Autonomous Non-Terrestrial Base Station Deployment for Non-Terrestrial Networks: A Reinforcement Learning Approach

Keyphrases

• Base Station Deployment 100%
• Reinforcement Learning Approach 100%
• Terrestrial Base Station 100%
• Non-terrestrial Networks 100%
• Non-terrestrial 100%
• Dynamic Environment 16%
• Learning Scheme 16%
• Non-stationary Environments 16%
• Excellent Performance 8%
• Machine Learning 8%
• Moving Trajectory 8%
• 3rd Generation Partnership Project (3GPP) 8%
• Reinforcement Learning 8%
• Spaceborne 8%
• Coverage Optimization 8%
• Computing Capabilities 8%
• Recent Innovation 8%
• Deep Reinforcement Learning (deep RL) 8%
• Dynamic Deployment 8%
• Probability of Presence 8%
• Multiple Spaces 8%
• Terrestrial Networks 8%

Computer Science

• Learning Approach 100%
• Reinforcement Learning 100%
• Deployment Base Station 100%
• Terrestrial Network 100%
• Learning Scheme 33%
• Outstanding Performance 33%
• Deep Reinforcement Learning 33%
• Machine Learning Scheme 33%