tiny.cc/092y5y. Accessed 29 Apr 2019

85.

Fog Computing and the Internet of Things: Extend the Cloud to Where the Things Are (2015). http://tiny.cc/nv3y5y. Accessed 29 Apr 2019

86.

Comparison between Microsoft Azure and Amazon Web Services. https://stackify.com/azure-vs-aws-comparison/. Accessed 29 Apr 2019

87.

Overview of Microsoft Azure and Amazon Web Services. https://azure.microsoft.com/en-us/overview/azure-vs-aws/. Accessed 29 Apr 2019

88.

Cusumano, M.A.: Cloud computing and SaaS as new computing platforms. Commun. ACM 53(4), 27–29 (2010). https://doi.org/10.1145/1721654.1721667CrossRef

89.

Smith, R.: Computing in the cloud. Res. Technol. Manag. 52(5), 65–68 (2009). https://doi.org/10.1080/08956308.2009.11657590CrossRef

90.

Amazon Makes Foray Into Edge Computing With AWS Greengrass. http://tiny.cc/ft1y6y. Accessed 10 May 2019

91.

AWS IoT Greengrass. https://aws.amazon.com/greengrass/. Accessed 11 May 2019

92.

What Is AWS IoT Greengrass? https://docs.aws.amazon.com/greengrass/latest/developerguide/what-is-gg.html. Accessed 11 May 2019

93.

AWS IoT Core Documentation. https://docs.aws.amazon.com/iot/index.html. Accessed 11 May 2019

94.

CLOUD IOT CORE. http://tiny.cc/3e3y6y. Accessed 15 May 2019

95.

Google Cloud IoT. https://cloud.google.com/solutions/iot/. Accessed 15 May 2019

96.

IoT in the Google Cloud. https://www.qwiklabs.com/quests/49. Accessed 15 May 2019

97.

Cloud IoT Core overview. https://cloud.google.com/iot/docs/concepts/overview. Accessed 15 May 2019

Titel: IoT Platforms for 5G Network and Practical Considerations: A Survey
verfasst von: Sejuti Banik
Irvin Steve Cardenas
Jong-Hoon Kim
Verlag: Springer International Publishing
Buch: Ubiquitous Networking
Print ISBN: 978-3-030-58007-0

Electronic ISBN: 978-3-030-58008-7

Copyright-Jahr: 2020
DOI: https://doi.org/10.1007/978-3-030-58008-7_17

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