Digital Signal Processing

This page contains resources about Digital Signal Processing in general.

More specific information are included in each subfield.

Subfields and Concepts

See Category:Digital Signal Processing for some of  its subfields.

• Digital Image Processing
• Statistical Digital Signal Processing / Adaptive Signal Processing
  • Signal Modelling
  • Spectral Estimation
  • Adaptive Filtering
  • Optimal Filtering
• Speech Processing
• Signal Reconstruction
• Algorithms
  • Fast Fourier Transform
  • Discrete Hilbert Transform
  • Spectral Peak Location Algorithm
  • Frequency Demodulation Algorithm
  • Stable Goertzel Algorithm
• Time-Frequency Analysis
  • Spectrogram
  • Wavelet Transform
  • Short-time Fourier Transform
  • Gabor Transform
  • Linear Canonical Transform

Online Courses

Video Lectures

• Digital Signal Processing by Coursera
• Digital Signal Processing by Alan V. Oppenheim
• Digital Signal Processing by Prof. S.C. Dutta Roy - NPTEL
• Digital Image Processing by Prof. P.K. Biswas - NPTEL
• ECE 410: Digital Signal Processing I by David Munson and Andrew Singer
• ELEC3104: Digital Signal Processing by E. Ambikairajah

Lecture Notes

• Signal Processing: Continuous and Discrete by Derek Rowell
• EE123: Digital Signal Processing by Michael Lustig
• Signal Processing: Continuous and Discrete by Derek Rowell
• A Mathematical Introduction to Signals and Systems by Andrew D. Lewis

Books

See Further reading for a complete list.

• Tan, L., & Jiang, J. (2013). Digital Signal Processing: Fundamentals and Applications. Academic Press.
• Oppenheim, A. V., & Schafer, R. W. (2010). Discrete-time signal processing. 3rd Ed. Pearson Higher Education.
• Proakis, J. G., & Manolakis, D. G. (2006). Digital Signal Processing. 4th Ed. Pearson Prentice Hall.
• Antoniou, A. (2005). Digital Signal Processing. McGraw-Hill.
• Prandoni, P., & Vetterli, M. (2008). Signal Processing for Communications. CRC Press.
• Smith, S. W. (1999). The Scientist and Engineer's Guide to Digital Signal Processing. California Technical Publishing.
• Cohen, L. (1995). Time-Frequency Analysis. Prentice Hall.

Other Resources

• Digital Signal Processing - Wikibooks
• Seeing Circles, Sines and Signals A (very basic) compact primer on DSP