Classification, Parameter Estimation and State Estimation
eBook - PDF

Classification, Parameter Estimation and State Estimation

An Engineering Approach Using MATLAB

Ferdinand van der Heijden, Robert P. Duin, Dick de Ridder, David M. J. Tax

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eBook - PDF

Classification, Parameter Estimation and State Estimation

An Engineering Approach Using MATLAB

Ferdinand van der Heijden, Robert P. Duin, Dick de Ridder, David M. J. Tax

Book details
Table of contents
Citations

About This Book

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 and is written and owned by one of the co-authors, B. Duin of the Delft University of Technology.

After an introductory chapter, the book provides the theoretical construction for classification, estimation and state estimation. The book also deals with the skills required to bring the theoretical concepts to practical systems, and how to evaluate these systems. Together with the many examples in the chapters, the book is accompanied by a MATLAB toolbox for pattern recognition and classification. The appendix provides the necessary documentation for this toolbox as well as an overview of the most useful functions from these toolboxes. With its integrated and unified approach to classification, parameter estimation and state estimation, this book is a suitable practical supplement in existing university courses in pattern classification, optimal estimation and data analysis.

  • Covers all contemporary main methods for classification and estimation.
  • Integrated approach to classification, parameter estimation and state estimation
  • Highlights the practical deployment of theoretical issues.
  • Provides a concise and practical approach supported by MATLAB toolbox.
  • Offers exercises at the end of each chapter and numerous worked out examples.
  • PRtools toolbox (MATLAB) and code of worked out examples available from the internet
  • Many examples showing implementations in MATLAB
  • Enables students to practice their skills using a MATLAB environment

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Yes, you can access Classification, Parameter Estimation and State Estimation by Ferdinand van der Heijden, Robert P. Duin, Dick de Ridder, David M. J. Tax in PDF and/or ePUB format, as well as other popular books in Sciences physiques & Vagues et mécanique des vagues. We have over one million books available in our catalogue for you to explore.

Information

Publisher
Wiley
Year
2005
ISBN
9780470090145
Edition
1
Topic
Sciences physiques
Subtopic
Vagues et mécanique des vagues

Table of contents

Citation styles for Classification, Parameter Estimation and State Estimation

APA 6 Citation

van der Heijden, F. van der, Duin, R., Ridder, D., & Tax, D. (2005). Classification, Parameter Estimation and State Estimation (1st ed.). Wiley. Retrieved from https://www.perlego.com/book/2755151/classification-parameter-estimation-and-state-estimation-an-engineering-approach-using-matlab-pdf (Original work published 2005)

Chicago Citation

Heijden, Ferdinand van der van der, Robert Duin, Dick Ridder, and David Tax. (2005) 2005. Classification, Parameter Estimation and State Estimation. 1st ed. Wiley. https://www.perlego.com/book/2755151/classification-parameter-estimation-and-state-estimation-an-engineering-approach-using-matlab-pdf.

Harvard Citation

van der Heijden, F. van der et al. (2005) Classification, Parameter Estimation and State Estimation. 1st edn. Wiley. Available at: https://www.perlego.com/book/2755151/classification-parameter-estimation-and-state-estimation-an-engineering-approach-using-matlab-pdf (Accessed: 15 October 2022).

MLA 7 Citation

van der Heijden, Ferdinand van der et al. Classification, Parameter Estimation and State Estimation. 1st ed. Wiley, 2005. Web. 15 Oct. 2022.