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Optimal multiple level decision fusion with distributed sensors
- Source :
- IEEE Transactions on Aerospace and Electronic Systems. 29:1252-1259
- Publication Year :
- 1993
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 1993.
-
Abstract
- A data fusion model consisting of several levels of parallel decision fusions is considered. Global optimization of such a model is discussed to obtain the fusion rules for overall optimal performance. The reliability analysis of the proposed model is carried out to establish its superiority over the existing parallel and serial fusion models. >
- Subjects :
- Fusion
Engineering
Artificial neural network
business.industry
Reliability (computer networking)
Decision theory
Bayesian probability
Aerospace Engineering
Sensor fusion
computer.software_genre
Physics::Plasma Physics
Fusion rules
Data mining
Electrical and Electronic Engineering
business
computer
Global optimization
Subjects
Details
- ISSN :
- 00189251
- Volume :
- 29
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Aerospace and Electronic Systems
- Accession number :
- edsair.doi...........c5f9015d4e72f8ca2b09d4e0746d3c7e
- Full Text :
- https://doi.org/10.1109/7.259529