Название: Advanced Methods in Biomedical Signal Processing and Analysis
Автор: Kunal Pal, Samit Ari, Arindam Bit
Издательство: Academic Press/Elsevier
Год: 2023
Страниц: 419
Язык: английский
Формат: pdf
Размер: 31.4 MB
Advanced Methods in Biomedical Signal Processing and Analysis presents state-of-the-art methods in biosignal processing, including recurrence quantification analysis, heart rate variability, analysis of the RRI time-series signals, joint time-frequency analyses, wavelet transforms and wavelet packet decomposition, empirical mode decomposition, modeling of biosignals, Gabor Transform, empirical mode decomposition. The book also gives an understanding of feature extraction, feature ranking, and feature selection methods, while also demonstrating how to apply Artificial Intelligence and Machine Learning to biosignal techniques. Research in Medical Devices and Robotics is at the forefront of technology due to the focus on automation and technology in this era. Incorporation of safe, sustainable, and intelligent robotics systems is one of the goals of modern technology-driven development. This can be the driving force of the technological revolution that we are standing on the brink of.