Foundations of Signal Processing by Martin Vetterli, et al
Foundations of Signal Processing - Table of Contents
1. On Rainbows and Spectra
2. From Euclid to Hilbert
3. Sequences and Discrete-Time Systems
4. Functions and Continuous-Time Systems
5. Sampling and Interpolation
6. Approximation and Compression
7. Localization and Uncertainty
What You Will Learn in Foundations of Signal Processing
"Foundations of Signal Processing" by Martin Vetterli, Jelena Kovacevic, and Vivek K. Goyal is a comprehensive introduction to "signal processing", combining theory and practical applications. The book explains the fundamentals of "signals and systems", focusing on how mathematical concepts like "Fourier transforms" and Hilbert spaces underpin modern techniques in signal analysis. It emphasizes understanding the structure and behavior of signals in both continuous and discrete domains, making abstract concepts tangible through examples and exercises.
The text covers critical topics including "sampling", interpolation, approximation, and compression, showing how these ideas are applied in real-world systems. It also addresses practical challenges such as computational limitations, uncertainty, and localization, helping readers bridge the gap between theory and implementation. Each chapter includes worked examples, illustrations, and exercises to reinforce learning, supporting both self-study and classroom instruction.
Designed for advanced undergraduates, graduate students, and professionals, "Foundations of Signal Processing" provides a rigorous yet accessible treatment of the subject. By blending "signal processing" theory with applications, it equips readers with the tools to analyze, model, and manipulate signals effectively, making it an essential resource for engineers, computer scientists, and applied mathematicians.
Book Details & Specifications
Title:
Foundations of Signal Processing by Martin Vetterli, et al
Publisher:
fourierandwavelets
Year:
2014
Pages:
677
Type:
PDF
Language:
English
ISBN-10 #:
110703860X
ISBN-13 #:
978-1107038608
License:
CC BY-NC-ND 3.0
Amazon:
Amazon
About the Author: Jelena Kovacevic, Vivek K Goyal and Martin Vetterli
The author Jelena Kovacevic, Vivek K Goyal and Martin Vetterli
", leading experts in "signal processing" and "mathematical engineering". Vetterli is renowned for wavelet theory and applied signal analysis, Kovacevic specializes in electrical and biomedical engineering, and Goyal focuses on signal representation and estimation. The book provides a strong foundation in "Fourier transforms", sampling theory, and practical signal analysis techniques. Combining rigorous mathematics with real-world applications, it is ideal for students, engineers, and researchers seeking a deep understanding of modern signal processing.
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