ECE 513/Index

ECE 513 Vector Space Signal Processing

Time and Place

Instructor

  • Zhizhen Zhao,zhizhenz@illinois.edu.
  • Office Hours:
    • Mon: 5:00 - 6:00 PM @CSL 109

TA

  • Mona Zehni, mzehni2@illinois.edu.
  • Office Hours:
    • Tue: 5:00 - 6:00 PM @ ECEB 5034

Syllabus:


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.