Fundamental Limits on Sensing Capacity for Sensor Networks and Compressed Sensing
Shuchin AeronManqi ZhaoVenkatesh SaligramaPublished in: CoRR (2008)
Keyphrases
- sensor web
- sensor networks
- compressed sensing
- fundamental limits
- image reconstruction
- sensor data
- wireless sensor networks
- sensor nodes
- random projections
- energy consumption
- sparse representation
- natural images
- super resolution
- environmental monitoring
- energy efficient
- resource constrained
- data streams
- communication cost
- signal processing
- mobile sensor networks
- underwater acoustic
- sensing devices
- mobile sensor
- communication bandwidth
- base station
- dimensionality reduction
- knn
- high resolution
- data analysis
- high quality