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Systematic Review of Resource Allocation Methods Using Scheduling for M2M (Machine to Machine Communication) in IoT Network

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Security Issues and Privacy Threats in Smart Ubiquitous Computing

Part of the book series: Studies in Systems, Decision and Control ((SSDC,volume 341))

Abstract

With the recent trends of the Internet, embedded objects, wireless communication, pervasive and ubiquitous computing have emerged with a new evolving theory named as Internet of Things (IoT). The world of IoT comprised of interrelated static and dynamic physical objects with a unique identity and are able to communicate without human intervention by means of the Internet. All these IoT devices are connected through the Internet using different wireless technologies such as all five generation technologies and Machine to Machine(M2M) technologies. These processed data are transmitted to the end user as per requirement. Various network challenges are infused during data transmission to the intermediate and end user, as all these IoT devices in the network are with limited energy and memory constrained. During transmission, routing of data should use proper scheduling for efficient resource allocation. Important issues such as delay or jitter within the network should be avoided for critical case applications such as fire detection, building health monitoring, smoke detection, disaster management, and intrusion detection. For IoT networks, network transmission time should be less and optimized scheduling for efficient multi-hop routing should be prioritized. Hence, efficient optimization link scheduling methods are essential to achieve successful data delivery in IoT networks. In this article, a comprehensive parameterized analysis of recent studies related to resource allocation using scheduling in wireless networks is discussed.

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References

  1. Li, S., Da Xu, L., Zhao, S.: The internet of things: a survey. Inf. Syst. Front. 17(2), 243–259 (2015)

    Article  Google Scholar 

  2. Liu, Y., Liu, A., Hu, Y., Li, Z., Choi, Y.-J., Sekiya, H., Li, J.: FFSC: an energy efficiency communications approach for delay minimizing in internet of things. IEEE Access 4, 3775–3793 (2016)

    Google Scholar 

  3. Jagannath, J., Polosky, N., Jagannath, A., Restuccia, F., Melodia, T.: Machine learning for wireless communications in the Internet of things: a comprehensive survey. Ad Hoc Netw., 101913 (2019)

    Google Scholar 

  4. Prakash, T.S., Badrinath, G., Venugopal, K., Patnaik, L.M.: Energy aware topology management in Ad Hoc. Wirel. Netw. (2006)

    Google Scholar 

  5. Bejerano, Y.: Efficient integration of multihop wireless and wired networks with qos constraints. IEEE/ACM Trans. Netw. (TON) 12(6), 1064–1078 (2004)

    Article  Google Scholar 

  6. Andrews, M., Zhang, L.: Scheduling algorithms for multicarrier wireless data systems. IEEE/ACM Trans. Netw. 19(2), 447–455 (2011)

    Article  Google Scholar 

  7. Atzori, L., Iera, A., Morabito, G.: The internet of things: a survey. Comput. Netw. 54(15), 2787–2805 (2010)

    Article  Google Scholar 

  8. Maolin, T.: Gateways placement in backbone wireless mesh networks. Int. J. Commun. Netw. Syst. Sci. 2(1), 44–50 (2009)

    Google Scholar 

  9. Akyildiz, et al.: Wireless mesh networks: a survey. Comput. Netw. 47, 445–487 (2005)

    Google Scholar 

  10. Zhao, L., Al-Dubai, A.Y., Min, G.: GLBM: a new QoS aware multicast scheme for Wireless Mesh Networks. Syst. Softw. 83, 1318–1326 (2010)

    Google Scholar 

  11. Tassiulas, L., Sarkar, S.: Maxmin fair scheduling in wireless ad hoc networks. IEEE J. Sel. Areas Commun. 23(1), 163–173 (2005)

    Article  Google Scholar 

  12. Wan, J., Hong, J., Pang, Z., Jayaraman, B., Shen, F.: IEEE access special section editorial: key technologies for smart factory of industry 4.0. IEEE Access 7, 17969–17974 (2019)

    Article  Google Scholar 

  13. Hoang, T.D., Le, L.B., Le-Ngoc, T.: Joint prioritized link scheduling and resource allocation for OFDMA-based wireless networks. In: 2016 IEEE International Conference on Communications (ICC), pp. 1–6. IEEE (2016)

    Google Scholar 

  14. Su, H., Xi, Z.: Battery-aware TDMA scheduling schemes for wireless sensor networks. In: Global Telecommunications Conference, 2008. IEEE GLOBECOM 2008. IEEE, pp. 1–5. IEEE (2008)

    Google Scholar 

  15. Akyildiz, et al.: Cross-layer design in wireless mesh networks. IEEE Trans. 57, 1061–1076 (2008)

    Google Scholar 

  16. Wang, W., Wang, Y.,Li, X.Y., Song, W.Z., Frieder, O.: Efficient interference-aware TDMA link scheduling for static wireless networks. In: Proceedings of the 12th Annual International Conference on Mobile Computing and Networking, pp. 262–273. ACM (2006)

    Google Scholar 

  17. Cappanera, P., Lenzini, L., Lori, A., Stea, G., Vaglini, G.: Optimal joint routing and link scheduling for real-time traffic in TDMA wireless mesh networks. Comput. Netw. 57(11), 2301–2312 (2013)

    Google Scholar 

  18. Yu, H., Mohapatra, P., Liu, X.: Dynamic channel assignment and link scheduling in multi-radio multi-channel wireless mesh networks. In: Fourth Annual International Conference on Mobile and Ubiquitous Systems: Networking & Services, 2007. MobiQuitous 2007, pp. 1–8. IEEE (2007)

    Google Scholar 

  19. Palattella, M.R., Accettura, N., Dohler, M., Grieco, L.A., Boggia, G.: Traffic Aware Scheduling Algorithm for reliable low-power multi-hop IEEE 802.15. 4e networks. In: 2012 IEEE 23rd International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC), pp. 327–332. IEEE (2012)

    Google Scholar 

  20. Ojo, M., Giordano, S.: An efficient centralized scheduling algorithm in IEEE 802.15. 4e TSCH networks. In: 2016 IEEE Conference on Standards for Communications and Networking (CSCN), pp. 1–6. IEEE (2016)

    Google Scholar 

  21. Zhou, Z.B., Du, C., Shu, L., Hancke, G., Niu, J., Ning, H.: An energy-balanced heuristic for mobile sink scheduling in hybrid WSNs. IEEE Trans. Ind. Inf. 12(1), 28–40 (2016)

    Google Scholar 

  22. Raniwala, A., Gopalan, K., Chiueh, T.-C.: Centralized channel assignment and routing algorithms for multi-channel wireless mesh networks. Mobile Comput. Commun. 8, 50–65 (2004)

    Article  Google Scholar 

  23. Wu, W., Luo, J., Yang, M.: Gateway placement optimization for load balancing in wireless mesh networks. In: CSCWD 2009. 13th International Conference on Computer Supported Cooperative Work in Design, 2009. IEEE, 2009, pp. 408–413

    Google Scholar 

  24. Karnik, A., Iyer, A., Rosenberg, C.: Throughput-optimal configuration of fixed wireless networks. IEEE/ACM Trans. Netw. (TON) 16(5), 1161–1174 (2008)

    Article  Google Scholar 

  25. Jun, P., QiangQiang, Z.: Gateways placement optimization in wireless mesh networks. In: International Conference on Networking and Digital Society, 2009. ICNDS’09, vol. 1. IEEE, 2009, pp. 221–226

    Google Scholar 

  26. Mahmoud, M.M.E., Rodrigues, J.P.C., Saleem, K.: Cloud of things for healthcare: a survey from energy efficiency perspective. In: 2019 International Conference on Computer and Information Sciences (ICCIS), pp. 1–7. IEEE (2019)

    Google Scholar 

  27. Accettura, N., Palattella, M.R., Boggia, G., Grieco, L.A., Dohler, M.: Decentralized traffic aware scheduling for multi-hop low power lossy Networks in the internet of things. In: IEEE 14th International Symposium on “A World of Wireless, Mobile and Multimedia Networks” (WoWMoM), 2013, pp. 1–6

    Google Scholar 

  28. Cao, Y., Shi, Y., Liu, J., Kato, N.: Optimal satellite gateway placement in space-ground integrated network for latency minimization with reliability guarantee. IEEE Wirel. Commun. Lett. 7(2), 174–177 (2018)

    Article  Google Scholar 

  29. Yang, P., Chen, G.: Fast cash: Fair and stable channel assignment on heterogeneous wireless mesh network. In: The 9th International Conference for Young Computer Scientists, 2008. ICYCS 2008, pp. 451–456. IEEE (2008)

    Google Scholar 

  30. Uzunlar, O.: Joint routing, IGW selection, scheduling and power management optimization in Wireless Mesh Networks. Department of Industrial Engineering. 2011, Bilkent University, Ankara, p. 215

    Google Scholar 

  31. Jung, W.J., Lee, J.Y., Kim, B.C.: Joint link scheduling and routing for load balancing in STDMA wireless mesh networks. Int. J. Commun. Netw. Inf. Secur. (IJCNIS) 6(3) (2014)

    Google Scholar 

  32. Zheng, Q., Zheng, P., Chatzimisios, P., Liu, F.: Joint optimization of link scheduling and resource allocation in cooperative vehicular networks. In: EURASIP Journal on Wireless Communications and Networking 2015, no. 1, p. 170

    Google Scholar 

  33. Li, F., Wang, Y., Li, X.-Y.: Gateway placement for throughput optimization in wireless mesh networks. In: IEEE International Conference on Communications, 2007. ICC’07. IEEE, 2007, pp. 4955–4960

    Google Scholar 

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Correspondence to Suvarna Patil .

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Patil, S., Gokhale, P. (2021). Systematic Review of Resource Allocation Methods Using Scheduling for M2M (Machine to Machine Communication) in IoT Network. In: Mahalle, P.N., Shinde, G.R., Dey, N., Hassanien, A.E. (eds) Security Issues and Privacy Threats in Smart Ubiquitous Computing. Studies in Systems, Decision and Control, vol 341. Springer, Singapore. https://doi.org/10.1007/978-981-33-4996-4_13

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