A mathematical model for a GA-based dynamic excess bandwidth allocation algorithm for hybrid PON and wireless technology integrations for next generation broadband access networks

Moradpoor, N.; Parr, G.; McClean, S.; Scotney, B.

Abstract

Optical and wireless integration scheme merges the high-speed and high-capacity of the optical networks with the low-cost, wide-coverage and mobility features of the wireless counterparts for the Subscriber Stations (SSs). It is also financially viable for the telecommunication service providers, particularly in the rural area where the development of the optical infrastructure or expansion of the exiting telecommunication solutions are either too costly or unreachable. In order to successfully integrate the two technologies, there are some technical concerns in terms of Architectural aspects, Physical Layer features and Media Access Control (MAC) issues. This paper is mainly focused on the MAC-related issues, particularly the dynamic excess bandwidth allocations where the hybrid Passive Optical Network (hybrid PON) is employed as a back haul solution for the wireless counterpart. A mathematical model for a Genetic Algorithm (GA)-based dynamic excess bandwidth allocation algorithm is proposed in this paper. The algorithm is proposed and implemented in order to generate the optimum/near optimum solutions for the problem of excess bandwidth allocations over the converged scenario between hybrid PON and wireless technologies. Keywords—Genetic Algorithm; optical networks; wireless technology; optical and wireless technology integrations; excess bandwidth allocations;

Citation

Moradpoor, N., Parr, G., McClean, S., & Scotney, B. (2013, September). A mathematical model for a GA-based dynamic excess bandwidth allocation algorithm for hybrid PON and wireless technology integrations for next generation broadband access networks. Presented at 2013 5th Computer Science and Electronic Engineering Conference (CEEC), Colchester, UK

• Presentation Conference Type: Conference Paper (Published)
• Conference Name: 2013 5th Computer Science and Electronic Engineering Conference (CEEC)
• Start Date: Sep 17, 2013
• End Date: Sep 18, 2013
• Acceptance Date: Nov 11, 2013
• Online Publication Date: Nov 11, 2013
• Publication Date: Nov 11, 2013
• Deposit Date: Jan 12, 2017
• Publisher: Institute of Electrical and Electronics Engineers
• Book Title: 2013 5th Proceedings of the Computer Science and Electronic Engineering Conference (CEEC 2013)
• ISBN: 9781479903832
• DOI: https://doi.org/10.1109/ceec.2013.6659439
• Keywords: excess bandwidth allocations, Genetic Algorithm, optical networks, wireless technology, optical and wireless technology integrations
• Public URL: http://researchrepository.napier.ac.uk/Output/461579