ABSTRACT

This book serves as a current resource for Photoplethysmogram (PPG) signal analysis using MATLAB®. This technology is critical in the evaluation of medical and diagnostic data utilized in mobile devices. Information and methodologies outlined in the text can be used to learn the empirical and experimental process (including data collection, data analysis, feature extractions, and more) from inception to conclusion. This book also discusses how introduced methodologies can be used and applied as tools that will teach the user how to validate, test, and simulate developed algorithms before implementing and deploying the algorithms on wearable, battery-driven, or point-of-care devices.

chapter Chapter 1|25 pages

Math Foundations

chapter Chapter 2|26 pages

Photoplethysmogram Signals

chapter Chapter 3|19 pages

Visualization of PPG Signals

chapter Chapter 4|24 pages

Pre-processing of PPG Signals

chapter Chapter 5|9 pages

Signal Quality Assessment

chapter Chapter 6|34 pages

PPG Feature Extraction

chapter Chapter 7|24 pages

A Generic Method for Event Detection

chapter Chapter 8|29 pages

Feature Selection

chapter Chapter 9|27 pages

Identifying Adverse Events

chapter Chapter 10|16 pages

Application of PPG to Global Health

chapter Chapter 11|7 pages

Available PPG Databases