Topological signal processing
著者
書誌事項
Topological signal processing
（Mathematical engineering）
Springer, c2014
- hbk.
- : pbk
大学図書館所蔵 全2件
注記
"Softcover reprint of the hardcover 1st edition 2014"--T.p. verso of pbk
Size of pbk.: 24 cm
Includes bibliographical references and index
内容説明・目次
内容説明
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.
目次
Introduction and informal discussion.- Parametrization.- Signals.- Detection.- Transforms.- Noise.
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