Fuzzy artmap neural network and its application to fault diagnosis of navigation systems (Q5939332)
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scientific article; zbMATH DE number 1625701
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Fuzzy artmap neural network and its application to fault diagnosis of navigation systems |
scientific article; zbMATH DE number 1625701 |
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Fuzzy artmap neural network and its application to fault diagnosis of navigation systems (English)
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5 August 2002
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A combination of a state chi-square test and a Fuzzy ARTMAP (FAM) neural network mapping is applied to fault diagnosis of integrated navigation systems. A state chi-square test is applied first to detect faults. Then, the result from the chi-square test is used to isolate and identify faults by using two separated FAM networks, where the fault magnitude and fault occurring time can be obtained by the second FAM. A simulation example is given.
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fuzzy neural network
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chi-square test
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fault diagnosis
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navigation systems
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