Abstract: A message passing (MP) algorithm for resource allocation (RA) in an Orthogonal Frequency Division Multiple Access (OFDMA) based spectrum sharing ...
PDF | A message passing (MP) algorithm for resource allocation (RA) in an Orthogonal Frequency Division Multiple Access (OFDMA) based spectrum sharing.
Abstract—A message passing (MP) algorithm for resource allocation (RA) in an Orthogonal Frequency Division Multiple. Access (OFDMA) based spectrum sharing ...
Oct 7, 2010 · We propose a message-passing paradigm for resource allocation problems. This serves to connect ideas from the message-passing literature, ...
Missing: underlay cognitive
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A damped three dimensional (D3D) message-passing algorithm (MPA) based on deep learning is proposed and an analogous back propagation algorithm is developed ...
A resource allocation framework is presented for spectrum underlay in cognitive wireless networks. We consider both interference constraints for primary ...
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This work mainly studies an uplink underlay Dynamic Spectrum Access (DSA) optimization problem that utilizes the Deep Reinforcement Learning (DRL) algorithm ...
Dec 18, 2019 · In [29], a damped three dimensional (D3D) message-passing algorithm (MPA) based on deep learning for resource allocation in cognitive radio.
Jul 29, 2016 · In this paper, a comprehensive study on the prevalent techniques developed for addressing RA problems in CRN is carried out.
In this paper, we study the resource allocation for LDS-OFDM as the multiple access model in cognitive radio networks. In our scheme, SUs are allocated to ...