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- W1986791572 abstract "In this paper we propose a new approach for distributed multiclassclassification using a hierarchical fusion architecture. Binarydecisions from local sensors, possibly in the presence of faults,are fused locally. Locally fused results are forwarded to theglobal fusion center that determines the final classificationresult. Classification fusion in our approach is implemented viaerror correcting codes to incorporate fault-tolerance capability.This new approach not only provides an improved fault-tolerancecapability but also reduces bandwidth requirements as well ascomputation time and memory requirements at the fusion center.Numerical examples are provided to illustrate the performance ofthis new approach." @default.
- W1986791572 created "2016-06-24" @default.
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- W1986791572 date "2003-04-02" @default.
- W1986791572 modified "2023-09-23" @default.
- W1986791572 title "Distributed fault-tolerant classification fusion using error correcting codes" @default.
- W1986791572 doi "https://doi.org/10.1117/12.486783" @default.
- W1986791572 hasPublicationYear "2003" @default.
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