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Throughput Optimal Uplink Scheduling in Heterogeneous PLC and LTE Communication for Delay Aware Smart Grid Applications

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Mobile Networks and Management (MONAMI 2020)

Abstract

Smart grid is an energy network that integrates advanced power equipment, communication technology and control technology. It can transmit two-way power and data among all components of the grid at the same time. The existing smart grid communication technologies include power line carrier (PLC) communication, industrial Ethernet, passive optical networks and wireless communication, each of which have different advantages. Due to the complex application scenarios, massive sampling points and high transmission reliability requirements, a single communication method cannot fully meet the communication requirements of smart grid, and heterogeneous communication modes are required. In addition, with the development of cellular technology, long term evolution (LTE)-based standards have been identified as a promising technology that can meet the strict requirements of various operations in smart grid. In this paper, we analyze the advantages and disadvantages of PLC and LTE communication, and design a network framework for PLC and LTE communication uplink heterogeneous communication in smart grid. Then, we propose an uplink scheduling transmission method for sampling data with optimized throughput according to the requirements of system delay and reliability. Then, we use the formula derivation to prove the stability and solvability of the scheduling system in theory. Finally, the simulation results show that under the condition of satisfying the delay requirement, our proposed framework can optimally allocate the wireless communication resource and maximize the throughput of the uplink transmission system.

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References

  1. Yang, B., Katsaros, K.V., Chai, W.K., et al.: Cost-efficient low latency communication infrastructure for synchrophasor applications in smart grids. IEEE Syst. J. 12, 1–11 (2016)

    Google Scholar 

  2. Prasad, G., Lampe, L.: Full-duplex power line communications: design and plications from multimedia to smart grid. IEEE Commun. Mag. 2–8 (2019). https://doi.org/10.1109/mcom.001.1900519

  3. Energy; Study Data from National Renewable Energy Laboratory Update Knowledge of Energy (Hybrid Communication Architectures for Distributed Smart Grid Applications). Computers Networks Communications (2018)

    Google Scholar 

  4. Han, T., Li, S., Zhong, Y., Bai, Z., Kwak, K.: 5G software-defined heterogeneous networks with cooperation and partial connectivity. IEEE Access 7, 72577–72590 (2019)

    Article  Google Scholar 

  5. Barbierato, L., et al.: A distributed IoT infrastructure to test and deploy real-time demand response in smart grids. IEEE Internet Things J. 6(1), 1136–1146 (2019)

    Article  Google Scholar 

  6. Kabalci, Y.: A survey on smart metering and smart grid communication. Renewable Sustain. Energy Rev. 57, 302–318 (2016)

    Article  Google Scholar 

  7. De Schepper, T., et al.: ORCHESTRA: enabling inter-technology network management in heterogeneous wireless networks. IEEE Trans. Netw. Serv. Manage. 15(4), 1733–1746 (2018)

    Article  Google Scholar 

  8. Zhang, J.: Hybrid communication architectures for distributed smart grid applications. Energies 11(4), 871 (2018)

    Article  Google Scholar 

  9. Wan, J., Yang, J., Wang, S., et al.: Cross-network fusion and scheduling for heterogeneous networks in smart factory. IEEE Trans. Ind. Inf. 16(9), 6059–6068 (2020)

    Google Scholar 

  10. Zarrabian, M.A., Tabataba, F.S., Molavipour, S., Sadeghi, P.: Multirate packet delivery in heterogeneous broadcast networks. IEEE Trans. Veh. Technol. 68(10), 10134–10144 (2019)

    Article  Google Scholar 

  11. Koohifar, F., Saputro, N., Guvenc, I., et al.: Hybrid Wi-Fi/LTE aggregation architecture for smart meter communications. In: IEEE International Conference on Smart Grid Communications. IEEE (2015)

    Google Scholar 

  12. Leonardo, de, M.: et al. Hybrid PLC/wireless communication for smart grids and internet of things applications. IEEE Internet Things J. 5(2), 655–667 (2017)

    Google Scholar 

  13. Park, J., Tarkhan, A., Hwang, J.N., et al.: Optimal DASH-multicasting over LTE. In: ICC IEEE International Conference on Communications. IEEE (2017)

    Google Scholar 

  14. Zhu, A., Guo, S., Liu, B., Ma, M., Yao, J., Su, X.: Adaptive multiservice heterogeneous network selection scheme in mobile edge computing. IEEE Internet Things J. 6(4), 6862–6875 (2019)

    Article  Google Scholar 

  15. Büyükçorak, S., Kurt, G.K., Yongaçoǧlu, A.: Inter-network localization frameworks for heterogeneous networks with multi-connectivity. IEEE Trans. Veh. Technol. 68(2), 1839–1851 (2019)

    Article  Google Scholar 

  16. Yang, H., Zhang, J., Qiu, J., Zhang, S., Lai, M., Dong, Z.Y.: A practical pricing approach to smart grid demand response based on load classification. IEEE Trans. Smart Grid 9(1), 179–190 (2018)

    Article  Google Scholar 

  17. Sánchez, P.A., Luna-Ramírez, S., Toril, M., et al.: A data-driven scheduler performance model for QoE assessment in a LTE radio network planning tool. Comput. Netw. 107186 (2020)

    Google Scholar 

  18. Gupta, M., Kumar, P.: Recommendation generation using personalized weight of meta-paths in heterogeneous information networks. Eur. J. Oper. Res. 284(2), 660–674 (2020)

    Article  MathSciNet  Google Scholar 

  19. Li, Q., Ge, Y., Yang, Y., Zhu, Y., Sun, W., Li, J.: An energy efficient uplink scheduling and resource allocation for M2M communications in SC-FDMA based LTE-A networks. In: Leung, V.C.M., Zhang, H., Hu, X., Liu, Q., Liu, Z. (eds.) 5GWN 2019. LNICSSITE, vol. 278, pp. 124–140. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-17513-9_9

    Chapter  Google Scholar 

  20. Sun, W., Li, Q., Wang, J., Chen, L., Mu, D., Yuan, X.: A radio link reliability prediction model for wireless sensor networks. Int. J. Sens. Netw. 27, 215 (2018). https://doi.org/10.1504/IJSNET.2018.093960

    Article  Google Scholar 

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Correspondence to Qiyue Li .

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© 2020 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

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Li, Q., Cao, T., Sun, W., Li, W. (2020). Throughput Optimal Uplink Scheduling in Heterogeneous PLC and LTE Communication for Delay Aware Smart Grid Applications. In: Loke, S.W., Liu, Z., Nguyen, K., Tang, G., Ling, Z. (eds) Mobile Networks and Management. MONAMI 2020. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 338. Springer, Cham. https://doi.org/10.1007/978-3-030-64002-6_10

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  • DOI: https://doi.org/10.1007/978-3-030-64002-6_10

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-64001-9

  • Online ISBN: 978-3-030-64002-6

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