Intelligent spectrum sensing and access with partial observation based on hierarchical multi-agent deep reinforcement learning
Dynamic spectrum access (DSA) has been regarded as a viable solution to the spectrum
shortage problem. To find idle spectrum, partial spectrum sensing could be employed by …
shortage problem. To find idle spectrum, partial spectrum sensing could be employed by …
Partially Cooperative RL for Hybrid Action CRNs With Imperfect CSI
Cognitive radio networks (CRNs) mitigate spectrum scarcity by leveraging the holes in the
licensed spectrum to enable internet of things (IoT) devices to opportunistically access the …
licensed spectrum to enable internet of things (IoT) devices to opportunistically access the …
Optimal relay probing for UAV millimeter wave communications with beam training overhead
Z Song, J An, H Ding, H Dai - IEEE Transactions on Vehicular …, 2023 - ieeexplore.ieee.org
Blockage in millimeter wave (mmWave) channels can severely degrade the efficiency of air-
to-ground (A2G) communications between unmanned aerial vehicles (UAVs) and base …
to-ground (A2G) communications between unmanned aerial vehicles (UAVs) and base …
Intelligent Spectrum Sensing of Consumer IoT Based on GAN-GRU-YOLO
In the swift evolution of 5G cellular communication technology and Internet of Things (IoT),
the consumer electronics market is booming. Consumer IoT has become an emerging …
the consumer electronics market is booming. Consumer IoT has become an emerging …
Cooperative Spectrum Sensing Approach in C-V2X based on Multi-Agent Reinforcement Learning
P Li, XL Huang - 2023 17th International Conference on …, 2023 - ieeexplore.ieee.org
In cellular vehicle-to-everything (C-V2X) Mode 4, the autonomous mode is based on
spectrum sensing for vehicles selecting spectrum resources, however, the spectrum sensing …
spectrum sensing for vehicles selecting spectrum resources, however, the spectrum sensing …
Demand-Oriented Fog-RAN Slicing With Self-Adaptation via Deep Reinforcement Learning
As one of the key technologies for the 6G system, network slicing can enable the concurrent
provisioning of heterogeneous quality of services (QoS) on various types of services under …
provisioning of heterogeneous quality of services (QoS) on various types of services under …
Joint optimization of sampling point and sensing threshold for spectrum sensing
Y Li, W Ouyang, J Miao, J Mu, X Jing - IET Communications, 2024 - Wiley Online Library
With the continuous evolution and in‐depth integration between wireless communication
and emerging technology such as internet of things (IoT), artificial intelligence (AI) etc …
and emerging technology such as internet of things (IoT), artificial intelligence (AI) etc …