5 Summary of Nonlinear Adaptive Algorithms

Functions implementing nonlinear adaptive filters are summarized in Table 3.9. The initialization functions for those algorithms are summarized in Table 3.10. Each of the two tables includes a short description of each function and a pointer to the function reference section.

Table 3.9: Functions implementing nonlinear adaptive filters.

Function Name	Reference	Short Description
asptsovlms	8.1	Second Order Volterra LMS and several of its variants.
asptsovnlms	8.2	Second Order Volterra Normalized LMS algorithm.
asptsovrls	8.3	Second Order Volterra RLS algorithm.
asptsovtdlms	8.4	Second Order Volterra Transform domain LMS algorithm.
asptsovvsslms	8.5	Second Order Volterra Variable Step Size LMS algorithm.

Table 3.10: Functions for creating and initializing nonlinear adaptive filters.

Function Name	Reference	Short Description
init_ sovlms	8.6	Initialize Second Order Volterra LMS.
init_ sovnlms	8.7	Initialize Second Order Volterra NLMS.
init_ sovrls	8.8	Initialize Second Order Volterra RLS.
init_ sovtdlms	8.9	Initialize Second Order Volterra Transform domain LMS.
init_ sovvsslms	8.10	Initialize Second Order Volterra Variable Step Size LMS.