Reinforcement Learning for Channel and Radio Allocations to Wireless Backhaul Links.
Juliana LimanLi-Hsing YenPublished in: APNOMS (2022)
Keyphrases
- wireless communication
- reinforcement learning
- physical layer
- wireless systems
- wireless channels
- multiple access
- received signal strength
- wireless communication systems
- wireless networks
- wifi
- cellular networks
- cognitive radio
- ofdm system
- spectrum sensing
- fading channels
- function approximation
- optimal policy
- state space
- resource allocation
- mimo ofdm
- markov decision processes
- orthogonal frequency division multiplexing
- communication networks
- mobile communication
- model free
- signal strength
- learning algorithm
- computer simulation
- wireless sensor networks
- communication systems
- mobile devices
- application layer
- channel coding
- data gathering
- access points
- multi agent
- localization algorithm
- network layer
- multi hop
- communication technologies
- multi channel
- action selection
- end to end
- mobile phone
- base station
- data transmission
- mobile networks
- reinforcement learning algorithms