Distributed-Training-and-Execution Multi-Agent Reinforcement Learning for Power Control in HetNet

Trajectory Design and Power Control for Joint Radar and Communication Enabled Multi-UAV Cooperative Detection Systems

(2022) Tao Zhang et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

A Proactive Eavesdropping Game in MIMO Systems Based on Multiagent Deep Reinforcement Learning

(2022) Delin Guo et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Unfolding WMMSE Using Graph Neural Networks for Efficient Power Allocation

(2021) Arindam Chowdhury et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Deep Reinforcement Learning for Distributed Dynamic MISO Downlink-Beamforming Coordination

(2020) Jungang Ge et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Deep Reinforcement Learning for Multi-Agent Power Control in Heterogeneous Networks

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

Deep Reinforcement Learning Based Resource Allocation for V2V Communications

(2019) Hao Ye et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Spectrum Sharing in Vehicular Networks Based on Multi-Agent Reinforcement Learning

(2019) Le Liang et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks

(2019) Yasar Sinan Nasir et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Towards Optimal Power Control via Ensembling Deep Neural Networks

(2019) Fei Liang et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Fractional Programming for Communication Systems—Part I: Power Control and Beamforming

(2018) Kaiming Shen et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Learning to Optimize: Training Deep Neural Networks for Interference Management

(2018) Haoran Sun et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Next Generation 5G Wireless Networks: A Comprehensive Survey

(2016) Mamta Agiwal et al.   IEEE Communications Surveys and Tutorials

Advanced spectrum sharing in 5G cognitive heterogeneous networks

(2016) Chungang Yang et al.   IEEE WIRELESS COMMUNICATIONS

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

A Survey of 5G Network: Architecture and Emerging Technologies

(2015) A. Gupta et al.   IEEE Access

Joint Resource Partitioning and Offloading in Heterogeneous Cellular Networks

(2014) Sarabjot Singh et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Does Frequent Low Resolution Feedback Outperform Infrequent High Resolution Feedback for Multiple Antenna Beamforming Systems?

(2011) Taejoon Kim et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

An Iteratively Weighted MMSE Approach to Distributed Sum-Utility Maximization for a MIMO Interfering Broadcast Channel

(2011) Qingjiang Shi et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Dynamic Spectrum Management: Complexity and Duality

(2008) Zhi-Quan Luo et al.   IEEE Journal of Selected Topics in Signal Processing