A Graph Convolutional Network-Based Deep Reinforcement Learning Approach for Resource Allocation in a Cognitive Radio Network

Power Control Based on Deep Reinforcement Learning for Spectrum Sharing

(2020) Haijun Zhang et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Energy-Efficient Resource Allocation in Cognitive Radio Networks Under Cooperative Multi-Agent Model-Free Reinforcement Learning Schemes

(2020) Amandeep Kaur et al.   IEEE Transactions on Network and Service Management

A Comprehensive Survey on Graph Neural Networks

(2020) Zonghan Wu et al.   IEEE Transactions on Neural Networks and Learning Systems

Deep Learning on Graphs: A Survey

(2020) Ziwei Zhang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Spatial Deep Learning for Wireless Scheduling

(2019) Wei Cui et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Intelligent Cognitive Radio in 5G: AI-Based Hierarchical Cognitive Cellular Networks

(2019) Dan Wang et al.   IEEE WIRELESS COMMUNICATIONS

Cognitive Multi-Cell Visible Light Communication With Hybrid Underlay/Overlay Resource Allocation

(2018) Helin Yang et al.   IEEE PHOTONICS TECHNOLOGY LETTERS

Fair Optimal Resource Allocation in Cognitive Radio Networks With Co-channel Interference Mitigation

(2018) Woping Xu et al.   IEEE Access

Resource Allocation for Underlay Cognitive Radio Networks: A Survey

(2017) Manal El Tanab et al.   IEEE Communications Surveys and Tutorials

Machine Learning Paradigms for Next-Generation Wireless Networks

(2017) Chunxiao Jiang et al.   IEEE WIRELESS COMMUNICATIONS

Recent advances on artificial intelligence and learning techniques in cognitive radio networks

(2015) Nadine Abbas et al.   EURASIP Journal on Wireless Communications and Networking

Energy-Efficient Resource Assignment and Power Allocation in Heterogeneous Cloud Radio Access Networks

(2015) Mugen Peng et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Energy-Efficient Resource Allocation for OFDM-Based Cognitive Radio Networks

(2013) Shaowei Wang et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Resource Allocation for Interweave and Underlay CRs Under Probability-of-Interference Constraints

(2012) Antonio G. Marques et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

A Survey of Artificial Intelligence for Cognitive Radios

(2010) An He et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY