Signal Processing An Applied Decomposition Approach

[FaridKhan]

English | 2024 | ISBN: 1394207441 | 467 pages | PDF, True EPUB | 52.77 MB

Signal Processing (James Vincent Candy) (2024)
Catergory: Technology, Engineering, Nonfiction
Publisher: Wiley

Separate signals from noise with this valuable introduction to signal processing by applied decomposition

The decomposition of complex signals into their sub-signals or individual components is a crucial tool in signal processing. It allows each component of a signal to be analyzed individually and enables the signal to be isolated from noise and processed in full. Decomposition processes have not always been widely adopted due to the difficult underlying mathematics and complex applications. This text simplifies these obstacles.

Signal Processing: An Applied Decomposition Approach demystifies these tools with a model-based perspective. Addressing each major decomposition approach in turn, it offers a mathematically-informed step-by-step analysis of the process by which it breaks a composite signal/system down into its constituent parts. Introducing both fundamental concepts and advanced applications, it is an indispensable addition to any library regarding signal processing.

Signal Processing readers will find

Signal decomposition techniques developed from the data-based, spectral-based and model-based perspectives incorporate: statistical approaches (PCA, ICA, Singular Spectrum); spectral approaches (MTM, PHD, MUSIC); and model-based approaches (EXP, LATTICE, SSP)
In depth discussion of topics includes signal/system estimation and decomposition, time domain and frequency domain techniques, systems theory, modal decompositions, applications and many more
Numerous figures, examples, and tables illustrating key concepts and algorithms are developed throughout the text
Includes problem sets, case studies, real-world applications as well as MATLAB notes highlighting applicable commands
Signal Processing is ideal for engineering and scientific professionals, as well as graduate students seeking a focused text on signal/system decomposition with performance metrics and real-world applications.

Contents of Download:
Signal Processing - 2024 - Candy.epub (James Vincent Candy) (2024) (33.4 MB)
Signal Processing - 2024 - Candy.pdf (James Vincent Candy) (2024) (19.36 MB)

️ Signal Processing An Applied Decomposition Approach (52.77 MB)
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