| Time |
Topics |
Reading Materials |
Week 1:
8/24 - 8/28 |
Overview of Digital Signal Processing and Its Applications
Review of Basic Signal Processing Concepts |
Manolakis, Chp 1-7 |
Week 2:
8/31 - 9/4 |
All-Pass Systems and Minimum-Phase Systems
Group Delay and Minimum Energy Delay |
Proakis, Chp 5.4-5.5
Oppenheim, Chp 5
Lecture Notes 4-6
Tutorial by P. Kabal pdf |
Week 3:
9/7 - 9/12 |
No class 9/7 (Labor Day)
Signal Modelling and System Identification
Pade's, Prony's, Shank's |
Oppenheim, Chp 7
Hayes, Chp 4.1-4.4
Lecture Notes 13-18
Tutorial by Hayes pdf |
Week 4:
9/14 - 9/18 |
Linear Predictive Modelling
Multichannel Sampling by Papoulis |
Tutorial by Makhoul pdf
Paper by Papoulis pdf |
Week 5:
9/21 - 9/25 |
Digital Rate Conversion
Multi-rate Signal Processing
|
Manolakis, Chp 12.1-12.3
Proakis, Chp 11.1-11.4
Lecture Notes 36-37
Tutorial pdf |
Week 6:
9/28 - 10/2 |
Midterm 1 (Tuesday, 9/29)
No class Tuesday
Noble Identities and Polyphase Representation
Multi-rate Digital Filter Bank |
Proakis, Chp 11.5-11.8
Lecture Notes 38 |
Week 7:
10/5 - 10/9 |
2-Channel Multi-rate Filter Bank
Quadrature Mirror Filters (QMF)
Conjugate Quadrature Filters (CQF) |
Manolakis, Chp 12.4-12.5
Proakis, Chp 11.10-11.12
Lecture Notes 39 |
Week 8:
10/12 - 10/16 |
Time-frequency analysis and Uncertainty |
Vetterli, Wavelets, Chp 2 |
Week 9:
10/19 - 10/23 |
Window Fourier transform (STFT and Wavelet Transform)
Wavelet Transform |
Vetterli, Wavelets Chp 3-4
Tutorial Wavelet pdf
Tutorial STFT pdf |
Week 10:
10/26- 10/30 |
Harr wavelet Design and Daubechies wavelets
Random Signal Introduction |
Vetterli, Wavelets, Chp 4
Proakis, Chp 12.1
Random Processes pdf 1/pdf 2 |
Week 11:
11/2 - 11/6 |
ARMR Model
Yule-Walker Equation (Augmented Normal Equation) |
Proakis, Chp 14.3
Hayes, Chp 4.7
Lecture Notes 25
ARMA pdf, Y-W pdf |
Week 12:
11/9 - 11/13 |
Midterm 2 (Tuesday, 11/10)
No class Tuesday
Levinson-Durbin Algorithm
Relationship between Levinson-Durbin and Lattice Structure |
Proakis, Chp 12.4
Hayes, Chp 5 |
Week 13:
11/16 - 11/20 |
Direct Form I, Direct Form II and Lattice Form
Optimal Forward / Backward Linear Prediction
Adaptive Filtering: Wiener Filter and Its Applications |
Proakis, Chp 12.3-12.7
Hayes, Chp 7
Lecture Notes 26-27 |
Fall Break:
11/23 - 11/27 |
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Week 15:
11/30 - 12/4 |
LMS Algorithm by Bernard Widrow
SVD-Based Linear Predictive Modelling |
Proakis, Chp 13.1-13.2
Lecture Notes 28-30 |
Week 16:
12/7 - 12/11 |
SVD and Stability Analysis, ICA, PCA, CCA
No class Thursday |
ICA pdf, PCA pdf, CCA pdf |
Final Exam:
12/14 - 12/18 |
Final Exam (Tuesday, 12/15, 8:00am-11:00am) |
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