A Memory-Based Reinforcement Learning Approach to Integrated Sensing and Communication

Keyphrases

• State Space 100%
• Memory-based 100%
• Reinforcement Learning Approach 100%
• Integrated Sensing 100%
• Integrated Communication 100%
• Channels with Memory 50%
• Communication Performance 50%
• Sensing Performance 50%
• Integrated Communications Systems 50%
• Integrated Sensing System 50%
• Numerical Results 25%
• Transmitter 25%
• Memoryless 25%
• Performance Improvement 25%
• Communication Difficulties 25%
• Online Fashion 25%
• Reinforcement Learning Model 25%
• Complicated Task 25%
• Reduced State 25%
• Signalling Strategy 25%
• Degenerate States 25%
• Deep Reinforcement Learning (deep RL) 25%
• Reinforcement Learning Problems 25%
• Good Communication 25%
• Transmit Waveform 25%
• Directed Information 25%
• Deep Deterministic Policy Gradient Algorithm 25%
• Backscattered Signal 25%

Engineering

• Reinforcement Learning 100%
• Learning Approach 100%
• Communication System 50%
• Performance Improvement 25%
• Extreme Case 25%
• Sensing Performance 25%

Computer Science

• Backscattered Signal 33%