Topological Signal Processing

By:

Michael Robinson

Format:

Paperback / softback

Series:

Mathematical Engineering

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Description

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.

Release date Australia

August 23rd, 2016

Author

Michael Robinson

Audience

Professional & Vocational

Edition

Softcover reprint of the original 1st ed. 2014

Illustrations

134 Illustrations, black and white; XVI, 208 p. 134 illus.

Pages

208

Series

Mathematical Engineering

Dimensions

155x235x12

ISBN-13

9783662522844

Product ID

25678327

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