Multi-sensor fusion: fundamentals and applications with software
Multi-sensor fusion: fundamentals and applications with software
The scientist and engineer's guide to digital signal processing
The scientist and engineer's guide to digital signal processing
Mathematical Techniques in Multisensor Data Fusion
Mathematical Techniques in Multisensor Data Fusion
The cougar approach to in-network query processing in sensor networks
ACM SIGMOD Record
Tracking a moving object with a binary sensor network
Proceedings of the 1st international conference on Embedded networked sensor systems
IEEE Transactions on Computers
Proceedings of the 3rd international symposium on Information processing in sensor networks
Third International Symposium on Information Processing in Sensor Networks 2004
Distributed particle filters for sensor networks
Proceedings of the 3rd international symposium on Information processing in sensor networks
A probabilistic approach to inference with limited information in sensor networks
Proceedings of the 3rd international symposium on Information processing in sensor networks
Localization for mobile sensor networks
Proceedings of the 10th annual international conference on Mobile computing and networking
TinyDB: an acquisitional query processing system for sensor networks
ACM Transactions on Database Systems (TODS) - Special Issue: SIGMOD/PODS 2003
On Demand Role Assignment for Event-Detection in Sensor Networks
ISCC '06 Proceedings of the 11th IEEE Symposium on Computers and Communications
Mathematical Techniques in Multisensor Data Fusion (Artech House Information Warfare Library)
Mathematical Techniques in Multisensor Data Fusion (Artech House Information Warfare Library)
Information fusion for wireless sensor networks: Methods, models, and classifications
ACM Computing Surveys (CSUR)
Diffuse: A topology building engine for wireless sensor networks
Signal Processing
Future directions in distributed computing
Source Localization and Tracking Using Distributed Asynchronous Sensors
IEEE Transactions on Signal Processing
A survey of convergence results on particle filtering methods forpractitioners
IEEE Transactions on Signal Processing
Sol: a data fusion protocol in wireless sensor networks for controlled environment
INFOCOM'09 Proceedings of the 28th IEEE international conference on Computer Communications Workshops
Distributive target tracking in sensor networks with a Markov random field model
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
A novel feature selection scheme for energy efficient wireless sensor networks
ICA3PP'12 Proceedings of the 12th international conference on Algorithms and Architectures for Parallel Processing - Volume Part II
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Wireless sensor networks (WSNs) are commonly treated as a distributed database system that is accessed by means of a query language. However, the computation of such queries are usually performed by information fusion techniques. Information fusion has been used by applications to detect/classify events, track targets, and filter noisy measurements. In this tutorial, we discuss some of the information fusion techniques that are currently used in WSNs.