Hands-on Signal Analysis with Python

An Introduction

AvThomas Haslwanter

Inbunden, Engelska, 2021

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Beskrivning

This 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.

Produktinformation

Utgivningsdatum:2021-06-01
Mått:210 x 279 x 23 mm
Vikt:876 g
Format:Inbunden
Språk:Engelska
Antal sidor:267
Förlag:Springer Nature Switzerland AG
ISBN:9783030579029

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Mer om författaren

Thomas Haslwanter is a Professor at the Department of Medical Engineering of the University of Applied Sciences Upper Austria in Linz, and lecturer at the ETH Zurich in Switzerland. He also worked as a researcher at the University of Sydney, Australia and the University of Tuebingen, Germany. He has extensive experience in medical research, with a focus on the diagnosis and treatment of vertigo and dizziness and on rehabilitation. After 15 years of extensive use of Matlab, he discovered Python, which he now uses for statistical data analysis, sound and image processing, and for biological simulation applications. He has been teaching in an academic environment for more than 10 years.

Innehållsförteckning

Introduction.- Python.- Data Input.- Data Display.- Data Filtering.- Event- and Feature-Finding.- Statistics.- Parameter Fitting.- Spectral Signal Analysis.- Solving Equations of Motion.- Machine Learning.- Useful Programming Tools.