ECE 513: Vector Space Signal Processing (Spring 2022)
Course Information
Announcements
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Recorded videos of the lectures are available in the media space.
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Slides/classnotes are available from the "Lectures" tab.
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Homework 6 is posted, due 11:59pm Friday, April 15, 2022. (Update: the homework link is updated.)
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Final projects deadlines are updated in Projects
Grading Policy
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Homeworks: 10%
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Exam 1: 25%
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Exam 2: 25%
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Project: 40%
Outline
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Projections in Hilbert space: Hilbert space; projection theorem; normal equations, approximation and Fourier series; pseudoinverse operators, application to extrapolation of bandlimited sequences, and to compressive sensing.
Reading
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Class notes by Bresler, Basu and Couvreur (BBC) - Available on the lectures page.
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Damelin, S., & Miller, Jr, W. (2011). The Mathematics of Signal Processing (Cambridge Texts in Applied Mathematics). Cambridge: Cambridge University Press. doi:10.1017/CBO9781139003896 PDF Link.
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Byrne, C.L. (2014). Signal Processing: A Mathematical Approach, Second Edition. (2nd edition). Chapman and Hall/CRC, https://doi.org/10.1201/b17672 - PDF Link.
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