Anti-Jamming Communication Using Slotted Cross Q Learning
Most of the existing intelligent anti-jamming communication algorithms model sensing, learning, and transmission as a serial process, and ideally assume that the duration of sensing and learning timeslots is very short, almost negligible. However, when the jamming environment changes rapidly, the sensing and learning time can no longer be ignored, and ...
Yingtao Niu +3 more
openaire +2 more sources
Covert Anti-Jamming Communication Based on Gaussian Coded Modulation
In several wireless communication systems, robustness against jammers and covertness against eavesdroppers are required simultaneously. In this paper, we propose a novel covert anti-jamming communication system.
Haeung Choi, Sangjun Park, Heung-No Lee
doaj +2 more sources
In order to solve the problem of intelligent anti-jamming decision-making in battlefield communication, this paper designs an intelligent decision-making method for communication anti-jamming based on deep reinforcement learning.
Bailin Song, Hua Xu, Lei Jiang, Ning Rao
doaj +2 more sources
Analysis of Anti-Jamming Performance of HF Access Network Based on Asymmetric Frequency Hopping [PDF]
The primary focus of this paper lies in addressing the inadequate anti-dynamic jamming capability of the link layer within high-frequency (HF) access networks.
Ruijie Duan, Liang Jin, Xiaofei Lan
doaj +2 more sources
Anti-Jamming RIS Communications Using DQN-Based Algorithm
Wireless sensor networks (WSNs) are widely applied in battlefield surveillance, where the data collection (e.g. target tracking or contention zone observation) employed by local sensor nodes needs to send to military bases for tactical decisions. Since data transmissions are susceptible to malicious attacks, jammers of adversaries can successfully ...
Pham Duy Thanh +2 more
openaire +3 more sources
Intelligent anti-jamming decision algorithm for wireless communication under limited channel state information conditions [PDF]
Deep reinforcement learning has been widely applied to solve the anti-jamming problems in wireless communications, achieving good results. However, most research assumes that the communication system can obtain complete Channel State Information (CSI ...
Feng Zhang +3 more
europepmc +3 more sources
Interference-Aware Cooperative Anti-Jamming Distributed Channel Selection in UAV Communication Networks [PDF]
This paper investigates the cooperative anti-jamming distributed channel selection problem in UAV communication networks. Considering the existence of malicious jamming and co-channel interference, we design an interference-aware cooperative anti-jamming
Yifan Xu +5 more
openalex +3 more sources
A Federated Hierarchical DQN-Based Distributed Intelligent Anti-Jamming Method for UAVs [PDF]
In recent years, with the rapid development of intelligent communication technologies, anti-jamming techniques based on deep learning have been widely adopted in unmanned aerial vehicle (UAV) systems, yielding significant improvements.
Dadong Ni +5 more
doaj +2 more sources
Blind source separation communication anti-jamming technology and practice
Aiming at the threat of broad frequency band suppressing jamming and the inherent contradiction between spectrum resources and communication anti-jamming ability, a method was proposed to add the statistics domain dimension on the basis of spread spectrum anti-jamming, which promoted the transformation of communication anti-jamming from hard anti ...
Fuqiang YAO +3 more
doaj +4 more sources
Multi-Parameter Control Anti-Jamming Algorithm for Wireless Communication Systems Based on Linear–Quadratic Regulator [PDF]
In response to the challenge of existing wireless communication anti-jamming methods in effectively handling unknown jamming, this paper proposes a multi-parameter control anti-jamming algorithm for wireless communication systems based on the Linear ...
Hang Yao +4 more
openalex +3 more sources

