DDPG-based aerial secure data collection
As air-to-ground links tend to exhibit a high probability of being line-of-sight (LoS),
unmanned aerial vehicles (UAVs) are widely used to improve the performance of wireless …
unmanned aerial vehicles (UAVs) are widely used to improve the performance of wireless …
HiMAQ: Hierarchical multi-agent Q-learning-based throughput and fairness improvement for UAV-Aided IoT networks
Recently, various types of Internet of Things (IoT) services have become wide spread, and
new types of IoT devices are emerging. However, the significant number of high-rise …
new types of IoT devices are emerging. However, the significant number of high-rise …
Caching-at-STARS: The next generation edge caching
A simultaneously transmitting and reflecting surface (STARS) enabled edge caching system
is proposed for reducing backhaul traffic and ensuring the quality of service. A novel …
is proposed for reducing backhaul traffic and ensuring the quality of service. A novel …
DRL-Based Resource Allocation and Trajectory Planning for NOMA-Enabled Multi-UAV Collaborative Caching 6 G Network
P Qin, Y Fu, J Zhang, S Geng, J Liu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Aerial platform-based network has been invoked as an appealing assistance for terrestrial
cellular networks. Caching at edge UAVs is an effective emerging solution for relieving the …
cellular networks. Caching at edge UAVs is an effective emerging solution for relieving the …
Safety constrained trajectory optimization for completion time minimization for uav communications
In recent years, unmanned aerial vehicles (UAVs) are considered to be integrated into
wireless communication systems because of their tremendous advantages in mobility, cost …
wireless communication systems because of their tremendous advantages in mobility, cost …
[HTML][HTML] Spectrum-efficient user grouping and resource allocation based on deep reinforcement learning for mmWave massive MIMO-NOMA systems
M Wang, X Liu, F Wang, Y Liu, T Qiu, M Jin - Scientific Reports, 2024 - nature.com
Millimeter-wave (mmWave) massive multiple-input multiple-output non-orthogonal multiple
access (MIMO-NOMA) is proven to be a primary technique for sixth-generation (6G) wireless …
access (MIMO-NOMA) is proven to be a primary technique for sixth-generation (6G) wireless …
Efficient Communications in Multi-Agent Reinforcement Learning for Mobile Applications
The environment observations and learning experiences shared by the cooperative learning
agents accelerate multi-agent reinforcement learning (MARL) with partial observations for …
agents accelerate multi-agent reinforcement learning (MARL) with partial observations for …
Resource management for sum-rate maximization in SCMA-assisted UAV system
This work presents a resource management framework for optimizing the sum-rate in a
sparse code multiple access (SCMA)-assisted UAV downlink system. We formulate two …
sparse code multiple access (SCMA)-assisted UAV downlink system. We formulate two …
A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions
The rapid advances in the Internet of Things (IoT) have promoted a revolution in
communication technology and offered various customer services. Artificial intelligence (AI) …
communication technology and offered various customer services. Artificial intelligence (AI) …
Joint UAV trajectory and communication design with heterogeneous multi-agent reinforcement learning
X Zhou, J Xiong, H Zhao, X Liu, B Ren, X Zhang… - Science China …, 2024 - Springer
Unmanned aerial vehicles (UAVs) are recognized as effective means for delivering
emergency communication services when terrestrial infrastructures are unavailable. This …
emergency communication services when terrestrial infrastructures are unavailable. This …