Transfer Learning for QoS Aware Topology Management in Energy Efficient 5G Cognitive Radio Networks

Zhao, Qiyang and Grace, David (2014) Transfer Learning for QoS Aware Topology Management in Energy Efficient 5G Cognitive Radio Networks. In: 1st International Conference on 5G for Ubiquitous Connectivity.

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Abstract

In this paper, we investigate the use of a transfer learning approach applied to a topology management framework in a 5G heterogeneous aerial-terrestrial broadband access network, to reduce energy consumption and deployment cost, and improve system capacity and QoS. We implement a cognitive engine a

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 10:23
Last Modified: 17 Apr 2026 19:22
URI: http://eprints.eai.eu/id/eprint/12391

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