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
doaj +2 more sources
Integrated Sensing and Communication for Anti-Jamming with OAM [PDF]
The spectrum share and open nature of wireless channels enable integrated sensing and communication (ISAC) susceptible to hostile jamming attacks. Due to the intrinsic orthogonality and rich azimuth angle information of orbital angular momentum (OAM ...
Cheng, Wenchi+3 more
core +2 more sources
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
doaj +2 more sources
Intelligent anti-jamming communication technology with electromagnetic spectrum feature cognition. [PDF]
Zhao H, Zhao G, Wang X, Zhang Z, Xun X.
europepmc +2 more sources
Pattern-Aware Intelligent Anti-Jamming Communication: A Sequential Deep Reinforcement Learning Approach [PDF]
This paper investigates the problem of anti-jamming communication in dynamic and intelligent jamming environment. A sequential deep reinforcement learning algorithm (SDRLA) without prior information is proposed, and raw spectrum information is used as ...
Songyi Liu+7 more
doaj +2 more sources
Intelligent anti-jamming decision algorithm for wireless communication under limited channel state information conditions. [PDF]
Zhang F, Niu Y, Zhou Q, Chen Q.
europepmc +3 more sources
Methods based on convolutional neural networks (CNNs) have become a vital offshoot for hyperspectral image (HSI) classification. In recent years, the 3-D CNN (3-DCNN) has become dominant due to its excellent capability of extracting features.
Yaxiu Sun+4 more
doaj +1 more source
An Improved Anti-Jamming Method Based on Deep Reinforcement Learning and Feature Engineering
To improve the performance of anti-jamming communication in dynamic and adversarial jamming environment, an improved anti-jamming method is proposed based on deep reinforcement learning and feature engineering.
Xin Chang+4 more
doaj +1 more source
Wireless communications “N + 1 dimensionality” endogenous anti-jamming: theory and techniques
The existing theory and techniques of wireless communication anti-jamming have reached their performance limit recently. With this focus, by leveraging the inherent characteristics of wireless communication and referring to the principle of cyberspace ...
Yao Fuqiang+3 more
doaj +1 more source
A cross‐layer anti‐jamming method in satellite Internet
In view of the diverse jamming environment, the single‐level anti‐jamming method faces some challenges such as poor timeliness, high cost and poor effect.
Peijie Yan+3 more
doaj +1 more source