Design and Performance Analysis of Multi-tier Heterogeneous Network through Coverage, Throughput and Energy Efficiency


  • A. Shabbir Department of Electronic Engineering, NED University of Engineering and Technology, Pakistan
  • H. R. Khan Department of Electronic Engineering, NED University of Engineering and Technology, Pakistan
  • S. A. Ali Department of Computer Science & Information Technology, NED University of Engineering and Technology, Karachi, Pakistan
  • S. Rizvi Department of Computer Science, Bahria University, Pakistan
Volume: 7 | Issue: 6 | Pages: 2345-2350 | December 2017 |


The unprecedented acceleration in wireless industry strongly compels wireless operators to increase their data network throughput, capacity and coverage on emergent basis. In upcoming 5G heterogeneous networks inclusion of low power nodes (LPNs) like pico cells and femto cells for increasing network’s throughput, capacity and coverage are getting momentum. Addition of LPNs in such a massive level will eventually make a network populated in terms of base stations (BSs).The dense deployments of BSs will leads towards high operating expenditures (Op-Ex), capital expenditure (Cap-Ex) and most importantly high energy consumption in future generation networks. Recognizing theses networks issues this research work investigates data throughput and energy efficiency of 5G multi-tier heterogeneous network. The network is modeled using tools from stochastic geometry. Monte Carlo results confirmed that rational deployment of LPNs can contribute towards increased throughput along with better energy efficiency of overall network.


energy efficiency, 5G networks, heterogeneous networks, stochastic geometry


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D. Muirhead, M. Ali Imran, K. Arshad, “A Survey of the Challenges, Opportunities and Use of Multiple Antennas in Current and Future 5G Small Cell Base Stations”, IEEE Access, vol. 4, pp. 2952-2964, 2016 DOI:

S. Provider, W. Papers, “Cisco Visual Networking Index: Global Mobile Data Traffic Forecast Update, 2015–2020 White Paper”, Cisco, 2016

J. Zhu, “Energy Efficiency Analysis of Cellular Downlink Transmission with Network Coding over Rayleigh Fading Channels", KSII Transactions on Internet and Information Systems, Vol. 7, No. 3, pp. 446-458, 2013 DOI:

K. Davaslioglu, R. D. Gitlin, “5G green networking: Enabling technologies, potentials, and challenges”, 2016 IEEE 17th Annual Wireless and Microwave Technology Conference (WAMICON), pp. 1-6, USA, 2016 DOI:

S. Buzzi, C. I. T. Klein, H. Poor, C. Yang, A. Zappone, “A Survey of Energy-Efficient Techniques for 5G Networks and Challenges Ahead”, IEEE Journal on Selected Areas in Communications, Vol. 34, no. 4, pp. 697-709, 2016 DOI:

J. D. Power, 2016 U.S. Wireless Smartphone Satisfaction Study Volume 1, 2016

K. Huang, X. Zhou, “Cutting the last wires for mobile communications by microwave power transfer”, IEEE Communications Magazine, Vol. 53, No. 6, pp. 86-93, 2015 DOI:

A. Fehske, G. Fettweis, J. Malmodin, G. Biczok, "The global footprint of mobile communications: The ecological and economic perspective", IEEE Communications Magazine, Vol. 49, No. 8, pp. 55-62, 2011 DOI:

A. Shabbir, H. R. Khan, S. A. Ali, S. Rizvi, “A Stochastic Geometrical Approach for Performance Analysis of Heterogeneous Cellular Network”, International Journal of Computer Science and Information Security, Vol. 14, No. 8, pp. 467-475, 2016

Research Focus Magazine, Why the EU is betting big on 5G, Digital Single Market, 2016.

G. Auer, V. Giannini, C. Desset, I. Godor, P. Skillermark, M. Olsson, M. Imran, D. Sabella, M. Gonzalez, O. Blume, A. Fehske, "How much energy is needed to run a wireless network?", IEEE Wireless Communications, Vol. 18, No. 5, pp. 40-49, 2011 DOI:

D. Feng, C. Jiang, G. Lim, L. Cimini, G. Feng , G. Li, “A survey of energy-efficient wireless communications”, IEEE Communications Surveys & Tutorials, Vol. 15, No. 1, pp. 167-178, 2013 DOI:

S. Verdu, “On channel capacity per unit cost”, IEEE Transactions on Information Theory, Vol. 36, No. 5, pp. 1019-1030, 1990 DOI:

D. Lister, “An operator’s view on green radio”, the Proc. IEEE Int. Workshop on Green Communications, 2009

G. Rittenhouse, “Green Wireless Networks”, IEEE WCNC, Paris, France, 2012

M. Haenggi, Stochastic Geometry for Wireless Networks. Cambridge University Publishers, 2012

M. Haenggi, J. G. Andrews, F. Baccelli, O. Dousse, M. Franceschetti. “Stochastic geometry and random graphs for the analysis and design of wireless networks”, IEEE Journal on Selected Areas in Communications, Vol. 27, No. 7, 2009 DOI:

K. Huang, J. G. Andrews, “A stochastic-geometry approach to coverage in cellular networks with multi-cell cooperation”, IEEE Global Telecommunications Conference, GLOBECOM 2011, Nepal, 5-9 Dec. 2011


How to Cite

A. Shabbir, H. R. Khan, S. A. Ali, and S. Rizvi, “Design and Performance Analysis of Multi-tier Heterogeneous Network through Coverage, Throughput and Energy Efficiency”, Eng. Technol. Appl. Sci. Res., vol. 7, no. 6, pp. 2345–2350, Dec. 2017.


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