Computer Processing of Experimental Data

Type of study	Bachelor
Language of instruction	English
Code	480-2030/02
Abbreviation	PZED
Course title	Computer Processing of Experimental Data
Credits	3
Coordinating department	Department of Physics
Course coordinator	Ing. Marek Nikodým, Ph.D.

Subject syllabus

1. Introduction to MATLAB programming language, import of data
2. Script writting and debugging
3. MATLAB toolboxes and their applications
4. User functions writting
5. The ideal, natural and immediate sampling, Shannon - Kotelnik theorem.
6. Statistical analysis of univariate data.
7. Numeric smmothing and experimental data filtering.
8. Data convolution and deconvolution.
9. Nonparametric data regression, signal differentiation and integration.
10. Parametric regression - linear and nonlinear models.
11. Fourier analysis and its applications
12. Wavelet analysis and its applications

E-learning

no e-learning available

Literature

Mathworks Inc.: MATLAB R13 HELP, Mathworks Inc., 2002.

BEVINGTON, P., KEITH ROBINSON, D. Data Reduction and Error Analysis for the Physical Sciences 3rd Edition, McGraw-Hill, 2015, ISBN 978-0072472271

Advised literature

CHAPRA, S. C. Applied Numerical Methods with MATLAB for Engineers and Scientists, McGraw-Hill, 2012, ISBN 978-0-07-340110-2

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