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Computational Pulse Signal Analysis

  • David Zhang
  • Wangmeng Zuo
  • Peng Wang

Table of contents

  1. Front Matter
    Pages i-xiv
  2. Background

    1. Front Matter
      Pages 1-1
    2. David Zhang, Wangmeng Zuo, Peng Wang
      Pages 3-10
  3. Pulse Signal Acquisition

    1. Front Matter
      Pages 11-11
    2. David Zhang, Wangmeng Zuo, Peng Wang
      Pages 13-34
    3. David Zhang, Wangmeng Zuo, Peng Wang
      Pages 35-62
  4. Pulse Signal Preprocessing

    1. Front Matter
      Pages 63-63
    2. David Zhang, Wangmeng Zuo, Peng Wang
      Pages 91-107
    3. David Zhang, Wangmeng Zuo, Peng Wang
      Pages 109-132
  5. Pulse Signal Feature Extraction

    1. Front Matter
      Pages 133-133
    2. David Zhang, Wangmeng Zuo, Peng Wang
      Pages 135-155
    3. David Zhang, Wangmeng Zuo, Peng Wang
      Pages 157-167
    4. David Zhang, Wangmeng Zuo, Peng Wang
      Pages 191-213
  6. Pulse Analysis and Diagnosis

    1. Front Matter
      Pages 215-215
    2. David Zhang, Wangmeng Zuo, Peng Wang
      Pages 217-230
    3. David Zhang, Wangmeng Zuo, Peng Wang
      Pages 231-246
    4. David Zhang, Wangmeng Zuo, Peng Wang
      Pages 247-259
  7. Comparison and Discussion

    1. Front Matter
      Pages 279-279
    2. David Zhang, Wangmeng Zuo, Peng Wang
      Pages 281-300
    3. David Zhang, Wangmeng Zuo, Peng Wang
      Pages 301-318
    4. David Zhang, Wangmeng Zuo, Peng Wang
      Pages 319-323
  8. Back Matter
    Pages 325-328

About this book

Introduction

This book describes the latest advances in pulse signal analysis and their applications in classification and diagnosis. First, it provides a comprehensive introduction to useful techniques for pulse signal acquisition based on different kinds of pulse sensors together with the optimized acquisition scheme. It then presents a number of preprocessing and feature extraction methods, as well as case studies of the classification methods used. Lastly it discusses some promising directions for the future study and clinical applications of pulse signal analysis. The book is a valuable resource for researchers, professionals and postgraduate students working in the field of pulse diagnosis, signal processing, pattern recognition and biometrics. It is also useful for those involved in interdisciplinary research.


Keywords

Computational Pulse Diagnosis Signal Acquisition Sensor Fusion Preprocessing Pattern Recognition Machine Learning Feature Extraction Multiple Kernel Learning

Authors and affiliations

  • David Zhang
    • 1
  • Wangmeng Zuo
    • 2
  • Peng Wang
    • 3
  1. 1.School of Science and EngineeringThe Chinese University of Hong KongShenzhenChina
  2. 2.Harbin Institute of TechnologyHarbinChina
  3. 3.Northeast Agricultural UniversityHarbinChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-981-10-4044-3
  • Copyright Information Springer Nature Singapore Pte Ltd. 2018
  • Publisher Name Springer, Singapore
  • eBook Packages Computer Science
  • Print ISBN 978-981-10-4043-6
  • Online ISBN 978-981-10-4044-3
  • Buy this book on publisher's site