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EE123: Digital Signal Processing
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THIS IS THE Spring, 2015 PAGE
THIS IS THE Spring, 2015 PAGE
THIS IS THE Spring, 2015 PAGE
THIS IS THE Spring, 2015 PAGE
THIS IS THE Spring, 2015 PAGE
Link to sp 2016
Course Description
Catalog Description: (4 units) Discrete time signals and systems: Fourier and Z transforms, DFT, 2-dimensional versions. Digital signal processing topics: flow graphs, realizations, FFT, quantization effects, linear prediction. Digital filter design methods: windowing, frequency sampling, S-to-Z methods, frequency-transformation methods, optimization methods, 2-dimensional filter design.
Prerequisites: EECS 120, or instructor permission.
Course objectives: To develop skills for analyzing and synthesizing algorithms and systems that process discrete time signals, with emphasis on realization and implementation.
Why should you care? Digital signal processing is one of the most important and useful tools an electrical engineer could have. It impacts all modern aspects of life and sciences; from communication, entertainment to health and economics.
Instructor
Office Hours
GSIs
Class Time and Location
GSI Section
Text
″Discrete Time Signal Processing,″ by A.V. Oppenheim and R.W. Schafer, Prentice Hall, Third Edition. Book Store Link
Additional Material
“Wavelets and Subband Coding” By Martin Vetterli and Jelena Kovacevic. Freely available here.
“Foundation of Signal Processing” and “Fourier and Wavelet Signal Processing” By Martin Vetterli, Jelena Kovacevic and Vivek Goyal version freely available Here
Technician Ham Radio License Manual 21$ Amazon
Continued from last year - HAM radio and Software Defined Radio Labs and Project
It was discovered by Eric Fry that DVB-T dongles based on the Realtek RTL2832U can be used as cheap Software Defined Radios (SDR). Basically the chip allows the transfer of raw samples to a host computer. The samples can then be used to digitally demodulate and process almost anything that is transmitted between 27-1700Mhz!
Several homeworks/Labs will use the SDR. Each student in the class will receive a dongle and will be able to experiment with its capabilities. The final project will also be based on SDR. Several possibilities are writing an FM receiver, digital radio receiver, Police scanner, GPS receiver, NOAA weather alert receiver or satelite imagery and more.
In addition, each student will get a Baofeng UV-5r hand held radio. This will be used in Labs and the final project in the class. Every student in the class will take a HAM radio licensing exam, and be licensed by the FCC to operate the radios.
Tentative Course outline:
A list of the topics that will be covered is given Here, in the order that they will be covered This may change based on time.
Review of discrete-time signals and systems, Discrete-Time Fourier Transform (DTFT), z-Transform (Chapters 2 and 3); digital filter structures (Chapter 6)
Discrete Fourier Transform (DFT) and Fast Fourier Transform (FFT) (Chapters 8 and 9)
Sampling and quantization, finite word length effects (Chapters 4 and 6)
Frequency response of LTI systems (Chapter 5) and filter design techniques (Chapter 7)
Grading:
Homework: (Weekly) 12%
Labs: 16%
Midterm 1: (18%)
Midterm 2: (18%)
Midterm 3: (18%)
Project: (18%)
Homework Instruction:
Weekly assignments consisting of problem sets. In addition there
will be about 4-6 laboratories consisting of programming using
ipython
notebook.
Homework will be assigned each Friday and due the next Friday 11:59pm.
Homework submission will be in digital form through
b-space. Filename convention is FirstName_LastName_HW01_sol.pdf and FirstName_LastName_LAB00_sol.ipynb. You are encouraged to typeset the homework. Here's a template Miki_Lustig_hw01_sol.tex that produces this output after compilation. Scanners are available in the instructional lab.
No late hw without prior concent from the instructor. B-space submission is time-stamped!
Project:
Labs:
Homework:
Howework 1 can be downloaded from here.
Very interesting article on the Savitzky-Golay
filter.
Due January 30th
Homework 2 can be downloaded from Here.
Due February 6th
Homework 3 can be downloaded from Here.
Due February 13th
Homework 4 (Optional) can be downloaded from Here.
If you choose to submit, this is due February 17th
Homework 5 can be downloaded from Here.
Due March 6th
Homework 6 can be downloaded from Here.
Due March 13th
Homework 7 can be downloaded from Here.
Due March 20th
Homework 8 (Optional) can be downloaded from Here, HTML view-only.
Due April 17th
Homework 9 can be downloaded from Here.
Due April 17th
Homework 10 can be downloaded from Here.
Due April 27th
Lecture Notes: Webcast: Here
Lecture Notes for 01/21/15 Introduction can be downloaded from here
Lecture Notes for 01/23/15 D.T. Systems can be downloaded from here, Read OS, Ch. 2, 2.0-2.5
link to This American Life episode Here
Lecture Notes for 01/26/15 Discrete Time Fourier Transform, can be downloaded from here, Read OS, Ch. 2, 2.6-2.9
Lecture Notes for 01/28/15 z-Transform, can be downloaded from here, Read OS, Ch. 3
Lecture Notes for 01/30/15 DFT, can be downloaded from here, Read OS, Ch. 8.0-8.7
Lecture Notes for 02/02/15, DFT properties and convolution, can be downloaded in Color, Print, 6up Read OS, Ch. 8.0-8.7
Lecture Notes for 02/06/15, DFT Convolution and FFT, can be downloaded in Color, Print, 6up. Read OS, Ch. 9
Lecture Notes for 02/08/15, FFT, can be downloaded in Color, Print, 6up. Read OS, ch 10.1-10.2
Lecture Notes for 02/11/15, Spectral Analysis using DFT, can be downloaded in Color, Print, 6up
iPython notebook about windowing Here
Lecture Notes for 02/13/15, the Short-Time Discrete Fourier Transform, can be downloaded in Color, print, 6up
Lecture Notes for 02/18/15, notes on lab1, can be downloaded from here
Lecture Notes for 02/23/15, Introduction to Wavelets, can be downloaded in Color, Print and 6up
Notes on frequency tiling by Prof. Gastpar Here
Lecture Notes for 02/25/15, Discrete-Time Wavelets, can be downloaded in Color, Print and 6up
Lecture Notes for 02/27/15, Sampling, can be downloaded in Color, Print and 6up. Read OS, Ch. 4.0-4.3
Lecture Notes for 03/02/15, Sampling cont. and downsampling, can be downloaded in Color, Print and 6up. Read OS Ch. 4.4-4.5
Lecture Notes for 03/04/15, resampling, can be downloaded in Color, Print, 6up. Read OS Ch 4.6-4.7
Lecture Notes for 03/06/15, lab III and polyphase decomposition, can be downloaded in Color, Print, 6up. Read OS Ch 4.7
Lecture Notes for 03/09/15, Filter Banks, can be downloaded in Color, Print and 6up. Read OS Ch 4.7
Lecture Notes for 03/11/15, Practical DAC/ADC, can be downloaded in Color, Print and 6up. Read OS Ch 4.7, 4.8 Noise shaping not covered
Lecture Notes for 03/13/15, 2D Signals and 2D FT, can be downloaded in Color, Print, 6up
Lecture Notes for 03/16/15, Tomography, can be downloaded in Color, Print, 6up
Lecture Notes for 03/18/15, Lab 4 overview and intro to Compressed Sensing, can be downloaded in Color, Print, 6up
Lecture Notes for 03/20/15, Intro to Compressed Sensing II, can be downloaded in Color, Print, 6up
Lecture Notes for 03/30/15, Intro to Compressed Sensing III, can be downloaded in Color, Print, 6up
Lustig et. al, Compressed Sensing MRI, PDF
Davenport et. al, Introduction to Compressed Sensing, Link
Lecture Notes for 04/01/15, FIR Filter Design, can be downloaded in Color, Print, 6up Read OS, Ch. 7.0-7.1,7.5,7.6(optional)
Lecture Notes for 04/06/15, Optimal Filter Design, can be downloaded in Color, Print, 6up Read OS, Ch. 7.0-7.1,7.5,7.6(optional)
Lecture Notes for 04/08/15, Transform Analysis of LTI Systems, can be downloaded in Color Read OS, Ch. 5.0-5.3
Lecture Notes for 04/10/15, Phase Response of LTI systems, can be downloaded in Color Read OS, Ch. 5.3-5.5
Lecture Notes for 04/13/15, Minimum Phase Systems, can be downloaded in Color Read OS, Ch. 5.6
Lecture Notes for 04/15/15, Lab 6, can be downloaded in Color
Lecture Notes for 04/17/15, Project and Linear Phase Systems, can be downloaded in Color Read OS, Ch. 5.7-5.8
Notes on negative group delay
Lecture Notes for 04/20/15, Lab 6 Part B, can be downloaded in Color
Lecture Notes for 04/27/15, Overview and What's next, can be downloaded in Color
Lecture Recording for 04/29/15, Hacking the Wireless World with Software Defined Radioes by Balint Seeber, Here
Section Notes:
Section Notes for 01/21/2015 iPython tutorial can be downloaded from Here
Section Notes for 01/28/2015 LTI systems, can be downloaded from Here
Section Notes for 02/04/2015 Z transform, can be downloaded from
here
Section Notes for 02/11/2015 DFT, can be downloaded from
here
Section Notes for 02/18/2015 Midterm Review, can be downloaded from bCourses.
Section Notes for 02/25/2015 Wavelet, can be downloaded from
here
Section Notes for 03/3/2015 Sampling, can be downloaded from
here
Section Notes for 03/11/2015 Downsampling/Polyphase, can be downloaded from
here
Section Notes for 03/18/2015 2D DSP, can be downloaded from
here
Section Notes for 4/1/2015 Midterm 2 Review, can be downloaded from
here
Section Notes for 4/8/2015 Pole-zero diagrams and the z-transform, can be downloaded from
here
Section Notes for 4/15/2015 System analysis using the Z-transform, can be downloaded from
here
Section Notes for 4/22/2015 Filter design and analysis problems, can be downloaded from
here
Section Notes for 4/29/2015 Midterm 3 Review, can be downloaded from
here
Announcements:
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