EE 351M Digital Signal Processing [Fall 2025]

Lectures: Tue/Thu 12:30pm-2pm, ECJ 1.306

Office hours: Tue 2-3pm, Thu 10-11am

Teaching Assistant: Usman Akram (usman.akram@austin.utexas.edu)

Textbook: Oppenheim, Schafer and Buck, Discrete-Time Signal Processing, Prentice-Hall, 3rd edition, 2010, ISBN 0-13-198842-5.

Homework policy: There will be roughly weekly homework assignments. Homeworks are to be submitted at the beginning of the class when they are due. You may discuss homework problems with other students, but must submit your own independent solution. For each student, the lowest homework score will not count towards the total homework score. Late homework assignments will not be accepted.

Prerequisite: EE313 Linear Systems and Signals, with a grade of at least C.

Co/pre-requisite: EE351K Probability and Random Processes.

Course topics: Sampling, aliasing, truncation effects; discrete and fast Fourier transform methods; convolution and deconvolution; finite and infinite impulse response filter design methods; Wiener, Kalman, noncausal, linear phase, median, and prediction filters; and spectral estimation.

Course outline (tentative):

  • Review of discrete-time signals and systems
  • Analysis of linear time-invariant systems
  • Discrete-time Fourier transform (DTFT)
  • z-transform, inverse z-transform, and system analysis applications
  • Sampling and digital processing of continuous-time signals
  • Discrete Fourier transform (DFT)
  • Fast Fourier transform (FFT)
  • Analysis of signals using the DFT
  • Filter design techniques
  • Adaptive filtering (LMS algorithm) and a bridge to ML (single and multi-layer perceptrons)
  • Discrete-time random signals
  • Wiener and Kalman filters


Notice for students with disabilities

Students with disabilities may request appropriate academic accommodations from the Division of Diversity and Community Engagement, Services for Students with Disabilities, 471-6259, http://www.utexas.edu/diversity/ddce/ssd/.

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  2. Exit in an orderly fashion and assemble outside.
  3. Do not re-enter a building unless given instructions by emergency personnel.