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Measurements, Modelling and Simulation of Dynamic Systems

  • Edward Layer
  • Krzysztof Tomczyk

Table of contents

  1. Front Matter
  2. Edward Layer, Krzysztof Tomczyk
    Pages 1-28
  3. Edward Layer, Krzysztof Tomczyk
    Pages 29-62
  4. Edward Layer, Krzysztof Tomczyk
    Pages 63-82
  5. Edward Layer, Krzysztof Tomczyk
    Pages 83-126
  6. Edward Layer, Krzysztof Tomczyk
    Pages 127-150
  7. Back Matter

About this book

Introduction

This book discusses an analog-to-digital system intended to dynamic measurement, particularly for non-electrical quantities. The construction and properties of measurement sensors are analyzed in detail, as these represent the primary components for all measurement systems. Procedures for signal noise reduction are presented based on the time window function and a digital Kalman filter. Also covered in this book are the methods of modeling, model development and identification procedures on the basis of measurement data.

The theory of maximum errors is applied in order to determine mapping errors of models in case of non-standard input signals. This is based on signals maximizing the chosen error functional. The existence and attainability of such signals is proved and the algorithms for their determination are presented.

Detailed calculation methods, based on dedicated numerical procedures are demonstrated, which allow the integral-square error as well as the absolute error to be determined.

The problems presented in the book are relevant to a wide range of applications where there is a requirement to determine the accuracy of indeterminate dynamic signals such as occurs in the fields of engineering, medicine, biology, physics etc.

This book will interest researchers, scientists, engineers and graduate students in many disciplines, who make use of measurements, modelling and computer simulation.

 

Keywords

Dynamic Systems Measuring Systems Noise Reduction Sensors Signal Simulation algorithm model modeling

Authors and affiliations

  • Edward Layer
    • 1
  • Krzysztof Tomczyk
    • 1
  1. 1.Faculty of Electrical and Computer EngineeringCracow University of TechnologyWarszawskaPoland

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-04588-2
  • Copyright Information Springer-Verlag Berlin Heidelberg 2010
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-642-04587-5
  • Online ISBN 978-3-642-04588-2
  • Buy this book on publisher's site