A Build-In Data Inversion Method to Retrieve Aerosol Size Distributions for a Portable Ultrafine Particle Sizer (PUPS).
Jie YangHuanqin WangJitong ZhouDa-Ren ChenDeyi KongFajun YuHuaqiao GuiJianguo LiuMingjie ChenPublished in: IEEE Access (2021)
Keyphrases
- synthetic data
- prior knowledge
- data sets
- input data
- missing data
- statistical methods
- high accuracy
- noisy data
- correlation analysis
- random samples
- preprocessing
- significant improvement
- computational complexity
- data structure
- test data
- image reconstruction
- prior information
- clustering method
- information loss
- data analysis
- objective function
- probability distribution function
- gaussian distribution
- model selection
- detection method
- data collection
- data points
- probability distribution
- data sources
- training data