Machine Learning Regression for RF Path Loss Estimation Over Grass Vegetation in IoWSN Monitoring Infrastructure.
Pankaj PalRashmi Priya SharmaSachin TripathiChiranjeev KumarDharavath RameshPublished in: IEEE Trans. Ind. Informatics (2022)
Keyphrases
- machine learning
- model selection
- classification and regression problems
- machine learning methods
- regression model
- monitoring system
- ordinary least squares
- supervised learning
- real time
- remote sensing
- parameter estimation
- computer vision
- support vector
- nonparametric regression
- information extraction
- estimation problems
- semi parametric
- text classification
- knowledge acquisition
- continuous monitoring
- partial least squares
- learning problems
- feature selection
- learning tasks
- radio frequency
- mercer kernels
- machine learning algorithms
- active learning
- computer science
- pattern recognition
- decision trees
- change detection
- support vector regression
- regression analysis
- shortest path
- regression method
- natural language processing
- mobile robot
- situational awareness
- robust regression
- learning algorithm
- data mining