Information-theoretic approaches for sensor selection and placement in sensor networks for target localization and tracking.
Hanbiao WangKung YaoDeborah EstrinPublished in: J. Commun. Networks (2005)
Keyphrases
- sensor networks
- information theoretic
- sensor data
- mutual information
- information theory
- wireless sensor networks
- data collection
- theoretic framework
- resource constrained
- sensor readings
- environmental monitoring
- communication cost
- energy efficient
- camera network
- information bottleneck
- data streams
- sensor web
- data aggregation
- sensor nodes
- jensen shannon divergence
- energy consumption
- information theoretic measures
- mobile sensor networks
- underwater acoustic
- base station
- energy efficiency
- wireless sensor
- communication bandwidth
- heterogeneous sensor networks
- relative entropy
- kullback leibler divergence
- routing protocol
- object tracking
- real time
- mean shift
- particle filter
- similarity measure
- sensing devices
- data sets