Correlation test for high dimensional data with application to signal detection in sensor networks.
Xavier MestrePascal ValletWalid HachemPublished in: EUSIPCO (2014)
Keyphrases
- sensor networks
- high dimensional data
- signal detection
- high dimensional
- wireless sensor networks
- dimensionality reduction
- sensor data
- data sets
- resource constrained
- high dimensionality
- sensor nodes
- nearest neighbor
- low dimensional
- environmental monitoring
- original data
- energy efficient
- subspace clustering
- similarity search
- data analysis
- communication cost
- data points
- data streams
- energy consumption
- underwater acoustic
- clustering high dimensional data
- communication bandwidth
- mobile sensor networks
- data gathering
- data aggregation
- high dimensional spaces
- data distribution
- pattern recognition
- machine learning
- high dimensional datasets
- high dimensional data sets
- manifold learning