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Real-Time Data Acquisition in Human Physiology: Real-Time Acquisition, Processing, and Interpretation—A MATLAB-Based Approach

Autor Dipali Bansal
en Limba Engleză Paperback – 18 iun 2021
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.


  • 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.
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Specificații

ISBN-13: 9780128221181
ISBN-10: 0128221186
Pagini: 208
Ilustrații: 40 illustrations (10 in full color)
Dimensiuni: 191 x 235 mm
Greutate: 0.37 kg
Editura: ELSEVIER SCIENCE

Public țintă

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

Cuprins

1. Introduction
2. PC-based data acquisition
3. Detection and processing of real-time carotid pulse waves
4. Real-time detection and processing of electromyography signal
5. Real-time detection and processing of electrocardiogram signal
6. Measurement and analysis of heart rate variability
7. Conclusion