University of Michigan - Shanghai Jiao Tong University Joint Institute

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Ve 551: Mathematical Methods for Signal Processing


General information

Degree program: Electrical and Computer Engineering
Credit hours: 3 credits
Required/Elective course: Elective
Pre-requisites: Ve 501 Probability and Random Processes.
Terms offered:
Cognizant faculty: Ben Yellen
Potential instructors: Weikang Qian, Ben Yellen
Textbook/Required material:
 

Description

Linear time-invariant systems in continuous time and discrete time. Sampling theory. Fourier analysis. Sample rate conversion. Signal representation in vector spaces. Projection theorem and least-squares approximations. Eigendecompositions and signal subspace methods. Applications in signal processing.