Browsing by Author "Bernardo Álvarez, Francisco"
Now showing items 1-7 of 7
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A novel framework for dynamic spectrum management in multiCell OFDMA networks based on reinforcement learning
(2010)
Conference report
Open AccessIn this work the feasibility of Reinforcement Learning (RL) for Dynamic Spectrum Management (DSM) in the context of next generation multicell Orthogonal Frequency Division Multiple Access (OFDMA) networks is studied. ... -
A self-organized spectrum assignment strategy in next generation OFDMA networks providing secondary spectrum access
(2009)
Conference report
Open AccessThis paper proposes a Self-organized Spectrum Assignment strategy in the context of next generation multicell Orthogonal Frequency Division Multiple Access networks. The proposed strategy is able to dynamically find ... -
An application of reinforcement learning for efficient spectrum usage in next-generation mobile cellular networks
(2010-07)
Article
Open AccessThis paper proposes reinforcement learning as a foundational stone of a framework for efficient spectrum usage in the context of nextgeneration mobile cellular networks. The objective of the framework is to efficiently use ... -
Contribution to Dynamic Spectrum Assignment in multicell OFDMA networks
(Universitat Politècnica de Catalunya, 2010-06-01)
Doctoral thesis
Open AccessLa próxima cuarta generación (4G) de redes de comunicaciones móviles celulares considera una interfaz radio basada en OFDMA (Orthogonal Frequency Division Multiple Access). Esta tecnología ofrece robustez a la propagación ... -
Distributed spectrum management based on reinforcement learning
(2009)
Conference report
Open AccessThis paper presents a novel distributed framework to decide the spectrum assignment in a primary cellular radio access network. The distributed nature of the framework allows each cell to autonomously decide (by means ... -
Real-time HSPA emulator for end-to-edge QoS evaluation in all-IP beyond 3G heterogeneous wireless networks
(ICST, 2008)
Conference lecture
Open AccessThis paper is aimed at presenting the real-time High Speed Packet Access (HSPA) emulator that has been developed in the framework of the AROMA project. Real-time emula- tors allow reproducing realistic scenarios to test ... -
Temporal and spatial spectrum assignment in next generation OFDMA networks through reinforcement learning
(2009)
Conference report
Open AccessThis paper proposes a Dynamic Spectrum Assignment strategy in the context of next generation multicell Orthogonal Frequency Division Multiple Access networks. The proposed strategy is able to dynamically find spectrum ...
