EE 524
Digital Signal Processing
Fall 2008
Time and Place: MWF 10-10:50, 1344 Howe Hall
- Instructor: Aleksandar Dogandzic
- Room: 3119 Coover
- E-mail: ald(at)iastate.edu
- Office hours: W F 2-3
- Prerequisites: EE 322, EE 424 (which
includes the knowledge of Matlab), and
knowledge of linear algebra, or consent of the instructor.
- Textbook: J.G. Proakis and D.G. Manolakis (P & M),
Digital Signal Processing: Principles, Algorithms
and Applications,
4th ed., Pearson Prentice Hall, 2007.
- Reference books:
-
T. Kailath, A.H. Sayed, and B. Hassibi (K & S & H),
Linear Estmation,
Prentice-Hall, 2000.
-
A.V. Oppenheim, R.W. Schafer, and J.R. Buck,
Discrete-Time Signal Processing, 2nd ed., Prentice Hall, 1999.
- M.H. Hayes, Statistical Digital Signal
Processing and Modeling, Wiley, 1996.
- Grading: (tentative)
- 30% Homework assignments,
- 40% Midterm examinations,
- 30% Final examination.
- Outline (tentative):
- A thorough review of
the first 6 chapters of P & M:
- Introduction,
- Discrete-time signals and systems, Z
transform,
- Frequency analysis of signals and LTI systems,
-
Sampling and reconstruction of signals,
- Linear transforms and
wavelets,
-
Sampling sparse signals,
- Multirate digital signal processing
(Chapter 11 in P & M),
- Random signals and matrix algebra for signal description,
- Optimal linear filtering and prediction (along the lines of
K & S & H and Chapter 12 in Proakis and Manolakis),
- Introduction to adaptive filtering
(parts of Chapter 13).
Handouts:
- Syllabus
- Lecture handout
-
Sparse sampling of signal innovations: Theory, algorithms, and performance bounds, by Blu et al
- Multirate signal processing modules in Connexions
- Multirate digital filters,
filter banks, polyphase networks, and applications: A tutorial, by P.P. Vaidyanathan
- Wavelets, approximation, and compression, by M. Vetterli
- Review of Linear Algebra
Homework assignments:
HW
Announcements:
Midterm Exam I: October 15 in 20 Howe
Hall at 9:30 am
No class on October 27th and 29th. These lectures will be recorded on
October 20th and 22nd 11-12 in 1242 Howe Hall.