ECE 513: Vector Space Signal Processing (Spring 2024)
Course Information
Lectures: Tuesdays-Thursdays, 9:30-10:50 AM, ECEB 3015.
Instructor: Prof. Minh N. Do.
Teaching Assistant: Renán A. Rojas-Gómez.
Resources
Grading Policy
Gradescope code: YDNXVY.
-
Homeworks: 25%
-
Exam 1: 25%
-
Exam 2: 25%
-
Project: 25%
Outline
-
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
-
Class notes by Bresler, Basu and Couvreur (BBC) - Available on the lectures page.
-
S. Axler, Linear Algebra Done Right (4th edition), Springer. PDF Link.
-
S. Damelin and W. Miller, Jr, The Mathematics of Signal Processing, Cambridge University Press. PDF Link.
-
C.L. Byrne, Signal Processing: A Mathematical Approach, (2nd edition). Chapman and Hall/CRC. PDF Link.
|