1st Edition
Singular Spectrum Analysis of Biomedical Signals
274 Pages
by
CRC Press
274 Pages
by
CRC Press
274 Pages
by
CRC Press
Also available as eBook on:
Recent advancements in signal processing and computerised methods are expected to underpin the future progress of biomedical research and technology, particularly in measuring and assessing signals and images from the human body. This book focuses on singular spectrum analysis (SSA), an effective approach for single channel signal analysis, and its bivariate, multivariate, tensor based,... Read more
Introduction. Singular Spectrum Analysis. SSA Application to Sleep Scoring. Adaptive SSA and Its Application to Biomedical Source Separation. Applications to Biometric Identification and Recognition. Complex-Valued SSA for Detection of Event Related Potentials from EEG. SSA Change Point Detection and Eye Fundus Image Analysis. Prediction of Medical and Physiological Trends. SSA Application on Genetic Studies. Conclusions and Suggestions for Future Research.
Biography
Saeid Sanei, University of Surrey, Guildford, UK
Hossein Hassani, Bournemouth University, Dorset, UK
