Document Type : Original Research Paper

Authors

1 Department of Computer and Information Technology, Institute of Science and High Technology and Environmental Sciences, Graduate University of Advanced Technology, Kerman, Iran.

2 Department of Electrical Engineering, Sirjan University of Technology, Sirjan, Iran.

Abstract

Background and Objectives: Broadband power line communications (PLC) is a promising candidate for implementing access network of different telecommunication Technologies. Planning process of the PLC access network is subdivided into two main optimization problems of the generalized base station placement and PLC channel allocation.
Methods: This paper studies the latter one for an actual PLC network by taking both in-line and in-space neighboring schemes into account for the first time and modeling the PLC channel allocation according to them. In this regards, different aspects of this problem are first introduced in details and then our suggested models for them are presented and numerically evaluated.
Results: Specifically, for each pair of the broadband-PLC cells, in-line neighboring is modeled either by one or zero indicating the cells are neighbor or not; in-space neighboring is suggested to be a number from the interval [0 1] according to physical vicinity of cell’s wirings; and consequently aggregate neighboring intensity will be a number from [0 2]. Subsequently, the network interference is defined as a function of neighboring intensity and assigned frequency sets to the neighbor cells; so that the more neighboring intensity is increased and the more distance between the sets is decreased, the more interference is imposed on the PLC network. Eventually, the meta-heuristic methods of Genetic and shuffled frog-leaping algorithms are exploited to solve resulting PLC channel allocation problem via minimizing the interference.
Conclusion: In general, the results confirmed the success of the suggested method in modeling PLC channel allocation problem in actual scenarios, tracking the network interference in these situations, providing an optimal solution for them, and including all previous research as a comprehensive method.
 

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Copyrights
©2021 The author(s). This is an open access article distributed under the terms of the Creative Commons Attribution (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, as long as the original authors and source are cited. No permission is required from the authors or the publishers.
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Keywords

Main Subjects

[1] M. Schwartz, "Carrier-wave telephony over power lines: Early history," IEEE Commun. Mag., 47(1): 14-18, 2009.

[2] S. Mudriievskyi, "Power line communications: State of the art in research, development and application," AEU Int. J. Electron. Commun., 68(7): 575-577, 2014.

[3] C. Cano et al., "State of the art in power line communications: From the applications to the medium,” IEEE J. Sel. Areas Commun.," 34(7): 1935-1952, 2016.

[4] S. Galli, A. Scaglione, Z. Wang, "For the grid and through the grid: the role of power line communications in the smart grid," Proc. IEEE, 99(6): 998-1027, 2011.

[5] M. Sheikh-Hosseini, "Evolution of power line communications: From a fixed telephone system to telecommunication technology of smart energy grid," Ir Iran. J. Eng. Educ., 20(80): 71-96, 2019.

[6] S. Chen et al., "Ultra-Wideband Powerline Communication (PLC) above 30MHz," IET Commun., 3(10): 1587-1596, 2009.

[7] K. Ramanathan, N.J.R. Muniraj, "DWT-IDWT-based MB-OFDM UWB with digital down converter and digital up converter for power line communication in the frequency band of 50 to 578 MHz," Ann. Telecommun., 70: 181-196, 2015.

[8] M. Sheikh-Hosseini, G.A. Hodtani, M. Molavi-kakhki, "Capacity analysis of PLC point-to-point and relay channels," Trans. Emerging Telecommun. Technol., 27(2): 200-215, 2016.

[9] L. Lampe, A.M. Tonello, T.G. Swart, Power Line Communications: Principles, Standards and Applications from multimedia to smart grid. John Wiley & Sons, 2016.

[10] E. Ancillotti, R. Bruno, M. Conti, "The role of communication systems in smart grids: Architectures, technical solutions and research challenges," Comput. Networks, 36(17): 1665–1697, 2013.

[11] A. Pittolo et al., "In-vehicle power line communication: Differences and similarities among the in-car and the in-ship scenarios," IEEE Veh. Technol. Mag., 11(2): 43-51, 2016.

[12] M Yigit et al., "Power line communication technologies for smart grid applications: A review of advances and challenges," Comput. Networks, 70: 366-383, 2014.

[13] G. Lopez et al., "The role of power line communications in the smart grid revisited: Applications, challenges, and research initiatives," IEEE Access, 7: 117346-117368, 2019.

[14] M. Kashef, M. Abdallah, M.N. Al-Dhahir, "Transmit power optimization for a hybrid PLC/VLC/RF communication system," IEEE Trans. Green Commun. Networking, 2(1):  234-245, 2017.

[15] Y.S. Reddy et al., "Optimisation of indoor hybrid PLC/VLC/RF communication systems," IET Commun., 14(1): 117-126, 2020.

[16] M. Sheikh-Hosseini, G.A Hodtani, "On the capacity of additive white mixture gaussian noise channels," Trans. Emerging Telecommun. Technol., 30(7): e3585, 2019.

[17] E. Biglieri, "Coding and modulation for a horrible channel," IEEE Commun. Mag., 41(5): 92-98, 2003.

[18] M. B. Noori Shirazi, A. Golestani, H. Ahmadian Yazdi, A. Habibi Daronkola, "Analysis and comparison of PAPR reduction techniques in OFDM systems," J. Electr. Comput. Eng. Innovations, 3(1): 37-45, 2015.  

[19] A. Haidine, I. Mellado, R. Lehnert, "PANDeMOO: Powerline communications access network designer based on multi-objective optimisation," presented at the IEEE Symp. ISPLC, Vancouver, Canada, 2005.

[20] A. Haidine, R. Lehnert, "Solving the generalized base station placement problem in the planning of broadband power line communications access networks," presented at the 2th IEEE Conf. AccessNets., Ottawa, Ont., Canada, 2007.

[21] A. Haidine, R. Lehnert, "Placement of base stations in broadband power line communications access networks by means of multi-criteria optimization," presented at the 3th IEEE Conf. AccessNets., Las Vegas, USA, 2008.

[22] A. Haidine, R. Lehnert, "Optimisation of base station location in broadband power line communications access networks," Int. J. Comm. Network Distr. Syst., 5(4): 347-374, 2010.

[23] A. Haidine, R. Lehnert, “Analysis of the channel allocation problem in broadband power line communications access network," presented at the IEEE Symp. ISPLC, Pisa, Italy, 2007.

[24] A. Haidine, R. Lehnert, "Modeling of channel allocation in broadband powerline communications access networks as a multi-criteria optimization problem," presented at the 3th IEEE Conf. AccessNets., Las Vegas, USA, 2008.

[25] A. Haidine, R. Lehnert, "The channel allocation problem in broadband power line communications access networks: analysis, modeling and solutions," Int. J. Autonom. Adapt. Comm. Syst., 3(4): 396-418, 2010.

[26] L.P. Do, R. Lehnert, "Dynamic resource allocation protocol for large PLC networks," presented at the IEEE Symp. ISPLC, Beijing, China, 2012.

[27] R. Kulshrestha, "Channel allocation and ultra-reliable communication in CRNs with heterogeneous traffic and retrials: A dependability theory-based analysis," Comput. Commun., 158: 51-63, 2020.

[28] H. Zhang, H. Li, J.H. Lee, "Efficient subchannel allocation based on clustered interference alignment in ultra-dense femtocell networks," China Commun., 14(4): 1-10, 2017.

[29] M.H. Refan, A. Dameshghi, "RTDGPS implementation by online prediction of GPS position components error using GA-ANN model," J. Electr. Comput. Eng. Innovations, 1(1): 43-50, 2013.

[30] Y. Rohani, Z. Torabi, S. Kianian, "A novel hybrid genetic algorithm to predict students' academic performance," J. Electr. Comput. Eng. Innovations, 8(2): 219-232, 2020.

[31] T.H. Huynhm “A modified shuffled frog leaping algorithm for optimal tuning of multivariable PID controllers,” in Proc. 2008 IEEE International Conference on Industrial Technology: 1-6, 2008.


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