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Deep Reinforcement Learning For UAV NavigationThrough Massive MIMO Technique PDF

6 Pages·2020·English
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by ['Ying Si']| 2020| 6 pages| English

About Deep Reinforcement Learning For UAV NavigationThrough Massive MIMO Technique

This document discusses using deep reinforcement learning and massive MIMO techniques for UAV navigation. It notes that current UAV navigation schemes cannot capture motion in real-time or select optimal links. The authors propose using a deep Q-network to optimize UAV navigation by selecting policies to navigate UAVs via signal strengths. Simulation results show this approach provides better coverage and convergence than other schemes.

Detailed Information

Author:['Ying Si']
Publication Year:2020
Pages:6
Language:English
Format:PDF
Price:FREE
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