Skip to main content

Application of AI Methods to Practical GPON FTTH Network Design and Planning

  • Chapter
  • First Online:
Transforming Field and Service Operations

Abstract

The optimal design of telecommunication network infrastructure demands consideration of many complex factors such as type, number and position of components and cable paths. The difficulty of producing a consistent and cost-effective solution increases with network size and complexity. A network planning optimisation tool developed at EBTIC (Etisalat British Telecom Innovation Centre) can generate different network topologies and evaluate them to arrive rapidly at an optimal or near-optimal solution. It has been trialled in Greenfield areas for FTTH (Fibre To The Home) deployment. This case study reviews the operation of EBTIC optimisation tool, how the design problem has been formulated and summarises the key steps in the practical application of the algorithms. In addition, the business benefits provided by the tool in the working environment are provided.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 54.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  • Cambazard H, Mehta D, O’Sullivan B, Quesada L, Ruffini M, Payne DB, Doyle L (2011) A combinatorial optimisation approach to designing dual-parented long-reach passive optical networks. CoRR, vol. abs/1109.1231

    Google Scholar 

  • Chu A (2009) Ant colony optimization metaheuristics for solving combinatorial optimization problems. University of Economics, Prague, Faculty of Informatics and Statistics

    Google Scholar 

  • Dorigo M, Stützle T (2004) Ant colony optimization. The MIT Press, Cambridge

    Book  Google Scholar 

  • Jaumard B, Chowdhury R (2012) Selection and placement of switching equipment in a broadband access network. In: Computing, networking and communications (ICNC), 2012 International Conference, pp 297–303

    Google Scholar 

  • Kim Y, Lee Y, Han J (2011) A splitter location/allocation problem in designing fibre optic access networks. Eur J Operat Res 210(2):425–435

    Article  Google Scholar 

  • Lakic B, Hajduczenia M (2007) On optimized passive optical network (PON) deployment. In: Access networks workshops, 2007. AccessNets ’07. Second International Conference, pp 1–8

    Google Scholar 

  • Li J, Shen G (2009) Cost minimization planning for Greenfield passive optical networks. IEEE/OSA J Opt Commun Network 1(1):17–29

    Google Scholar 

  • Lv M, Chen X (2009) Heuristic based multi-hierarchy passive optical network planning. In: Wireless communications, networking and mobile computing, 2009. WiCom ’09, 5th International Conference, pp 1–4

    Google Scholar 

  • Mazzali C, Whitman R, Deutsch B (2005) Optimization of FTTH passive optical networks continues. Lightwave Magazine, January

    Google Scholar 

  • Penrose MD (1995) Single linkage clustering and continuum percolation. J Multivariat Anal 53(1):94–109

    Article  Google Scholar 

  • Poon, KF. and Ouali, A. (2011): “A MILP based design tool for FTTH access networks with consideration of demand growth”, in Internet Technology and Secured Transactions (ICITST), 2011 International Conference, pp. 544 –549.

    Google Scholar 

  • Poon K, Mortimore D, Mellis J (2006) Designing optimal FTTH and PON networks using new automatic methods. IET Conference Publications, vol. 2006, no. CP521, pp 45–48

    Google Scholar 

  • Steve C (2008) Designing low cost access networks with IPTV performance constraints. In: Next Generation Internet Networks, NGI 2008, pp 45–52

    Google Scholar 

  • TechNavio, Global Passive Optical Network Equipment Market 2011–2015, SKU: IRTNTR1566, http://www.technavio.com

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Poon, K.F.(., Ouali, A., Chu, A., Ahmad, R. (2013). Application of AI Methods to Practical GPON FTTH Network Design and Planning. In: Owusu, G., O’Brien, P., McCall, J., Doherty, N. (eds) Transforming Field and Service Operations. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-44970-3_9

Download citation

Publish with us

Policies and ethics