Digital Signal Processing and Analysis

Artificial Intelligence & Information Analysis

DESCRIPTION

Digital signals are ubiquitous and have many applications in several disciplines:

  1. Digital Media, Social Media (music, voice signals),
  2. Biomedical Signal Analysis and Diagnosis,
  3. Bioinformatics
  4. Autonomous cars, drones, marine vessels, robots
  5. Big Data Analytics,
  6. Internet and Communications (music broadcasting, streaming).
  7. Scientific signal acquisition of any sort, e.g., Environment Sensing, Geophysical Prospecting.

This CVML Web Module focuses on Digital Signal Processing and Analysis and their applications. Digital filter design will be presented first, followed by Digital Filter Structures. Error analysis in digital filters is important in many applications. Adaptive Digital Filters are also presented, as they play an important role in Autonomous Systems. Spectral Signal Analysis is important for  power spectrum estimation.

LECTURE LIST

  1. Adaptive Digital Filters
  2. Digital Filter Structures
  3. Error Analysis in Digital Filters
  4. FIR Filter Design
  5. Spectral Signal Analysis