ECE 420 - Signals and Linear Systems
Analysis of continuous- and discrete-time linear systems based upon convolution integral, Fourier series and Fourier transforms, linear differential/difference equations, Laplace transform, and z-transform. Topics include pulse/impulse response, frequency response, transfer functions, sampling, and example applications in communications and control.
Prerequisite: ECE 320.
Textbook
E. W. Kamen, B. S. Heck, Fundamentals of Signals and Systems, Prentice Hall 2000, ISBN 0-13-017293-6
Reference
R. D. Strum, D. E. Kirk, Contemporary Linear Systems, BrooksCole 2000, ISBN 0-534-37172-8 (for additional reading, especially MATLAB illustrations)
B. P. Lathi, Signal Processing & Linear Systems, Berkeley Cambridge Press, 1998, ISBN 0-941413-35-7
Solved problems for most sections
| TOPIC |
SOURCE |
CLASSES |
HELPFUL LINKS |
| Introduction to MATLAB |
Kamen-Heck Tutorial |
2-3 |
MIT Signals and Systems Course MATLAB Tutorial Other Tutorials |
| Introduction to continuous-time (CT) and discrete-time (DT) signals |
Ch. 1 |
2 |
Interesting sound & images site |
| Introduction to systems |
Ch. 1 |
1-2 |
|
| CT and DT systems analysis using differential and difference equations |
Ch. 2.1-4 |
2 |
Modified Example 2.3 M-file for solving Difference Equation of N-th Order |
| Unit pulse response (for DT), unit impulse response (for CT), convolution integral |
Ch. 3.1-5 |
2 |
DT and CT demos |
| Fourier series |
Ch. 4.1-2 |
2 |
DT and CT demos |
| Fourier transform |
Ch. 4.3-5 |
2 |
|
| Frequency-domain analysis of systems, frequency response |
Ch. 5.1-4 |
2.5 |
DT and CT demos |
| Sampling, Nyquist rate, aliasing |
Ch. 5.5 |
1 |
|
| Fourier analysis of DT signals and systems |
Ch. 7.1-2,4 |
3 |
We replaced this part with discussion of AM, PM and FM signals, will come back to it if time permits |
| Laplace transform and transfer function concept, relation to unit impulse response |
Ch. 8.1-5 |
2 |
Compacted coverage of LT since this material has been known from other subjects |
| Transfer function for system characterization, system eigenvalues (poles), more on frequency response, Bode plots, intro to root loci |
Ch. 9.1,4,5 parts of Ch. 10 |
2 |
|
| Z-transform for DT systems |
Ch. 11 |
2.5 |
|
| Three quizzes (each 18% of the total grade) |
|
3 |
Closed books, notes |
Homework
Assigned weekly, usually on Thursdays, due the following Thursday unless otherwise posted.
Final Exam
Regular Exam (theory): 24% Take-home exam administered late during semester and due at Regular Exam time: 12% Total for Final is 36%
Grading
Three quizzes total 3 x 18=54%, Homework 10%, Final Exam 36%
MATLAB Availability
(1) homer.louisville.edu, campus-wIde (very limited toolboxes only, and license problems reported at various times)
(2) PC cluster in WSS225 Lab, Windows-based
(3) WS221 (VLSI Lab) Unix Cluster
[both (2) and (3) are special suites including Toolboxes purchased for this class],
(4) Student version available for purchase, inexpensive
| Date Assigned |
Assignment |
Comments |
| Jan 8 |
Homework 1 |
Review, due Jan 11, 4:30pm |
| Jan 14 |
1.3i, 1.4bce, 1.7abFigsa,b, 1.10ce, 1.14a |
Due Jan 18, 4:30pm |
| Jan 17 |
1.16ac, 1.22ab, 1.24, 1.25, 1.34a-e |
Due Jan 25, 4:30pm |
| Jan 24 |
2.1a, 2.13a, 2.21b, 3.1 ab, 3.4, 3.5ad |
Due Fri Feb 1, 4:30pm |
| Jan 31 |
3.16bde (graph. and analyt.), 4.4, 4.7cd |
Due Fri Feb 15, 4:30pm |
| Feb 7 |
4.6ab (i),(ii) only Figs ab, 4.13ef |
Due Fri Feb 22, 4:30pm |
| Feb 21 |
4.15acd, 4.16b (use MATLAB to plot), 4.18c |
Due Fri Mar 1, 4:30pm |
| Feb 28 |
5.1, 5.3, 5.25 |
Due Fri Mar 8, 4:30pm |
| Mar 7 |
5.31, 5.32 |
Due Fri Mar 22, 4:30pm |
| Mar 21 |
8.1abce, 8.10abde, 8.14 ad |
Due Fri Mar 29, 4:30pm |
| Mar 28 |
8.30a, 8.34, 9.10 (no iv, and no separation of steady-state from transients) |
Due Thu Apr 4, 4:30pm |
| Apr 11 |
9.35 ad, 11.3 abc, 11.14 |
Due Fri Apr 19, 4:30pm |
|