DeepLoRa: Learning Accurate Path Loss Model for Long Distance Links in LPWAN.

Li Liu Yuguang Yao Zhichao Cao Mi Zhang

Published 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