Optimal Resource Allocation for GAA Users in Spectrum Access System Using Q-Learning Algorithm.
Waseem AbbassRiaz HussainJaroslav FrndaIrfan Latif KhanMuhammad Awais JavedShahzad Ali MalikPublished in: IEEE Access (2022)
Keyphrases
- learning algorithm
- multiple users
- optimal resource allocation
- information access
- resource allocation
- disseminate information
- easily accessible
- web interface
- user requests
- end users
- website
- user access
- training data
- user experience
- machine learning
- back propagation
- novice users
- transparent access
- user model
- smart phones
- internet services
- personalized services
- machine learning algorithms
- social media
- active learning
- information delivery
- metadata
- user interface