DeepLoRa: Learning Accurate Path Loss Model for Long Distance Links in LPWAN.
Li LiuYuguang YaoZhichao CaoMi ZhangPublished in: INFOCOM (2021)
Keyphrases
- long distance
- computational model
- prior knowledge
- probabilistic model
- accurate models
- learning models
- learning algorithm
- conceptual model
- experimental data
- formal model
- learning process
- decision theoretic
- online learning
- learning mechanism
- statistical model
- high level
- hidden variables
- neural nets
- machine learning
- automatically learned
- mathematical model
- parameter estimation
- theoretical analysis
- graphical models
- management system
- objective function
- reinforcement learning
- training data
- similarity measure