000			a
999			_c30482 _d30482
008			211203b xxu||||| |||| 00| 0 eng d
020			_a9783030579029
082			_a621.38220285 _bHAS
100			_aHaslwanter, Thomas
245			_aHands-on signal analysis with Python : an introduction
260			_bSpringer, _c2021 _aCham :
300			_axvi, 267 p. ; _bill. (some col.), _c29 cm
365			_b74.99 _cEUR _d90.80
504			_aIncludes bibliographical references and index.
520			_aThis book provides the tools for analyzing data in Python: different types of filters are introduced and explained, such as FIR-, IIR- and morphological filters, as well as their application to one- and two-dimensional data. The required mathematics are kept to a minimum, and numerous examples and working Python programs are included for a quick start. The goal of the book is to enable also novice users to choose appropriate methods and to complete real-world tasks such as differentiation, integration, and smoothing of time series, or simple edge detection in images. An introductory section provides help and tips for getting Python installed and configured on your computer. More advanced chapters provide a practical introduction to the Fourier transform and its applications such as sound processing, as well as to the solution of equations of motion with the Laplace transform. A brief excursion into machine learning shows the powerful tools that are available with Python. This book also provides tips for an efficient programming work flow: from the use of a debugger for finding mistakes, code-versioning with git to avoid the loss of working programs, to the construction of graphical user interfaces (GUIs) for the visualization of data. Working, well-documented Python solutions are included for all exercises, and IPython/Jupyter notebooks provide additional help to get people started and outlooks for the interested reader.
650			_aSignal, Image and Speech Processing
650			_aCommunications Engineering, Networks
650			_aComputational Science and Engineering
650			_aMathematical and Computational Engineering
650			_aPython - Computer program language
650			_aConvolution
650			_a Decimation
650			_a Electro-Myography (EMG)
650			_a Euler's formula
650			_aMorphological
650			_a Hypothesis
650			_aInterpothesis
650			_aLinear Time Invariant
650			_a Significant difference
650			_aStructural element
942			_2ddc _cBK