TY  - BOOK
AU  - Robinson,Michael
ED  - SpringerLink (Online service)
TI  - Topological Signal Processing
T2  - Mathematical Engineering,
SN  - 9783642361043
AV  - TK5102.9 
U1  - 621.382 23
PY  - 2014///
CY  - Berlin, Heidelberg
PB  - Springer Berlin Heidelberg, Imprint: Springer
KW  - engineering
KW  - mathematics
KW  - Computer Science
KW  - Topology
KW  - Telecommunication
KW  - Engineering
KW  - Signal, Image and Speech Processing
KW  - Communications Engineering, Networks
KW  - Computational Science and Engineering
KW  - Information and Communication, Circuits
N1  - Introduction and informal discussion -- Parametrization -- Signals -- Detection -- Transforms -- Noise
N2  - Signal processing is the discipline of extracting information from collections of measurements. To be effective, the measurements must be organized and then filtered, detected, or transformed to expose the desired information.  Distortions caused by uncertainty, noise, and clutter degrade the performance of practical signal processing systems. 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
UR  - http://dx.doi.org/10.1007/978-3-642-36104-3
ER  -