/Equalizer

Performance Evaluation of Adaptive Equalizers such as MAP EQ, MLSE EQ, Adaptive MMSE EQ (LMS), Kalman FIlter (RLS)

Primary LanguageC++

Adaptive Equalizer Performance Evaluation

  • MAP Equalizer (BCJR Algorithm)
  • MLSE Equalizer (Maximum Likelihood Sequence Estimator, Soft Output Viterbi Algorithm)
  • Adaptive MMSE Equalizer: Least Mean Square (LMS) Algorithm
  • Adaptive MMSE Equalizer (Kalman Filter): Recursive Least Squares (RLS) Algorithm
  • ISI Channel: Channel impulse response {0.407, 0.815, 0.407}
  • Fading Channel: 3-path Rayleigh fading channel with equal strength (Jakes Model)

Performance Evaluation

BCJR Algorithm in ISI channel MLSE EQ in ISI channel RLS in Rayleigh fading channel Learning curve of LMS Learning curve of RLS Learning curve of RLS Learning curve of RLS