Deep Reinforcement Learning for Time Allocation and Directional Transmission in Joint Radar-Communication.
Joash LeeYanyu ChengDusit NiyatoYong Liang GuanG. David GonzalezPublished in: WCNC (2022)
Keyphrases
- reinforcement learning
- division multiple access
- low bandwidth
- function approximation
- high data rate
- machine learning
- multimedia communication
- resource allocation
- signal processing
- communication networks
- dynamic allocation
- multi agent
- physical layer
- base station
- radar images
- optimal allocation
- communication protocol
- communication systems
- communication cost
- markov decision processes
- learning process
- state space
- wireless networks
- directional features
- learning algorithm
- multiscale
- radar data
- limited bandwidth
- wireless link
- neural network
- communication protocols
- wireless communication
- temporal difference
- data transmission