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Randomness and Elements of Decision Theory Applied to Signals
Hardcover
Business GeneralTechnology & EngineeringApplications
ISBN13: 9783030903138
Publisher: Springer Nature
Published: Dec 11 2021
Pages: 242
Weight: 1.20
Height: 0.63 Width: 6.14 Depth: 9.21
Language: English
This book offers an overview on the main modern important topics in random variables, random processes, and decision theory for solving real-world problems. After an introduction to concepts of statistics and signals, the book introduces many essential applications to signal processing like denoising, texture classification, histogram equalization, deep learning, or feature extraction.
The book uses MATLAB algorithms to demonstrate the implementation of the theory to real systems. This makes the contents of the book relevant to students and professionals who need a quick introduction but practical introduction how to deal with random signals and processes
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