Classification, parameter estimation, and state estimation : an engineering approach using MATLAB / F. van der Heijden [and others].

Classification, parameter estimation, and state estimation : an engineering approach using MATLAB /

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Classification, Parameter Estimation and State Estimation is a practical guide for data analysts and designers of measurement systems and postgraduates students that are interested in advanced measurement systems using MatLab. 'Prtools' is a powerful MatLab toolbox for pattern recognition...

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Bibliographic Details
Other Authors: Heijden, Ferdinand van der
Format: Electronic eBook
Language:English
Published: Chichester, West Sussex, Eng. ; Hoboken, NJ : Wiley, ?2004.
Subjects:
MATLAB.
Engineering mathematics > Data processing.
Measurement > Data processing.
Estimation theory > Data processing.
Online Access: Full text (Wentworth users only)
Table of Contents:
  • Detection and classification
  • Parameter estimation
  • State estimation
  • Supervised learning
  • Feature extraction and selection
  • Unsupervised learning
  • State estimation in practice
  • Worked out examples
  • Topics selected form functional analysis
  • Topics selected from linear algebra and matrix theory
  • Probabillity theory
  • Discrete-time dynamic systems
  • Introduction to PRTools
  • MATLAB toolboxes used.

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