Optimized Shallow Neural Networks for Sum-Rate Maximization in Energy Harvesting Downlink Multiuser NOMA Systems

Keyphrases

• Sum-rate Maximization 100%
• Energy Harvesting 100%
• Non-orthogonal multiple Access 100%
• Downlink multiuser 100%
• Shallow Neural Network 100%
• Neural Network Structure 66%
• Transmitter 33%
• Allocation Problem 33%
• Power Allocation 33%
• Allocation Policy 33%
• Structure Optimization 33%
• Learning Process 33%
• Optimal Actions 33%
• Deep Learning 33%
• Computational Resources 33%
• Reinforcement Learning Algorithm 33%
• Harsh Environment 33%
• Learning Approaches 33%
• Learning Agents 33%
• Deep Neural Network 33%
• Single Hidden Layer 33%
• Randomly Occurring 33%
• Arbitrary Factor 33%
• Highly Reliable 33%
• Optimal Power Allocation 33%
• Action Value Function 33%
• Power Allocation Algorithm 33%

Computer Science

• Neural Network 100%
• sum rate 100%
• Neural Network Architecture 100%
• Learning Approach 100%
• Power Allocation 100%
• Non-Orthogonal Multiple Access 100%
• Experimental Result 50%
• Allocation Problem 50%
• Learning Process 50%
• Reinforcement Learning 50%
• Harsh Environment 50%
• Allocation Policy 50%
• Computational Resource 50%
• Optimal Power Allocation 50%
• Optimal Action 50%
• Deep Neural Network 50%
• Learning Agent 50%
• Deep Learning Method 50%
• Proof 50%