PPG Signal Analysis: An Introduction Using MATLAB (R)

This book is a valuable resource for analyzing Photoplethysmogram (PPG) signals using MATLAB®, providing information and methodologies for empirical and experimental process, validation, testing, and simulation of developed algorithms on wearable, battery-driven, or point-of-care devices.

Format: Paperback / softback
Length: 270 pages
Publication date: 25 September 2023
Publisher: Taylor & Francis Ltd

This book serves as a comprehensive and up-to-date resource for analyzing Photoplethysmogram (PPG) signals using MATLAB®, a vital technology in the evaluation of medical and diagnostic data in mobile devices. It provides detailed information and methodologies that enable readers to understand the entire empirical and experimental process, from data collection to data analysis, feature extraction, and more. Furthermore, the book delves into the practical applications of introduced methodologies, showcasing how they can be utilized as tools to validate, test, and simulate developed algorithms before their implementation and deployment on wearable, battery-driven, or point-of-care devices.

The significance of PPG signal analysis in the medical field is underscored by the book, highlighting its role in monitoring vital signs, cardiovascular health, and physiological responses. It emphasizes the importance of accurate and reliable PPG data in diagnosing conditions such as heart disease, stroke, and sleep disorders. By leveraging the power of MATLAB®, readers can develop and implement sophisticated algorithms to extract meaningful information from PPG signals, enabling the development of personalized healthcare solutions and improved patient outcomes.

The book is organized into several chapters, each covering a specific aspect of PPG signal analysis. It begins with an introduction to the fundamentals of PPG signals and their measurement techniques, followed by a detailed explanation of MATLAB® functions and tools used for signal processing and analysis. The subsequent chapters explore various topics such as data preprocessing, feature extraction, pattern recognition, and machine learning algorithms, providing practical examples and code snippets to illustrate the theoretical concepts.

In addition to its technical content, the book emphasizes the importance of ethical considerations and regulatory compliance in the development and deployment of PPG-based devices. It discusses the relevant standards and guidelines, such as the International Organization for Standardization (ISO) and the Food and Drug Administration (FDA), and provides guidance on ensuring the safety and effectiveness of PPG-based medical applications.

Whether you are a researcher, engineer, or healthcare professional interested in PPG signal analysis, this book offers valuable insights and practical methodologies to help you advance your knowledge and expertise in this field. Its comprehensive coverage, coupled with its user-friendly approach, makes it an essential resource for anyone seeking to leverage the power of MATLAB® in the evaluation of medical and diagnostic data in mobile devices.

Weight: 453g
Dimension: 234 x 156 (mm)
ISBN-13: 9780367608279