UAV Cooperative Anti-Jamming Systems: Architectures, Algorithms, and Metrics
Multi-UAV anti-jamming systems let a swarm share electromagnetic awareness and jointly dodge interfe…
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Reinforcement Learning
8 articles
About this topic
8 articles about Reinforcement Learning, covering Knowledge Base, Drone Jammers, GPS Jammers. Latest: UAV Cooperative Anti-Jamming Systems: Architectures, Al…
Distributed Multi-Agent Deep Reinforcement Learning for Anti-Jamming: How MARL Secures LEO Satellites, UAVs, and Radios
Distributed multi-agent deep reinforcement learning turns satellites, drones, and radios into cooper…
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LLM Anti-Jamming Wireless Communications: RL, DRL and Beamforming Approaches
LLM anti-jamming wireless communications combine reinforcement learning, deep RL decision algorithms…
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Deep Reinforcement Learning for Satellite Anti-Jamming: Methods and Results
Deep reinforcement learning lets satellites learn spectrum, time slot, and power decisions that dodg…
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Multi-Agent Reinforcement Learning for Anti-Jamming in LEO Satellite Networks
LEO mega-constellations face predictable orbital geometry, malicious jamming, and co-channel interfe…
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Max-Min Resource Allocation for Anti-Jamming: Fairness Under Jamming
Max-min resource allocation for anti-jamming keeps the weakest link alive by equalizing throughput a…
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Anti-Jamming Game Theory Resource Allocation: Models, Methods and Use Cases
Anti-jamming game theory resource allocation treats legitimate users and jammers as strategic player…
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Intelligent Anti-Jamming Communication Technology: Algorithms, Metrics, and GNSS Defense
Intelligent anti-jamming communication technology pairs deep neural networks with deep reinforcement…
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