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Fast Reinforcement Learning for Anti-jamming Communications
This letter presents a fast reinforcement learning algorithm for anti-jamming communications which chooses previous action with probability $ $ and applies $ $-greedy with probability $(1- )$. A dynamic threshold based on the average value of previous several actions is designed and probability $ $ is formulated as a Gaussian-like function to guide
Ye, Pei-Gen+3 more
openaire +2 more sources
What attention is. The priority structure account
Attention is what organizes current information to make it more useful for the organism. We can identify it by four features. Attention, in this way, helps a cognitive system to integrate its informational state with its current motivational state.
Sebastian Watzl
wiley +1 more source
Research Prospect of Anti-Jamming Strategy for the Satellite Internet
As an important infrastructure of the national information system, the satellite internet is of great signifi cance to the national security.Thus, it needs to ensure the validity and reliability of the data transmission in the hostile jamming environment.
Chen HAN, Aijun LIU, Kang AN
doaj +2 more sources
Distributed massive UAV jamming optimization algorithm with artificial bee colony
Abstract With the massive application of unmanned aerial vehicles (UAVs) in disaster relief, fire protection, security and other fields, jamming countermeasures to UAVs in airports and competition venues have become the core link of security in high‐level matches and important places. The existing jamming sources are mainly single point jamming. Due to
Peilin Chen, Haobo Li, Lejing Ma
wiley +1 more source
Exploring UAV's multi-domain joint anti-jamming intelligent decision algorithm
To understand the complex communication environment of a UAV in battlefield, its unknown channel statistics information and poor intelligent jamming and anti-jamming capability, the multi-domain anti-jamming problem is studied, and a multi-domain joint ...
doaj +1 more source
Distributed wireless network resource optimisation method based on mobile edge computing
This paper mainly compares the network ranking leader, consumption amount and network signal reception of the three algorithms. The study found that in terms of network sort captain, there are significant differences between the CPLEX algorithm, the CCST algorithm, and edge computing methods. The CCST algorithm and edge computing have little difference
Jiongting Jiang+4 more
wiley +1 more source
Learning-Based Multi-Domain Anti-Jamming Communication with Unknown Information
Due to the open nature of the wireless channel, wireless networks are vulnerable to jamming attacks. In this paper, we try to solve the anti-jamming problem caused by smart jammers, which can adaptively adjust the jamming channel and the jamming power ...
Yongcheng Li, Jinchi Wang, Zhenzhen Gao
semanticscholar +1 more source
This paper mainly investigates the multi-user coordinated anti-jamming problem in clustering communication networks. In such kinds of networks, there exist multiple clusters and multiple users who communicate with their receivers simultaneously. Besides,
Yifan Xu+6 more
doaj +1 more source
SATCOM Earth Station Arrays Anti-Jamming Based on MVDR Algorithm
In modern life, a large amount of information is transmitted through satellites. The anti-jamming ability of satellite communication earth stations is the basis for ensuring the smooth flow of information.
Yanpeng Xi, Jian Liu, Wenhao Zhao
doaj +1 more source
Jamming-resilient algorithm for underwater cognitive acoustic networks
Due to the limit spectrum resource in the underwater acoustic networks, underwater cognitive acoustic communication is a promising technique. The channel sharing mechanism in cognitive networks can improve the communication capacity efficiently.
Zixiang Wang+4 more
doaj +1 more source