Title :
The Statistical Behavior of Phase Error for Deficient-Order Secondary Path Modeling
Author :
Wu, Ming ; Qiu, Xiaojun ; Chen, Guoyue
Author_Institution :
Nanjing Univ., Nanjing
fDate :
6/30/1905 12:00:00 AM
Abstract :
When implementing active noise control (ANC) systems, the filtered-x LMS (FXLMS) algorithm is often used, where the secondary path transfer function between the output of the adaptive control filter and the error sensor has to be modeled. To model the secondary path precisely, the secondary path estimation filter should be of sufficient order. However, too large an order increases the computation load of the FXLMS algorithm. In this letter, the relationship between the modeling phase error and the order of the secondary path modeling filter is analyzed.
Keywords :
active noise control; adaptive filters; least mean squares methods; statistical analysis; active noise control system; adaptive control filter; deficient-order secondary path modeling; filtered-x LMS algorithm; phase error statistical behavior; transfer function; Acoustic noise; Active noise reduction; Adaptive control; Adaptive filters; Control system synthesis; Error correction; Finite impulse response filter; Least squares approximation; Steady-state; Transfer functions; Active noise control; secondary path modeling;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2007.914946