Reinforcement learning based adaptive handover in ultra-dense cellular networks with small cells

Keyphrases

• Handover 100%
• Learning-based 100%
• Triggering Mechanism 100%
• Ultra-dense Network 100%
• Reinforcement Learning 100%
• Small Cell 100%
• Handover Rate 66%
• Optimal Policy 33%
• Learning Framework 33%
• Noise Transmission 33%
• Ping-pong Handover 33%
• Handover Management 33%
• Small Base Station 33%
• Dense Deployment 33%
• Reference Signal 33%
• User Demand 33%
• Handover Triggering 33%
• Q-learning 33%
• Power Signal 33%
• Mechanism Efficiency 33%
• Radio 33%
• Transmission Range 33%
• Mobility Management 33%
• Fifth Generation 33%
• High-speed Transmission 33%
• Noise Ratio 33%
• Received Power 33%
• Mobility Robustness 33%
• Ratio Distance 33%
• Failure Ratio 33%

Engineering

• Reinforcement Learning 100%
• Handover 100%
• Cellular Network 100%
• Simulation Result 16%
• Acceptable Level 16%
• Q-Learning 16%
• Optimal Policy 16%
• Transmissions 16%
• Basestation 16%
• Handover Process 16%
• Noise Ratio 16%
• Reference Signal 16%
• Signal Power 16%
• High Data Rate 16%
• Distance Transmission 16%