Decentralized Dimensionality Reduction for Distributed Tensor Data Across Sensor Networks.
Junli LiangGuoyang YuBadong ChenMinghua ZhaoPublished in: IEEE Trans. Neural Networks Learn. Syst. (2016)
Keyphrases
- sensor networks
- data collection
- sensor data
- dimensionality reduction
- environmental monitoring
- data gathering
- data analysis
- data points
- data sets
- communication bandwidth
- sensor readings
- communication cost
- high dimensional data
- distributed systems
- low dimensional
- energy consumption
- data distribution
- computer systems
- data acquisition
- base station
- energy efficient
- resource constrained
- wireless sensor networks
- data streams
- database
- sensing devices
- sensor nodes
- data aggregation
- data sources