| Time |
Topics |
Reading Materials |
Week 1:
8/25 - 8/29 |
Overview of Digital Signal Processing and Its Applications
Review of Basic Signal Processing Concepts |
Manolakis, Chp 1-7 |
Week 2:
9/1 - 9/5 |
No class 9/1 (Labor Day)
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:
9/8 - 9/13 |
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:
9/15 - 9/19 |
Linear Predictive Modelling
Multichannel Sampling by Papoulis |
Tutorial by Makhoul pdf
Paper by Papoulis pdf |
Week 5:
9/22 - 9/26 |
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:
9/29 - 10/3 |
Midterm 1 (Tuesday, 9/30)
No class Tuesday
Noble Identities and Polyphase Representation
Multi-rate Digital Filter Bank |
Proakis, Chp 11.5-11.8
Lecture Notes 38 |
Week 7:
10/6 - 10/10 |
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:
10/13 - 10/17 |
Time-frequency analysis and Uncertainty |
Vetterli, Wavelets, Chp 2 |
Week 9:
10/20 - 10/24 |
Window Fourier transform (STFT and Wavelet Transform)
Wavelet Transform |
Vetterli, Wavelets Chp 3-4
Tutorial Wavelet pdf
Tutorial STFT pdf |
Week 10:
10/27- 10/31 |
Harr wavelet Design and Daubechies wavelets
Random Signal Introduction |
Vetterli, Wavelets, Chp 4 |
Week 11:
11/3 - 11/7 |
ARMR Model
Yule-Walker Equation (Augmented Normal Equation) |
|
Week 12:
11/10 - 11/14 |
Midterm 2 (Tuesday, 11/11)
No class Tuesday
Levinson-Durbin Algorithm
Relationship between Levinson-Durbin and Lattice Structure |
|
Week 13:
11/17 - 11/21 |
Direct Form I, Direct Form II and Lattice Form
Optimal Forward / Backward Linear Prediction
Adaptive Filtering: Wiener Filter and Its Applications |
|
Fall Break:
11/24 - 11/28 |
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|
Week 15:
12/1 - 12/5 |
LMS Algorithm by Bernard Widrow
SVD-Based Linear Predictive Modelling |
|
Week 16:
12/8 - 12/12 |
SVD and Stability Analysis, ICA, PCA, CCA
No class Thursday |
|
Final Exam:
12/15 - 12/18 |
Final Exam (Tuesday, 12/16, 8:00am-11:00am) |
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