11/22/2015J. M. Sebeson ECET-430 Advanced Digital Signal Processing.
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Transcript of 11/22/2015J. M. Sebeson ECET-430 Advanced Digital Signal Processing.
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04/21/23 J. M. Sebeson
ECET-430
Advanced Digital Signal Processing
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04/21/23 J. M. Sebeson
Important Information
Your professor: John SebesonPhone: (630)-652-8299Email: [email protected] or
[email protected] page: http://jsebeson.webs.comThis course does not use the eCollege
shellOffice hours: see my faculty web page
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04/21/23 J. M. Sebeson
Course Resources Web Page
Course syllabusAssignment calendarLab Exercises Homework coversheetOther important information and files
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04/21/23 J. M. Sebeson
ECET-430 Advanced Digital Signal Processing
A sequel to ECET-350.Covers techniques used in many current
applications of DSP.Assumes concepts learned in ECET-350 (or
EET-350) and familiarity with MATLAB.Lab involves MATLAB computational
exercises Some homework assignments require
MATLAB.
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04/21/23 J. M. Sebeson
Text and other requirements
J. Kronenburger and J. Sebeson, “Analog and Digital Signal Processing: An Integrated Computational Approach with MATLAB,” Thompson Delmar Learning (Cengage Learning), 2008. ISBN 1418041734
Scientific graphing calculator (TI-89 recommended)
MATLAB 7.0 or higher with Signal Processing Toolbox (available on Citrix)
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04/21/23 J. M. Sebeson
Selected ECET-430 Topics
• Review of key DSP concepts• Discrete Fourier analysis of sampled signals• Phase distortion and linear phase filters• Impulse response of ideal filters• Linear-phase FIR filter design
• Windowed ideal response• Sampling method• Optimal Parks-McClellan method
• IIR filter design• Digital oscillators• Notch filters• Analog prototypes by the bilinear transformation
• Multi-rate techniques• Digital anti-aliasing • Decimation and interpolation• Noise power density and sampling• Noise-shaping, delta-sigma quantization
• Correlation and auto-correlation of signals• Adaptive filters• Image processing• Wavelets• Case Studies
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04/21/23 J. M. Sebeson
ECET-430 Lab
Lab consists of 8 MATLAB computational exercises emulating the problems of a typical DSP engineer.
You are expected to complete the lab exercises on your own initiative, just as a DSP engineer would.
Labs are not “cookbook.” You may need to study lecture notes, textbook MATLAB user guides, and MATLAB help documentation to complete them.
Late labs will not receive credit. No labs are dropped.
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04/21/23 J. M. Sebeson
Grading Weights
Homework: 20%Quizzes: 20%Midterm Exam: 20%Final Exam: 20%Lab: 20%
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04/21/23 J. M. Sebeson
Grading Scale
Each element (and the total grade) is based on a point system (rounded to the nearest point) where: 90 to 100 = A (e.g. 89.51=90.0=A) 80 to 89.5 = B (e.g. 89.49 =89.0=B) 70 to 79.5 = C 60 to 69.5 = D Below 60 = F
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04/21/23 J. M. Sebeson
Why Learn DSP With MATLAB?
Digital Signal Processing is the dominant technology today, and into the future, for small-signal electronic systems (i.e., just about everything)
MATLAB has become one of the standard design environments for DSP engineering
Technology students need to be literate and skilled in this environment: knowledgeable in both DSP and MATLAB
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04/21/23 J. M. Sebeson
MATLAB in DSP Product Development
Develop and Test Algorithms in MATLAB
SIMULINK Simulation
Code Composer
DSP Processor Platform
MATLAB + PC = DSP Processor!! (just less efficient)
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04/21/23 J. M. Sebeson
My Background
Education: B. S. Physics, 1969, Michigan State University M. S. Electrical Engineering, 1971, Northwestern University M. S. Materials Science and Engineering, 1973, Northwestern
University Ph.D. Candidacy (ABT) Materials Science, 1978, Northwestern
University Professional Experience: (1969 to Present)
2000 – Present: Professor, ECET, DeVry University 1989 - 2000: Hardware Development Director, Switching and
Access Solutions, Lucent Technologies 1985 - 1989: Head, Computer Engineering Information
Department, AT&T Data Systems Group 1979 - 1985: Technical Manager, Data Switching Product
Engineering Group, Bell Laboratories 1969 - 1979: Member of Technical Staff, Bell Laboratories
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04/21/23 J. M. Sebeson
Areas of R&D
No. 5 Electronic Switching Systemtm
AT&T 3Btm Computers No. 2 Signal Transfer Point Common Channel Signaling (CCIS) 1A Processor (No. 1A ESStm and No. 4 ESStm ) Computer Aided Design Signaling link encryption systems Hybrid integrated circuit fabrication and testing Magnetic bubble memory devices Laser holographic mass memory systems Reliability theory Solid state surface physics Molecular kinetics