This book focuses on signal processing algorithms based on the timefrequency domain
For the classification method, the Adaline Neural Network is used and compared with other common classifiers
Original methods and algorithms are presented which are able to extract information from non-stationary signals such as heart sounds and power electric signals
The methods proposed focus on the time-frequency domain, and most notably the Stockwell Transform for the feature extraction process and to identify signatures
Theory enhancement, original applications and concrete implementation on FPGA for real-time processing are also covered in this book.