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Controlling Self-Healing Cellular networks using Fuzzy Logic

Saeed, A, Imran, MA and Aliu, OG (2012) Controlling Self-Healing Cellular networks using Fuzzy Logic In: IEEE Wireless Communications and Networking Conference (WCNC), 2012-04-01 - 2012-04-04, Paris, France.

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Abstract

Wireless cellular communication networks is undergoing a transition from being a simply optional voice communication to becoming a necessity in our everyday lives. In order to ensure uninterrupted high Quality of Experience for subscribers, network operators must ensure 100% reliability of their networks without any discontinuity either for planned maintenance or breakdown. This paper demonstrates self healing capability to the fault recovery process for each cell. It is proposed to compensate cells in failure by neighboring cells optimizing their coverage with antenna reconfiguration and power compensation resulting in filling the coverage gap and improving the QoS for users. The right choice of these reconfigured parameters is determined through a process involving fuzzy logic control and reinforcement learning. Results show an improvement in the network performance for the area under outage as perceived by each user in the system.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Authors :
NameEmailORCID
Saeed, AUNSPECIFIEDUNSPECIFIED
Imran, MAUNSPECIFIEDUNSPECIFIED
Aliu, OGUNSPECIFIEDUNSPECIFIED
Date : 11 June 2012
Identification Number : 10.1109/WCNC.2012.6214334
Contributors :
ContributionNameEmailORCID
http://www.loc.gov/loc.terms/relators/PBLIEEE, UNSPECIFIEDUNSPECIFIED
Depositing User : Symplectic Elements
Date Deposited : 28 Mar 2017 14:09
Last Modified : 31 Oct 2017 14:44
URI: http://epubs.surrey.ac.uk/id/eprint/725973

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