7. Modeling Biomedical Signal–generating Processes and Systems

  1. Rangaraj M. Rangayyan

Published Online: 7 JUN 2012

DOI: 10.1002/9780470544204.ch7

Biomedical Signal Analysis: A Case-Study Approach

Biomedical Signal Analysis: A Case-Study Approach

How to Cite

Rangayyan, R. M. (2001) Modeling Biomedical Signal–generating Processes and Systems, in Biomedical Signal Analysis: A Case-Study Approach, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470544204.ch7

Publication History

  1. Published Online: 7 JUN 2012
  2. Published Print: 14 DEC 2001

ISBN Information

Print ISBN: 9780471208112

Online ISBN: 9780470544204

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Keywords:

  • biomedical signals;
  • diagnostic information;
  • signal analysis procedures;
  • decision making;
  • bioelectric signals

Summary

This chapter contains sections titled:

  • Problem Statement

  • Illustration of the Problem

  • Point Processes

  • Parametric System Modeling

  • Autoregressive or All-pole Modeling

  • Pole-zero Modeling

  • Electromechanical Models of Signal Generation

  • Application: Heart-rate Variability

  • Application: Spectral Modeling and Analysis of PCG Signals

  • Application: Coronary Artery Disease

  • Remarks

  • Study Questions and Problems

  • Laboratory Exercises and Projects