Impact of CSI feedback strategies on LTE downlink and reinforcement learning solutions for optimal allocation

Mathematics

• Channel State Information 100%
• Reinforcement Learning 76%
• Optimal Allocation 66%
• Strategy 36%
• Uplink 27%
• Resources 20%
• Handheld Devices 15%
• Community 14%
• Network Evolution 12%
• Quality of Service 11%
• Necessary 9%
• Resource Allocation 9%
• Learning Algorithm 8%
• Balancing 8%
• Bandwidth 7%
• Trade-offs 7%
• Assign 7%
• Scenarios 6%
• Valid 5%
• Costs 5%
• Performance 4%
• Standards 4%
• Model 2%

Engineering & Materials Science

• Long Term Evolution (LTE) 58%
• Channel state information 53%
• Reinforcement learning 51%
• Feedback 32%
• Base stations 25%
• Resource allocation 6%
• Learning algorithms 6%
• Quality of service 5%
• Bandwidth 4%
• Costs 2%