Implementation of different algorithms for adaptive filtering tested with two problems:
- Non linear channel equalization.
- Lorenz Oscillator
Progress:
- Least Mean Square
- Kernel Least Mean Square
- Quantized Kernel Least Mean Square
- Affine projection algorithms 1
- Affine projection algorithms 2
- Affine projection algorithms 3
- Affine projection algorithms 4
- Kernel Affine projection algorithms 1
- Kernel Affine projection algorithms 2
- Kernel Affine projection algorithms 3
- Kernel Affine projection algorithms 4
- Recursive Least Mean Square (untested)
- Kernel Recursive Least Mean Square
- Crossentropy - KLMS
All the implementations are based on the book "KERNEL ADAPTIVE FILTERING: A Comprehensive Introduction"