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Optimizing infrastructure placement in wireless mesh networks using NSGA-II

Nawaf, Liqaa F., Allen, Stuart Michael and Rana, Omer F. 2018. Optimizing infrastructure placement in wireless mesh networks using NSGA-II. Presented at: IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th Intl. Conference on Data Science and Systems, Exeter, UK, 28-30 June 2018.

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Abstract

Wireless Mesh Networks (WMNs) provide a flexible and low-cost technology to efficiently deliver broadband services to communities. In a WMN, a mesh router is deployed at each house, which acts both as a local access point and a relay to other nearby houses. Since mesh routers typically consist of offthe-shelf equipment, the major cost of the network is in the placement and management of Internet Transit Access Points (ITAP) which act as the connection to the internet. In designing a WMN, the aim is to minimize the number of ITAPs required whilst maximizing the traffic that could be served to each house. A multi-objective optimization algorithm is investigated to solve the WMN infrastructure placement problem, using crossover and mutation operators. A simulation based analysis is used to demonstrate the benefit of the proposed approach.

Item Type: Conference or Workshop Item (Paper)
Date Type: Completion
Status: Unpublished
Schools: Computer Science & Informatics
Related URLs:
Date of First Compliant Deposit: 3 July 2018
Last Modified: 06 Jul 2018 09:06
URI: http://orca.cf.ac.uk/id/eprint/112939

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