Belief Propagation Decoding of Short Graph-Based Channel Codes via Reinforcement Learning

Keyphrases

• 5G Cellular Communication 14%
• Belief Propagation 14%
• Belief Propagation Decoding 100%
• Cellular Communication Systems 14%
• Channel Coding 100%
• Check Node 71%
• Clustering Approach 14%
• Decoder 14%
• Decoding Complexity 14%
• Decoding Performance 42%
• Error-correcting 14%
• Graph-based 100%
• Hamming Code 14%
• Learning Complexity 14%
• Learning Scheme 14%
• Learning Steps 14%
• Learning-based 14%
• Low-density Parity-check Codes 85%
• Markov Decision Process 28%
• Node Clustering 14%
• Node Scheduling 28%
• Reinforcement Learning 100%
• Scheduling Policy 42%
• Scheduling Scheme 14%
• Sequential Decoding 14%
• Sparse Graphs 14%
• State Space 14%
• Tanner Graph 28%
• Variable Node 14%

Engineering

• Belief Propagation 100%
• Channel Code 100%
• Check Node 57%
• Communication System 14%
• Decoding Complexity 14%
• Decoding Performance 42%
• Hamming Code 14%
• Learning Scheme 14%
• Markov Decision Process 28%
• Nodes 28%
• Parity Check Code 42%
• Reinforcement Learning 100%
• Scheduling Policy 42%
• Sequential Decoding 14%
• Tanner Graph 28%

Computer Science

• Belief Propagation 100%
• Cellular Communication 14%
• clustering approach 14%
• Decoding Complexity 14%
• Decoding Performance 42%
• Learning Complexity 14%
• Learning Scheme 14%
• low-density parity-check code 42%
• Markov Decision Process 28%
• Reinforcement Learning 100%
• Scheduling Policy 42%
• Scheduling Scheme 14%
• State Space 14%
• Tanner Graph 28%