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Research on environment perception and behavior prediction of intelligent UAV based on semantic communication

arXiv – CS AI|Kechong Ren, Li Gao, Qi Guan|March 27, 2026 at 04:00 AM

🤖AI Summary

Researchers propose a new system combining AI-powered drones, semantic communication, and blockchain for virtual world delivery services. The system uses reinforcement learning for autonomous drone adaptation and blockchain for secure authentication, achieving 35% improvement in adaptation performance and 90% local offloading rates.

Key Takeaways

→Reinforcement learning enables drones to autonomously adapt to virtual scenarios with 35% improved adaptation performance.
→Semantic communication framework reduces communication costs by extracting key information for metaverse services.
→Blockchain technology provides lightweight authentication and key agreement between drones and users.
→The system achieves 90% local offloading rates with increased base station deployment.
→Integration of AI, blockchain, and semantic communication creates a comprehensive solution for virtual world logistics.

#drone-delivery #uav #semantic-communication #blockchain-authentication #reinforcement-learning #metaverse #logistics #edge-computing #virtual-worlds

Read Original →via arXiv – CS AI

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