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Window Functions and Their Applications in Signal Processing de K. M. M. Prabhu

Window Functions and Their Applications in Signal Processing

Autor K. M. M. Prabhu
en Limba Engleză Hardback – 21 oct 2013
Window functions—otherwise known as weighting functions, tapering functions, or apodization functions—are mathematical functions that are zero-valued outside the chosen interval. They are well established as a vital part of digital signal processing. Window Functions and their Applications in Signal Processing presents an exhaustive and detailed account of window functions and their applications in signal processing, focusing on the areas of digital spectral analysis, design of FIR filters, pulse compression radar, and speech signal processing.
Comprehensively reviewing previous research and recent developments, this book:
  • Provides suggestions on how to choose a window function for particular applications
  • Discusses Fourier analysis techniques and pitfalls in the computation of the DFT
  • Introduces window functions in the continuous-time and discrete-time domains
  • Considers two implementation strategies of window functions in the time- and frequency domain
  • Explores well-known applications of window functions in the fields of radar, sonar, biomedical signal analysis, audio processing, and synthetic aperture radar
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Specificații

ISBN-13: 9781466515833
ISBN-10: 146651583X
Pagini: 404
Ilustrații: 363 b/w images, 35 tables and approx. 600 equations
Dimensiuni: 156 x 234 x 30 mm
Greutate: 0.7 kg
Ediția:New.
Editura: CRC Press
Colecția CRC Press

Public țintă

Students and researchers in electrical, electronic, and telecommunications engineering; computer science and IT engineers; speech processing, radar engineering, and industry professionals.

Cuprins

Fourier Analysis Techniques for Signal Processing. Pitfalls in the Computation of DFT. Review of Window Functions. Performance Comparison of Data Windows. Discrete-Time Windows and Their Figures of Merit. Time-and Frequency-Domain Implementations of Windows. FIR Filter Design Using Windows. Application of Windows in Spectral Analysis. Applications of Windows. Index.

Notă biografică

K.M.M. Prabhu is a professor in the Department of Electrical Engineering, I.I.T. Madras at Chennai, and a Senior Member of the Institution of Electrical and Electronics Engineers (IEEE).

Recenzii

"I think this book gives an excellent overview of window functions and their applications in a variety of DSP applications. It describes a huge amount of different windows and it describes the properties of these windows. It also describes the use of windows in a large number of applications. It helps the reader by choosing a proper window for a particular application. As far as I know it is the first general book about this important subject."
—Ad van den Enden, DSP Consultancy
"An excellent text that covers all aspect of window functions. A must for anyone with interest in utilising windows for signal processing."
—Palaniappan Ramaswamy, University of Wolverhampton
"A book dedicated to window functions was indeed missing. Congratulations on filling the void."
—Professor Nadav Levanon, Department of Electrical Engineering Systems, Tel Aviv University,
Israel

Descriere

It is well established that window functions play a vital role in digital signal processing. Sometimes, it becomes critical in selecting the right window for a given application. Major applications areas include digital spectral analysis, design of FIR filters, pulse compression radar, and speech signal processing.