Reinforcement learning-based multiband sensing policy for cognitive radios.
Jan OksanenJarmo LundénVisa KoivunenPublished in: CIP (2010)
Keyphrases
- multi band
- reinforcement learning
- optimal policy
- policy search
- multispectral
- action selection
- cognitive radio
- reward function
- markov decision processes
- automatic target detection
- policy gradient
- function approximators
- frequency band
- hyperspectral
- patch antenna
- state space
- finite state
- spatial frequency
- machine learning
- remote sensing
- computer vision