The Scientist and Engineer's Guide to Digital Signal Processing

提出实用技术中的数字信号处理，同时避免了详尽的数学和抽象理论的障碍。

The Scientist and Engineer's guide to Digital Signal Processing, second edition. DSP技术指导，全英文教材。第二版

The Scientist & Engineer's Guide to Digital Signal Processing, by Steven W. Smith, Ph.D, provides a practical introduction to Digital Signal Processing. Covering a wide range of topics, this book is an ideal introductory text for those new to DSP, and an excellent reference for more experienced users. Begin today to learn more about this powerful technology! Contents at a Glance FOUNDATIONS Chapter 1. The Breadth and Depth of DSP . . . . . . . . . . . . . . . . . . . 1 Chapter 2. Statistics, Probability and Noise . . . . . . . . . . . . . . . . . . 11 Chapter 3. ADC and DAC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 35 Chapter 4. DSP Software . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 67 FUNDAMENTALS Chapter 5. Linear Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 87 Chapter 6. Convolution . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 107 Chapter 7. Properties of Convolution . . . . . . . . . . . . . . . . . . . . . . . 123 Chapter 8. The Discrete Fourier Transform . . . . . . . . . . . . . . . . . . 141 Chapter 9. Applications of the DFT . . . . . . . . . . . . . . . . . . . . . . . . 169 Chapter 10. Fourier Transform Properties . . . . . . . . . . . . . . . . . . . . 185 Chapter 11. Fourier Transform Pairs . . . . . . . . . . . . . . . . . . . . . . . . 209 Chapter 12. The Fast Fourier Transform . . . . . . . . . . . . . . . . . . . . . . 225 Chapter 13. Continuous Signal Processing . . . . . . . . . . . . . . . . . . . . 243 DIGITAL FILTERS Chapter 14. Introduction to Digital Filters . . . . . . . . . . . . . . . . . . . . 261 Chapter 15. Moving Average Filters . . . . . . . . . . . . . . . . . . . . . . . . . 277 Chapter 16. Windowed-Sinc Filters . . . . . . . . . . . . . . . . . . . . . . . . . 285 Chapter 17. Custom Filters . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 297 Chapter 18. FFT Convolution . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 311 Chapter 19. Recursive Filters . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 319 Chapter 20. Chebyshev Filters . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 333 Chapter 21. Filter Comparison . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 343 APPLICATIONS Chapter 22. Audio Processing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 351 Chapter 23. Image Formation and Display . . . . . . . . . . . . . . . . . . . . 373 Chapter 24. Linear Image Processing . . . . . . . . . . . . . . . . . . . . . . . . 397 Chapter 25. Special Imaging Techniques . . . . . . . . . . . . . . . . . . . . . 423 Chapter 26. Neural Networks (and more!) . . . . . . . . . . . . . . . . . . . . 451 Chapter 27. Data Compression . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 481 Chapter 28. Digital Signal Processors . . . . . . . . . . . . . . . . . . . . . . . 503 Chapter 29. Getting Started with DSPs . . . . . . . . . . . . . . . . . . . . . . . 535 COMPLEX TECHNIQUES Chapter 30. Complex Numbers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 551 Chapter 31. The Complex Fourier Transform . . . . . . . . . . . . . . . . . . 567 Chapter 32. The Laplace Transform . . . . . . . . . . . . . . . . . . . . . . . . . 581 Chapter 33. The z-Transform . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 605 Glossary . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 631 Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 643

Digital Signal Processing is one of the most powerful technologies that will shape science and engineering in the twenty-first century. Revolutionary changes have already been made in a broad range of fields: communications, medical imaging, radar & sonar, high fidelity music reproduction, and oil prospecting, to name just a few. Each of these areas has developed a deep DSP technology, with its own algorithms, mathematics, and specialized techniques. This combination of breath and depth makes it impossible for any one individual to master all of the DSP technology that has been developed. DSP education involves two tasks: learning general concepts that apply to the field as a whole, and learning specialized techniques for your particular area of interest. This chapter starts our journey into the world of Digital Signal Processing by describing the dramatic effect that DSP has made in several diverse fields.

经典的数字信号处理教程，英文版 The Scientist and Engineer's Guide to Digital Signal Processing（Second Edition） by Steven W. Smith

The Scientist and Engineer's Guide to Digital Signal Processing 面向工程的数字信号处理guide,很实用! Contents at a Glance FOUNDATIONS Chapter 1. The Breadth and Depth of DSP . . . . . . . . . . . . . ...

Chapter 26 Neural Networks (and more!).PDF

Chapter 01 The Breadth and Depth of DSP