Multi-radio access network assignment using dynamic programming

Anis, Vianney and Weiss, Stephan (2019) Multi-radio access network assignment using dynamic programming. In: IEEE 27th International Conference on Software, Telecommunications, and Computer Networks, 2019-09-19 - 2019-09-21.

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Abstract

This paper addresses the formulation of an optimisation problem that assigns a user to a multi-network base station for rural broadband access. The base station in this work is a fully off-grid—powered by renewable energy—system with a wireless backhaul link. The solution proposed in this paper relies on a dynamic programming approach, implementing a cost function that balances power consumption and quality of service. The cost is then aggregated using penalties based on the energy harvested and battery charge. The implemented algorithm is demonstrated (in simulations) able to adapt the user assignment to the network load and energy production.

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• Item metadata

  Item type:	Conference or Workshop Item(Paper)
  ID code:	69151
  Dates:	Date Event 19 September 2019 Published 2 July 2019 Accepted
  Subjects:	Technology > Electrical engineering. Electronics Nuclear engineering
  Department:	Faculty of Engineering > Electronic and Electrical Engineering
  Depositing user:	Pure Administrator
  Date deposited:	31 Jul 2019 11:02
  Last modified:	09 Apr 2024 06:41
  Related URLs:	Event
  URI:	https://strathprints.strath.ac.uk/id/eprint/69151