Deep Compressed Sensing based Data Imputation for Urban Environmental Monitoring.
Qingyi ChangDan TaoJiangtao WangRuipeng GaoPublished in: ACM Trans. Sens. Networks (2024)
Keyphrases
- compressed sensing
- environmental monitoring
- data imputation
- missing values
- image reconstruction
- sensor networks
- wireless sensor networks
- missing data
- random projections
- monitoring system
- sparse representation
- natural images
- compressive sampling
- signal processing
- fourier domain
- high dimensional data
- machine learning
- text mining
- neural network
- random sampling
- data sets
- imputation methods