Dynamic spectrum anti-jamming communications: Challenges and opportunities
Due to the openness of the transmission medium, it is necessary for radio systems to have
anti-jamming abilities. Traditional anti-jamming methods such as sequence-based …
anti-jamming abilities. Traditional anti-jamming methods such as sequence-based …
Deep reinforcement learning for throughput improvement of the uplink grant-free NOMA system
Facing the dramatic increase of mobile devices and the scarcity of spectrum resources, grant-
free nonorthogonal multiple access (NOMA) emerges as an enabling technology for …
free nonorthogonal multiple access (NOMA) emerges as an enabling technology for …
Transmit power pool design for grant-free NOMA-IoT networks via deep reinforcement learning
Grant-free non-orthogonal multiple access (GF-NOMA) is a potential multiple access
framework for short-packet internet-of-things (IoT) networks to enhance connectivity …
framework for short-packet internet-of-things (IoT) networks to enhance connectivity …
Task-driven relay assignment in distributed UAV communication networks
In this paper, we study the distributed relay assignment problem in multi-channel multi-radio
unmanned aerial vehicle (UAV) communication networks. Multi-UAVs are driven by the …
unmanned aerial vehicle (UAV) communication networks. Multi-UAVs are driven by the …
Cooperative relative localization for UAV swarm in GNSS-denied environment: A coalition formation game approach
L Ruan, G Li, W Dai, S Tian, G Fan… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV) swarms require accurate relative localization to safeguard
flight missions in the global navigation satellite system-denied environment due to a lack of …
flight missions in the global navigation satellite system-denied environment due to a lack of …
Learning paradigms for communication and computing technologies in IoT systems
Wireless communication and computation technologies are becoming increasingly complex
and dynamic due to the sophisticated and ubiquitous Internet of things (IoT) applications …
and dynamic due to the sophisticated and ubiquitous Internet of things (IoT) applications …
Interference-aware online distributed channel selection for multicluster FANET: A potential game approach
The deployment of large-scale UAV clusters for cluster advantages will lead to high
competition and excessive congestion of spectrum resources, which results in mutual …
competition and excessive congestion of spectrum resources, which results in mutual …
A game-theoretic learning approach for anti-jamming dynamic spectrum access in dense wireless networks
In this paper, we investigate the anti-jamming channel selection problem for interference
mitigation (IM) based dense wireless networks in dynamic environment, in which the active …
mitigation (IM) based dense wireless networks in dynamic environment, in which the active …
Convert harm into benefit: A coordination-learning based dynamic spectrum anti-jamming approach
This paper mainly investigates the multi-user anti-jamming spectrum access problem. Using
the idea of “converting harm into benefit,” the malicious jamming signals projected by the …
the idea of “converting harm into benefit,” the malicious jamming signals projected by the …
Power control in relay-assisted anti-jamming systems: A Bayesian three-layer Stackelberg game approach
Z Feng, G Ren, J Chen, X Zhang, Y Luo, M Wang… - IEEE …, 2019 - ieeexplore.ieee.org
This paper investigates the multi-user power control problem in relay-assisted anti-jamming
systems. Because of the hierarchical confrontation characteristics between users and …
systems. Because of the hierarchical confrontation characteristics between users and …