Throughput Maximization for Ambient Backscatter Communication: A Reinforcement Learning Approach.
Xiaokang WenSuzhi BiXiaohui LinLina YuanJuan WangPublished in: CoRR (2019)
Keyphrases
- reinforcement learning
- response time
- communication overhead
- state space
- objective function
- cross section
- ambient intelligence
- multi agent
- communication protocol
- information sharing
- computer networks
- communication systems
- function approximation
- learning algorithm
- division multiple access
- temporal difference
- communication channels
- communication cost
- communication networks
- supervised learning
- sensor networks
- information exchange
- markov decision processes
- model free
- wireless networks
- reward function
- reinforcement learning algorithms
- optimal policy
- channel capacity
- wireless communication systems
- learning process