BEE 511
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BEE 511 Signal Processing I
Abridged Course Syllabus
BEE 511 provides an introduction to analysis and characterization of digital signals and systems as well as design of digital filters. The course covers time and frequency-domain methods of describing and characterizing discrete-time signals and systems, analysis of LTI systems using convolution, the z-transform and its applications to analysis of LTI systems, techniques for designing FIR and IIR digital filters, and analysis of multi-rate systems. The course will demonstrate the application of MATLAB for analysis and design of discrete-time system. Several homework problems will require simulations using MATLAB.
Major topics of the course are the following:
- Introduction to Discrete Time-Signals and Systems
- Analysis of LTI Systems
- The Z-Transform and its Application to the Analysis of LTI Systems
- Frequency Analysis of LTI Systems
- Discrete Fourier Transform and FFT
- Sampling and Reconstruction of Signals
- Implementation of Discrete-Time Systems
- Design of Digital Filters
- Multi-rate Digital Signal Processing.
Course Learning Goals:
After successfully completing this course, you will be able to
- Describe and characterize discrete-time signals and systems in time-domain.
- Represent discrete-time signals and systems in frequency-domain.
- Use z-transforms for the analysis of discrete-time signals and systems.
- Design FIR and IIR digital filters.
- Analyze systems that include multi-rate processing.
- Use MATLAB for processing of signals and design of digital filters.
Textbook:
- J. Proakis and D. K. Manolakis, “Digital Signal Processing: Principles, Algorithms and Applications”, 4th edition, 2006, Prentice Hall publishing, ISBN-13: 978-0131873742.
Grading Criteria: Your grade for the course will depend upon the following elements:
Component |
Percentage of Final Grade |
Homework |
20% |
Laboratory reports |
20% |
Midterm examination |
30% |
Final examination |
30% |
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