Analysis and implementation of reinforcement learning on a GNU Radio cognitive radio platform

Ren, Yu and Dmochowski, Pawel and Komisarczuk, Peter (2010) Analysis and implementation of reinforcement learning on a GNU Radio cognitive radio platform. In: 5th International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications.

[thumbnail of 10864.pdf] PDF
10864.pdf

Download (245kB)

Abstract

We present a physical cognitive radio system implementation under the GNU Radio platform with the aim of evaluating a reinforcement learning spectrum management scheme. In our experiments we examine the packet transmission success rate of the cognitive user for a variety of channel utilisation param

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 08:58
Last Modified: 18 Apr 2026 03:20
URI: http://eprints.eai.eu/id/eprint/2618

Actions (login required)

View Item
View Item