Noisy Data Gathering in Wireless Sensor Networks via Compressed Sensing and Cross Validation.
Xiaoxia SongYong LiWenmei NiePublished in: CWSN (2019)
Keyphrases
- cross validation
- data gathering
- compressed sensing
- wireless sensor networks
- image reconstruction
- model selection
- energy efficient
- sensor networks
- random projections
- energy consumption
- hyperparameters
- support vector
- base station
- sparse representation
- data collection
- training set
- natural images
- maximum lifetime
- sensor nodes
- energy efficiency
- regularization parameter
- fourier domain
- routing algorithm
- signal processing
- network lifetime
- wireless communication
- routing protocol
- data transmission
- information criterion
- super resolution
- multi hop
- higher order
- denoising
- training data