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Signal processing : a mathematical approach / Charles L. Byrne, University of Massachusetts Lowell, Lowell, Massachusetts, USA
(Monographs and research notes in mathematics)
| Material Type | E-Book |
|---|---|
| Edition | Second edition |
| Publisher | Boca Raton : CRC Press, Taylor & Francis Group |
| Year | [2015] |
| Language | English |
| Size | 1 online resource (xxv, 413 pages) : illustrations |
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| Media type | 機械可読データファイル |
|---|---|
| Contents | 1. Introduction 2. Fourier series and Fourier transforms 3. Remote sensing 4. Finite-parameter models 5. Transmission and remote sensing 6. The Fourier transform and convolution filtering 7. Infinite sequences and discrete filters 8. Convolution and the vector DFT 9. Plane-wave propagation 10. The phase problem 11. Transmission tomography 12. Random sequences 13. Nonlinear methods 14. Discrete entropy maximization 15. Analysis and synthesis 16. Wavelets 17. The BLUE and the Kalman filter 18. Signal detection and estimation 19. Inner products 20. Wiener filtering 21. Matrix theory 22. Compressed sensing 23. Probability 24. Using the wave equation 25. Reconstruction in Hilbert space 26. Some theory of Fourier analysis 27. Reverberation and echo cancellation |
| Notes | Signal Processing: A Mathematical Approach is designed to show how many of the mathematical tools the reader knows can be used to understand and employ signal processing techniques in an applied environment. Assuming an advanced undergraduate- or graduate-level understanding of mathematics-including familiarity with Fourier series, matrices, probability, and statistics-this Second Edition: Contains new chapters on convolution and the vector DFT, plane-wave propagation, and the BLUE and Kalman filtersExpands the material on Fourier analysis to three new chapters to provide additional background Open Access Includes bibliographical references and index "A Chapman & Hall book." Print version record |
| Authors | *Byrne, Charles L., 1947- |
| Subjects | LCSH:Signal processing -- Mathematics
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| Classification | DC:621.38220151 |
| ID | ED00001319 |
| ISBN | 9781482241853 |