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EC3400:
Digital Signal Processing
Course
Description
Contact:
Prof. Roberto Cristi, Sp
462, tel. (831) 656
2223, rcristi@nps.edu
Text Book: Roberto Cristi, Modern
Digital Signal Processing, Brooks Cole, 2003.
Other References (not required) :
·
Digital Signal
Processing, by Proakis and Manolakis,
Prentice Hall 1996 (third edition);
·
Digital Signal
Processing: A Computer Based Approach by
S.K. Mitra, McGraw Hill, 1998.
Course Content:
Chapter 1: Review of basic linear systems.
·
Fourier Transforms
and related properties (material of EC2400, EC2410, given as a convenience
to the students. This chapter will not be covered in class). If you like,
you can access an online review for Signals and Systems on Blackboard. Send
me an email if you want to enroll.
Chapter 2: Discrete Time Processing of
Continuous Time Signals
·
Digital Filtering of
Continuous Time Signals;
·
Quantization Errors;
Chapter 3: Fourier Analysis of Discrete Time Signals
·
Discrete Time Fourier
Transform (DTFT) and Discrete Fourier Transform (DFT): Definitions and
Properties;
·
DFT for Spectral
Estimation;
·
DFT for Convolution;
·
DFT/DCT (Discrete
Cosine Transform) for Data Compression;
·
The Fast Fourier
Transform (FFT).
Chapter 4: Digital Filters
·
Ideal vs Non Ideal
Filters;
· Finite Impulse Response
(FIR) Digital Filters;
·
Infinite Impulse
Response (IIR) Analog and Digital Filters.
Chapter 6: Multi Rate Digital Signal
Processing: Fundamentals
·
Downsampling, Upsampling
and Samplign Rate Conversion;
·
Multi Stage / Multi
Rate Implementation of Digital Filters;
·
Efficient
Implementation of Multi Rate Systems.
Requirements:
Exams:
three exams (weeks 5,
11, 12)
Computer Projects: seven projects
Grading: 30% each exam, 10% projects.
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