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Real-Time Data Acquisition in Human Physiology - 1st Edition - ISBN: 9780128221181

Real-Time Data Acquisition in Human Physiology

1st Edition

Real-Time Acquisition, Processing, and Interpretation—A MATLAB-Based Approach

Author: Dipali Bansal
Paperback ISBN: 9780128221181
Imprint: Academic Press
Published Date: 1st September 2021
Page Count: 232
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Description

Real-Time Data Acquisition in Human Physiology: Real-Time Acquisition, Processing, and Interpretation—A MATLAB-Based Approach focuses on the design and development of a computer-based system to detect and digitally process human ECG, EMG, and carotid pulse waveforms in real time. The indigenous system developed and described in this book allows for an easy-to-interface, simple hardware arrangement for bio-signal detection. The computational functionality of MATLAB is verified for viewing, digital filtration, and feature extraction of acquired bio-signals.

This book demonstrates a method of providing a relatively cost-effective solution to human physiology real-time monitoring, processing, and interpretation that is more realizable and would directly benefit a larger population of patients.

Key Features

  • Presents an application-driven, interdisciplinary, and experimental approach to bio-signal processing with a focus on acquiring, processing, and understanding human ECG, EMG, carotid pulse data and HRV.
  • Covers instrumentation and digital signal processing techniques useful for detecting and interpreting human physiology in real time, including experimental layout and methodology in an easy-to-understand manner.
  • Discusses development of a computer-based system that is capable of direct interface through the sound port of a PC and does not require proprietary DAQ units and ADC units.
  • Covers a MATLAB-based algorithm for online noise reduction, features extraction techniques, and infers diagnostic features in real time.
  • Provides proof of concept of a PC-based twin channel acquisition system for the recognition of multiple physiological parameters.
  • Establishes the use of Digital Signal Controller to enhance features of acquired human physiology.
  • Presents the use of carotid pulse waveforms for HRV analysis in critical situations using a very simple hardware/software arrangement.

Readership

Graduates, PhD students, and lecturers in computer science, biomedical engineering, and electrical engineering, as well as scientific researchers in biomedical fields and clinicians

Table of Contents

1. Introduction
2. PC-based Data Acquisition
3. Detection and Processing of Real-time Carotid Pulse Waves
4. Real-time Detection and Processing of EMG Signal
5. Real-time Detection and Processing of ECG Signal
6. Measurement and Analysis of Heart Rate Variability
7. Conclusion

Details

No. of pages:
232
Language:
English
Copyright:
© Academic Press 2021
Published:
1st September 2021
Imprint:
Academic Press
Paperback ISBN:
9780128221181

About the Author

Dipali Bansal

Dipali Bansal

Dr. Dipali Bansal is the Dean of Engineering at Graphic Era (Deemed to be University), Dehradun, India. She is part of a curiosity-driven research group working in the field of bio-signal processing that brings together experimental and theoretical techniques and approaches in acquiring and analyzing human physiological parameters, namely ECG, EMG, EEG signals, using professional tools like MATLAB and LabVIEW. She got her Bachelor’s degree from BIT Sindri and obtained a PhD in Bio-signal Processing from Jamia Millia Islamia Central University, New Delhi, India. In more than two decades of her professional career, she has honed her skills as an academician, a researcher, and also as an administrator.

Affiliations and Expertise

Dean of Engineering, Graphic Era (Deemed to be University), Dehradun, India

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