About
The goals for the course are to gain a facility with using the Fourier transform, both specific techniques and general principles, and learning to recognize when, why, and how it is used. Together with a great variety, the subject also has a great coherence, and the hope is students come to appreciate both.
Topics include: *The Fourier transform as a tool for solving physical problems. *Fourier series, the Fourier transform of continuous and discrete signals and its properties. *The Dirac delta, distributions, and generalized transforms. *Convolutions and correlations and applications; probability distributions, sampling theory, filters, and analysis of linear systems. *The discrete Fourier transform and the FFT algorithm. *Multidimensional Fourier transform and use in imaging. *Further applications to optics, crystallography. *Emphasis is on relating the theoretical principles to solving practical engineering and science problems.
Course Homepage: [[http://see.stanford.edu/see/courseinfo.aspx?coll=84d174c2-d74f-493d-92ae-c3f45c0ee091]]
Course features at Stanford Engineering Everywhere page: *The Fourier Transform and its Applications *Lectures *Syllabus *Handouts *Assignments *Exams
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Uploaded videos:
Lecture 1: Previous Knowledge Recommended (Matlab)
May 21, 2010
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13550 Views
Lecture 2: Periodicity; How Sine And Cosine Can Be Used To Model More Complex Fu...
May 21, 2010
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Lecture 3: Summary Of Previous Lecture (Analyzing General Periodic Phenomena As ...
May 21, 2010
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Lecture 4: Wrapping Up Fourier Series; Making Sense Of Infinite Sums And Converg...
May 21, 2010
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3505 Views
Lecture 5: Continued Discussion Of Fourier Series And The Heat Equation
May 21, 2010
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Lecture 6: Correction To Heat Equation Discussion
May 21, 2010
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Lecture 7: Review Of Fourier Transform (And Inverse) Definitions
May 21, 2010
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Lecture 8: Effect On Fourier Transform Of Shifting A Signal
May 21, 2010
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Lecture 9: Continuing Convolution: Review Of The Formula
May 21, 2010
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2791 Views
Lecture 10: Central Limit Theorem And Convolution; Main Idea
May 21, 2010
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5088 Views
Lecture 11: Correction To The End Of The CLT Proof
May 21, 2010
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2648 Views
Lecture 12: Cop Story
May 21, 2010
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Lecture 13: Setting Up The Fourier Transform Of A Distribution
May 21, 2010
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Lecture 14: Derivative Of A Distribution
May 21, 2010
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Lecture 15: Application Of The Fourier Transform: Diffraction: Setup
May 21, 2010
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Lecture 16: More On Results From Last Lecture (Diffraction Patterns And The Four...
May 21, 2010
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2611 Views
Lecture 17: Review Of Main Properties Of The Shah Function
May 21, 2010
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2986 Views
Lecture 18: Review Of Sampling And Interpolation Results
May 21, 2010
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Lecture 19: Aliasing Demonstration With Music
May 21, 2010
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Lecture 20: Review: Definition Of The DFT
May 21, 2010
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Lecture 21: Review Of Basic DFT Definitions
May 21, 2010
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Lecture 22: FFT Algorithm: Setup: DFT Matrix Notation
May 21, 2010
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Lecture 23: Linear Systems: Basic Definitions
May 21, 2010
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Lecture 24: Review Of Last Lecture: Discrete V. Continuous Linear Systems
May 21, 2010
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Lecture 25: Review Of Last Lecture: LTI Systems And Convolution
May 21, 2010
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Lecture 26: Approaching The Higher Dimensional Fourier Transform
May 21, 2010
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Lecture 27: Higher Dimensional Fourier Transforms- Review
May 21, 2010
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Lecture 28: Shift Theorem In Higher Dimensions
May 21, 2010
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Lecture 29: Shahs
May 21, 2010
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Lecture 30: Tips For Filling Out Evals
Jul 01, 2010
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2666 Views