Model-Based and Data-Driven Fault Detection Performance for a Small UAV

No abstract is available for this paper.

• Publication year

  2013

• Venue

  IEEE/ASME transactions on mechatronics

• Publication date

  2013-05-13

• Fields of study

  Engineering

• Identifiers
  DOI 10.1109/TMECH.2013.2258678
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

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  2013cited by this paper
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  2011cited by this paper
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  2011cited by this paper
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  2002influential reference
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  1998cited by this paper
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  1996cited by this paper
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