ECE 941 Digital Signal Processing Spring 2011 |
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Assignments
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| Assignment | Date assigned | Due date | Tag |
| Read chapters 1 and 2 completely (these are both overview chapters) and review basic concepts from linear DSP as listed as "prerequisites by topic" in the syllabus. | 01/25/11 | 02/01/11 | |
| Read chapter 3 through (and including) the "Mixture Gaussian Process" section. You can skip "Information Models" if this is in your book. | 02/01/11 | 02/08/11 | |
| Read chapter 4: 4.1 and 4.2 | 02/01/11 | 02/08/11 | |
| Homework #1 | 02/01/11 | 02/08/11 | ece941_a1 |
| Homework #2 | 02/08/11 | 02/15/11 | ece941_a2 |
| Read chapter 5: 5.1-5.3.2 (Baum-Welch), 5.4 (Viterbi) | 02/10/11 | 02/22/11 | |
| Homework #3 | 02/22/11 | 02/22/11 | ece941_a3 |
| Read chapter 6 (Wiener filters) | 02/17/11 | 03/01/11 | |
| Homework #4 | 02/22/11 | 03/01/11 | ece941_a4 |
| Read chapter 7, sections on: sample-adaptive filters, RLS, steepest descent, LMS | 02/24/11 | 03/01/11 | |
| Read chapter 8: 8.1 (LPC), 8.2 (forward, backward, lattice predictors) | 02/24/11 | 03/03/11 | |
| Homework #4b | 03/01/11 | 03/08/11 | ece941_a4b |
| Homework #5 | 03/16/11 | 03/24/11 | ece941_a5 |
| Read chapter 9: 9.1-9.5 | 03/31/11 | 04/05/11 | |
| Read chapter 10 | 03/31/11 | 04/12/11 | |
| Homework #6 | 04/07/11 | 04/14/11 | ece941_a6 |
| Read chapter 12 (sections 12.1, 12.3, 12.4, 12.6) | 04/12/11 | 04/19/11 | |
| Read chapter 13 | 04/12/11 | 04/19/11 | |
| Read chapter 11 | 04/12/11 | 04/21/11 | |
| Homework #7 | 04/14/11 | 04/21/11 | ece941_a7 |
| Read chapter 14 | 04/21/11 | 05/05/11 | |
| Read chapter 15: 15.1 (introduction), 15.5 (blind equalization) | 04/21/11 | 05/05/11 | |
| Homework #8 | 04/21/11 | 05/05/11 | ece941_a8 |
Lecture notes
| Lecture | Lecture date |
| DSP review | 01/25/11 |
| DSP review, probability review | 01/27/11 |
| Probability review, Bayesian estimation | 02/01/11 |
| Bayesian estimation | 02/03/11 |
| Bayesian estimation - influence of prior | 02/08/11 |
| Bayesian estimation - influence of prior and observation | 02/10/11 |
| Bayesian estimation for discrete valued parameters, HW 3 | 02/15/11 |
| Markov models | 02/17/11 |
| Training Markov models | 02/22/11 |
| Wiener filters | 02/24/11 |
| Wiener filters in the frequency domain | 03/01/11 |
| Review | 03/03/11 |
| Adaptive filters | 03/03/11 |
| LMS algorithm | 03/08/11 |
| Linear prediction | 03/31/11 |
| Spectral estimation | 04/05/11 |
| Model-based spectral estimation | 04/07/11 |
| Interpolation (changing sampling rate, polynomial, basis function) | 04/12/11 |
| Interpolation (LSAR, FFT-based) | 04/14/11 |
| Removing impulse noise | 04/19/11 |
| Spectral subtraction, echo cancellation | 04/21/11 |
| Channel equalization | 05/03/11 |
| Final review | 05/05/11 |