Course 104 – Adaptive Filters

Duration: 3 hrs

Adaptive Filters are digital filters with time-varying coefficients. The coefficients are automatically updated by software and the problem is thereby successively solved. This course introduces the attendess to this important field and contains e.g.:

  • Introduction to Adaptive Filters
  • Adaptive filter problem formulation and classical applications
  • Performance measures e.g. Learning curve, MSE
  • Filter types: LMS, NLMS, RLS, APA
  • Improvements and extensions to adaptive filters