Digital signal processing
Course Checklist
edit| Lesson Name | Description |
|---|---|
| 01: Overview of DSP | An introductory explanation of what DSP is, why we use it, and what you can do with it |
| 02: Sampling and Quantization | A comparative look at analog and digital signals in the real world |
| 03: Math | Math. |
Resources
editBooks
edit- Understanding Digital Signal Processing, 2nd edition, Richard G. Lyons, 2004. Free online edition available.
- The Scientist and Engineer's Guide to Digital Signal Processing By Steven W. Smith, Ph.D. Free online version and downloadable PDF chapters.
- Signal Processing for Communications, Paolo Prandoni and Martin Vetterli. Free online edition and PDF.
Two books by Martin Vetterli (EPFL), Jelena Kovacevic (CMU), Vivek K Goyal (MIT). Free PDFs:
A collection of DSP books by Julius O. Smith III, Stanford University:
- Mathematics of Discrete Fourier Transform
- Introduction to Digital Filters
- Physical Audio Signal Processing: for Virtual Musical Instruments and Digital Audio Effects
- Spectral Audio Signal Processing
The Theory and Technique of Electronic Music by Miller Puckette, creator of Pure-Data and Max.
Courses
edit- Coursera: Intro to DSP (four parts), Ecole Polytechnique Federale de Lausanne, Switzerland.
- Digital Signal Processing, MIT, 1987. Archived course. Video lectures, PDF slides, solutions to exercises.
See also
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Type classification: this resource is a course. |
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Educational level: this is a tertiary (university) resource. |
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Subject classification: this is an engineering resource. |
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Completion status: this resource is just getting off the ground. Please feel welcome to help! |