Topological Signal Processing, 2014 Mathematical Engineering Series
Auteur : Robinson Michael
In aggressively uncertain situations, the full truth about an underlying signal cannot be known. This book develops the theory and practice of signal processing systems for these situations that extract useful, qualitative information using the mathematics of topology -- the study of spaces under continuous transformations. Since the collection of continuous transformations is large and varied, tools which are topologically-motivated are automatically insensitive to substantial distortion. The target audience comprises practitioners as well as researchers, but the book may also be beneficial for graduate students.
Introduction and informal discussion.- Parametrization.- Signals.- Detection.- Transforms.- Noise.
Presents a systematic treatment of the common research threads on the interface between topology and signal processing
Includes relevant background materials as well as case studies of topological signal processing applied to actual data
Written by an expert in the field
Includes supplementary material: sn.pub/extras
Date de parution : 08-2016
Ouvrage de 208 p.
15.5x23.5 cm
Date de parution : 01-2014
Ouvrage de 208 p.
15.5x23.5 cm