Front-end intelligence for large-scale application-oriented internet-of-things

IEEE Access

Volumn 4, Issue , 2016, Pages 3257-3272

  Bader, Ahmed ^a   Ghazzai, Hakim ^b   Kadri, Abdullah ^b   Alouini, Mohamed Slim ^a  

^a KING ABDULLAH UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Saudi Arabia)

^b QATAR MOBILITY INNOVATIONS CENTER QMIC   (Qatar)

Author keywords

administrative domains; collaboration and socialization; edge computing; fog computing; front end intelligence; Internet of things (IoT); software defined architectures

Indexed keywords

APPLICATION PROGRAMS; COMPUTER ARCHITECTURE; DECISION MAKING; ELECTRON DEVICES; INTERNET; NETWORK ARCHITECTURE; NETWORK MANAGEMENT; NETWORK SECURITY; WEARABLE TECHNOLOGY;

COLLABORATION AND SOCIALIZATION; COMPUTATIONAL PROCESSING; EDGE COMPUTING; FRONT END; FUTURE RESEARCH DIRECTIONS; INTERNET OF THINGS (IOT); LARGE-SCALE APPLICATIONS; NETWORK TRAFFIC MANAGEMENT;

INTERNET OF THINGS;

EID: 85006216192     PISSN: None     EISSN: 21693536     Source Type: Journal    
DOI: 10.1109/ACCESS.2016.2580623     Document Type: Article

References (61)

1. S. Savazzi, V. Rampa, and U. Spagnolini, "Wireless cloud networks for the factory of things: Connectivity modeling and layout design," IEEE Internet Things J., vol. 1, no. 2, pp. 180-195, Apr. 2014.
2. S. M. R. Islam, D. Kwak, M. Humaun Kabir, M. Hossain, and K.-S. Kwak, "The Internet of Things for health care: A comprehensive survey," IEEE Access, vol. 3, pp. 678-708, Jun. 2015.
3. L. Atzori, A. Iera, and G. Morabito, "The Internet of Things: A survey," Comput. Netw., vol. 54, no. 15, pp. 2787-2805, Oct. 2010.
4. M. Zorzi, A. Gluhak, S. Lange, and A. Bassi, "From today's Intranet of Things to a future Internet of Things: A wireless- and mobility-related view," IEEE Wireless Commun., vol. 17, no. 6, pp. 44-51, Dec. 2010.
5. D. Miorandi, S. Sicari, F. De Pellegrini, and I. Chlamtac, "Internet of Things: Vision, applications and research challenges," Ad Hoc Netw., vol. 10, no. 7, pp. 1497-1516, Sep. 2012.
6. "Internet of things (IoT) 2013 to 2020 market analysis: Billions of things, trillions of dollars," Int. Data Corp., Framingham, MA, USA, Tech. Rep. #243661, 2013.
7. C. Drubin, "The Internet of Things will drive wireless connected devices to 40.9 billion in 2020," Microw. J., vol. 57, no. 10, Aug. 2014.
8. J. Gubbi, R. Buyya, S. Marusic, and M. Palaniswami, "Internet of Things (IoT): A vision, architectural elements, and future directions," Future Generat. Comput. Syst., vol. 29, no. 7, pp. 1645-1660, Sep. 2013.
9. W. H. Chin, Z. Fan, and R. Haines, "Emerging technologies and research challenges for 5G wireless networks," IEEE Wireless Commun., vol. 21, no. 2, pp. 106-112, Apr. 2014.
10. "The zettabyte era: Trends and analysis," Cisco VNI, San Jose, CA, USA, Tech. Rep. 1465272001628117, Jun. 2014.
11. M. Abu-Elkheir, M. Hayajneh, and N. A. Ali, "Data management for the Internet of Things: Design primitives and solution," Sensors, vol. 13, no. 11, pp. 15582-15612, Nov. 2013.
12. A. Al-Fuqaha, M. Guizani, M. Mohammadi, M. Aledhari, and M. Ayyash, "Internet of Things: A survey on enabling technologies, protocols, and applications," IEEE Commun. Surveys Tuts., vol. 17, no. 4, pp. 2347-2376, 4th Quart., 2015.
13. J. Kim, J. Lee, J. Kim, and J. Yun, "M2M service platforms: Survey, issues, and enabling technologies," IEEE Commun. Surveys Tuts., vol. 16, no. 1, pp. 61-76, 1st Quart., 2014.
14. M. Shiraz, A. Gani, R. H. Khokhar, and R. Buyya, "A review on dis- tributed application processing frameworks in smart mobile devices for mobile cloud computing," IEEE Commun. Surveys Tuts., vol. 15, no. 3, pp. 1294-1313, 3rd Quart., 2013.
15. N. Rajovic, P. M. Carpenter, I. Gelado, N. Puzovic, A. Ramirez, and M. R. Valero, "Supercomputing with commodity CPUs: Are mobile SoCs ready for HPC?" in Proc. Int. Conf. High Perform. Comput., Netw., Storage Anal. (SC), Nov. 2013.
16. S. Alvi, B. Afzal, G. Shah, L. Atzori, and W. Mahmood, "Internet of multimedia things: Vision and challenges," Ad Hoc Netw., vol. 33, pp. 87-111, Oct. 2015.
17. S. A. M. Saleh, S. A. Suandi, and H. Ibrahim, "Recent survey on crowd density estimation and counting for visual surveillance," Eng. Appl. Artif. Intell., vol. 41, pp. 103-114, May 2015.
18. A. Panayides, Z. C. Antoniou, Y. Mylonas, M. S. Pattichis, A. Pitsillides, and C. S. Pattichis, "High-resolution, low-delay, and error-resilient medical ultrasound video communication using H.264/AVC over mobileWiMAX networks," IEEE J. Biomed. Health Inform., vol. 17, no. 3, pp. 619-628, May 2013.
19. J. Fink, A. Ribeiro, andV.Kumar, "Robust control of mobility and commu- nications in autonomous robot teams," IEEE Access, vol. 1, pp. 290-309, 2013.
20. L. Yang, Y. Shuang-Hua Yang, and L. Plotnick, "How the Internet of Things technology enhances emergency response operations," Technol. Forecast. Soc. Change, vol. 9, no. 80, pp. 1854-1867, 2013.
21. S. Siebert and J. Teizer, "Mobile 3D mapping for surveying earth- work projects using an unmanned aerial vehicle (UAV) system," Autom. Construct., vol. 41, pp. 1-14, May 2014.
22. S. T. Kandukuri, A. Klausen, H. R. Karimi, and K. G. Robbersmyr, "A review of diagnostics and prognostics of low-speed machinery towards wind turbine farm-level health management," Renew. Sustain. Energy Rev., vol. 53, pp. 698-708, Jan. 2016.
23. G. Instanes, A. O. Pedersen, A. Brath, C. L. Willey, P. B. Nagy, and F. Simonetti, "Ultrasonic computerized tomography for contin- uous monitoring of corrosion and erosion damage in pipelines," in Proc. CORROSION, Dallas, TX, USA, Mar. 2015, pp. 1-13.
24. S. Savazzi and U. Spagnolin, "Synchronous ultra-wide band wireless sen- sors networks for oil and gas exploration," in Proc. IEEE Symp. Comput. Commun. (ISCC), Sousse, Tunisia, Jul. 2009, pp. 907-912.
25. S. Savazzi and U. Spagnolini, "Wireless geophone networks for high- density land acquisition: Technologies and future potential," Leading Edge, vol. 27, no. 7, pp. 882-886, Jul. 2009.
26. X. Zhu et al., "Measuring wirelessHART against wired fieldbus for con- trol," in Proc. 10th IEEE Int. Conf. Ind. Inform. (INDIN), Beijing, China, Jul. 2012, pp. 270-275.
27. D. Jones, Ericsson, Intel, Nokia Back New Narrowband LTE IoT Spec, document, LightReading, Sep. 2015. Online. Available: http://www.lightreading.com/mobile/4g-lte/ericsson-intel-nokia-back- new-narrowband-lte-iot-spec-/d/d-id/718162
28. S. Andreev et al., "Understanding the IoT connectivity landscape: A contemporary M2M radio technology roadmap," IEEE Commun. Mag., vol. 53, no. 9, pp. 32-40, Sep. 2015.
29. J.-S. Kang and S. Downing, "Keystone effect on entry into two-sided markets: An analysis of the market entry of WiMAX," Technol. Forecast. Soc. Change, vol. 94, pp. 170-186, May 2015.
30. A. D'Elia, F. Viola, L. Roffia, and T. S. Cinotti, "A multi-broker platform for the Internet of Things," in Internet of Things, Smart Spaces, and Next Generation Networks and Systems. Cham, Switzerland: Springer, Aug. 2015, pp. 33-46.
31. L. Da Xu, W. He, and S. Li, "Internet of Things in industries: A survey," IEEE Trans. Ind. Informat., vol. 10, no. 4, pp. 2233-2243, Nov. 2014.
32. S. Hodges, S. Taylor, N. Villar, J. Scott, D. Bial, and P. T. Fischer, "Pro- totyping connected devices for the Internet of Things," IEEE Comput., vol. 46, no. 2, pp. 26-34, Feb. 2013.
33. "Openfog architecture overview," OpenFog Consortium Archit. Working Group, White Paper Feb 2016. Online. Available: http://www.openfogconsortium.org/resources/#white-papers
34. A. E. Khandani, J. Abounadi, E. Modiano, and L. Zheng, "Reliability and route diversity in wireless networks," IEEE Trans. Wireless Commun., vol. 7, no. 12, pp. 4772-4776, Dec. 2008.
35. M. Rezaeian and B. N.Vo, "Error bounds for joint detection and estimation of a single object with random finite set observation," IEEE Trans. Signal Process., vol. 58, no. 3, pp. 1493-1506, Mar. 2010.
36. J. Swetina, G. Lu, P. Jacobs, F. Ennesser, and J. Song, "Toward a stan- dardized commonM2Mservice layer platform: Introduction to oneM2M," IEEE Wireless Commun., vol. 21, no. 3, pp. 20-26, Jun. 2014.
37. W. Tan, J. Zhang, C. Peng, B. Xia, and Y. Kou, "SDN-enabled converged networks," IEEE Wireless Commun., vol. 21, no. 6, pp. 79-85, Dec. 2014.
38. W. H. W. Tuttlebee, Ed., Software Defined Radio: Enabling Technologies. New York, NY, USA: Wiley, May 2002.
39. "Outlook vision and research directions for the wireless world: LTE small cell enhancement by dual connectivity,"WirelessWord Res. Forum,Working Group C, Zurich, Switzerland, White Paper, Nov. 2014.
40. M. Hasan, E. Hossain, and D. Niyato, "Random access for machine- to-machine communication in LTE-advanced networks: Issues and approaches," IEEE Commun. Mag., vol. 51, no. 6, pp. 86-93, Jun. 2013.
41. D. T. Wiriaatmadja and K. W. Choi, "Hybrid random access and data transmission protocol for machine-to-machine communications in cellular networks," IEEE Trans. Wireless Commun., vol. 14, no. 1, pp. 33-46, Jan. 2015.
42. L. J. Young, "Telecom experts plot a path to 5G News," IEEE Spectr., vol. 52, no. 10, pp. 14-15, Oct. 2015.
43. A. Markkanen, Connected Versus Intelligent Devices in the IoT and in Saunas, document, IoT Newsletter, Mar. 2015. Online. Available: http://iot.ieee.org/newsletter/march-2015/connected-versus-intelligent- devices-in-the-iot-and-in-saunas.html
44. IEEE Standard for Local and Metropolitan Area Networks-Part 15.4: Low-Rate Wireless Personal Area Networks (LR-WPANs) Amendment 3: Physical Layer (PHY) Specifications for Low-Data-Rate, Wireless, Smart Metering Utility Networks, IEEE Standard 802.15.4g-2012, Apr. 2012.
45. Intelligent Transport Systems (ITS); Vehicular Communications; GeoNetworking; Part 4: Geographical Addressing and Forwarding for Point-To-Point and Point-To-Multipoint Communications; Sub-Part 1: Media-Independent Functionality, document ETSIEN 302636-4-1, Oct. 2013.
46. Introducing Thread: A New Wireless Networking Protocol for the Home, THREAD, San Ramon, CA, USA, Jul. 2014.
47. Y. Liu, Y. He, M. Li, J. Wang, K. Liu, and X. Li, "Does wireless sensor network scale?Ameasurement study on GreenOrbs," IEEE Trans. Parallel Distrib. Syst., vol. 24, no. 10, pp. 1983-1993, Oct. 2013.
48. Request for Information, Novel Methods for Information Sharing in Large Scale Mobile Ad-Hoc Networks, Defense Advanced Research Projects Agency (DARPA), document DARPA-SN-13-35, Apr. 2013.
49. A. Abouzeid and N. Bisnik, "Geographic protocol information and capac- ity deficit in mobile wireless ad hoc networks," IEEE Trans. Inf. Theory, vol. 57, no. 8, pp. 5133-5150, Aug. 2011.
50. B. Sirkeci-Mergen and A. Scaglione, "Randomized space-time coding for distributed cooperative communication," IEEE Trans. Signal Process., vol. 55, no. 10, pp. 5003-5017, Oct. 2007.
51. T. Halford, T. Courtade, and K. Turck, "The user capacity of barrage relay networks," in Proc. Military Commun. Conf. (MILCOM), Orlando, FL, USA, Oct./Nov. 2012, pp. 1-6.
52. A. Bader, K. Abed-Meraim, and M.-S. Alouini, "An efficient multi-carrier position-based packet forwarding protocol for wireless sensor networks," IEEE Trans. Wireless Commun., vol. 11, no. 1, pp. 305-315, Jan. 2012.
53. A. Bader and S. Alouini, "Localized power control for multihop large- scale Internet of Things," IEEE Internet Things J., to be published.
54. G. Iosifidis, L. Gao, J. Huang, and L. Tassiulas, "An iterative double auc- tion for mobile data of floading," in Proc. 11th Int. Symp. Modeling Optim. Mobile, Ad Hoc Wireless Netw. (WiOpt), Tsukuba, Japan, May 2013, pp. 154-161.
55. L. Atzori, D. Carboni, and A. Iera, "Smart things in the social loop: Paradigms, technologies, and potentials," Ad Hoc Netw., vol. 18, pp. 121-132, Jul. 2014.
56. H. Li, M. Dong, and K. Ota, "Radio access network virtualization for the social Internet of Things," IEEE Cloud Comput., vol. 2, no. 6, pp. 42-50, Nov. 2015.
57. B. Guo, D. Zhang, Z. Wang, Z. Yu, and X. Zhou, "Opportunistic IoT: Exploring the harmonious interaction between human and the Internet of Things," J. Netw. Comput. Appl., vol. 36, no. 6, pp. 1531-1539, Nov. 2013.
58. L. Atzori, A. Iera, and G. Morabito, "From 'smart objects' to 'social objects': The next evolutionary step of the Internet of Things," IEEE Commun. Mag., vol. 52, no. 1, pp. 97-105, Jan. 2014.
59. N. Omnes, M. Bouillon, G. Fromentoux, and O. Grand, "A programmable and virtualized network and IT infrastructure for the Internet of Things: How can NFV and SDN help for facing the upcoming challenges," in Proc. 18th Int. Conf. Intell. Next Generat. Netw. (ICIN), Paris, France, Feb. 2015, pp. 64-69.
60. K. Sood, S. Yu, and Y. Xiang, "Software defined wireless networking opportunities and challenges for Internet of Things: A review," IEEE Internet Things J., to be published.
61. C. Perera, C. H. Liu, S. Jayawardena, and M. Chen, "A survey on Internet of Things from industrial market perspective," IEEE Access, vol. 2, pp. 1660-1679, Jan. 2014.