Gustavo A. Munoz Fernandez, Jorge Jesus Llorente, Juan B. Seoane Sepulveda, Maria Del Mar Fenoy Munoz, Marina Murillo Arcina

Mathematical Signal Processing

A Visual Approach using MATLAB

• Gebundenes Buch

Produktbeschreibung

This book is intended to be used both by undergraduate and graduate students with an interest in signal processing and applications of Fourier Analysis. The book describes Signal Processing from a formal viewpoint.The mathematical tools used are Fourier Analysis and the Karhunen-Loève theorem. Other contents required to formally define the Fourier transform or the Karhunen-Loève expansion are also treated, such as Measure Theory, Functional Analysis, Operator Theory, Probability Theory and Matrix Theory to mention a few. Practical examples are also given using MATLAB.

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Produktdetails

• Verlag: Taylor & Francis Inc
• Seitenzahl: 448
• Erscheinungstermin: 30. April 2026
• Englisch
• Abmessung: 234mm x 156mm
• ISBN-13: 9781498755849
• ISBN-10: 1498755844
• Artikelnr.: 59993401

Inhaltsangabe

Introduction. Signals. Measure spaces and integration. Hilbert spaces. The
Discrete Fourier Transform (DFT) and the Fast Fourier
Transform (FFT). The Fourier Transform. Sampling. Generalized Functions.
Stochastic Processes. Filters. Matrices.
Operators on a Hilbert Space. The Karhunen-Loeve (KL) expansion.