Time-Frequency Analysis in Biomedical Engineering : Contemporary Methods and Applications

Time-frequency analysis is critical in biomedical signal analysis, which helps diagnose and monitor physiological conditions such as heart rate variability, seizure detection, and brain-computer interfacing. This edited book includes original theoretical, practical, and review chapters aimed at proposing advancements in time-frequency signal processing methods for biomedical healthcare applications. Exemplary themes of interest include biomedical signal processing challenges in complex physiological data, signals from remote sensors, wearables, and nearables such as ballistography-based sensors. Features: Discusses detailed time-frequency signal processing applications for simple to complex biomedical research Reports novel time-frequency techniques used for biomedical signals Presents the theoretical basis of time-frequency analysis and state-of-the-art applications tailored for various biomedical problems Provides a forum for presenting new and improved techniques and theories related to time-frequency analysis Combines the primary knowledge of time-frequency signal analysis and processing, from theory and applications This book is aimed at graduate students and researchers in bioengineering and signal processing.