On-line model learning for adaptive GNSS ionospheric scintillation estimation and mitigation.
Jordi Vilà-VallsCarles Fernández-PradesJavier ArribasJames T. CurranPau ClosasPublished in: PLANS (2018)
Keyphrases
- prior knowledge
- high level
- probabilistic model
- learning algorithm
- machine learning
- learned models
- learning phase
- learning models
- data sets
- management system
- online learning
- em algorithm
- learning systems
- mathematical model
- learning tasks
- learning problems
- density estimation
- neural nets
- active learning
- monte carlo simulation
- parametric models
- learning scheme
- reinforcement learning