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Course Detail

Course Name Signal Processing with LA & Optimization and Probability theory
Course Code 24AIM231
Program B.Tech. Artificial Intelligence (AI) and Data Science (Medical Engineering)
Semester III
Credits 4
Campus Coimbatore

Summary

CO: The student should be able to apply mathematical principles for signal processing.

Least Squares with Examples in Signal Processing
Polynomial approximation, Linear prediction, Smoothing, Deconvolution, System identification, Estimating missing data, Speech de-clipping

References

  1. https://eeweb.engineering.nyu.edu/iselesni/software/index.html
  2. https://eeweb.engineering.nyu.edu/iselesni/lecture_notes/least_squares/index.html
  3. https://eeweb.engineering.nyu.edu/iselesni/lecture_notes/sparsity_intro/sparse_SP_intro.pdf
  4. https://eeweb.engineering.nyu.edu/iselesni/lecture_notes/TVDmm/index.html

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