ECE 513/Index

ECE 513 Vector Space Signal Processing

Time and Place

Instructor

  • Yoram Bresler ybresler@illinois.edu. Office Hours: by appointment

TAs

  • Yanjun Li, yli145@illinois.edu
  • Bihan Wen, bwen3@illinois.edu
  • Office Hours:
    • Tue: 5:00 - 6:00 PM @ ECEB 4034
    • Thu: 5:00 - 6:00 PM @ ECEB 5034

 


ECE 513 (Vector Space Signal Processing) covers mathematical tools in a vector space framework, including: finite and infinite dimensional vector spaces, Hilbert spaces, orthogonal projections, subspace techniques, least-squares methods, matrix decomposition, conditioning and regularizations, bases and frames, the Hilbert space of random variables, random processes, iterative methods; applications in signal processing, including inverse problems, filter design, sampling, interpolation, sensor array processing, signal and spectral estimation, sparse approximation and compressed sensing. Course Information: Prerequisite: ECE 310, ECE 313, and Math 415.