Title :
Improving performance of active noise control systems in the presence of uncorrelated periodic disturbance at error microphone
Author :
Akhtar, Muhammad Tahir ; Mitsuhashi, Wataru
Author_Institution :
Educ. & Res. Center for Frontier Sci. & Eng., Univ. of Electro-Commun., Chofu, Japan
Abstract :
The disturbance picked up by error microphone can significantly degrade the steady-state performance of active noise control (ANC) systems. Previously a cascading algorithm has been proposed, where a supporting adaptive filter is used for removing the uncorrelated disturbance from the error signal of filtered-x least mean square (FxLMS) algorithm. We modify this algorithm to improve the performance in terms of fast convergence speed and reduced steady-state fluctuations. We modify the desired response of the supporting filter which gives us better control to tune its parameters. This modification allows to use modified FxLMS (MFxLMS) algorithm to adapt ANC filter, which results in improved convergence speed. Computer simulations are carried out which demonstrate the effectiveness of the proposed method. This improved performance is achieved at an increased computational complexity.
Keywords :
acoustic signal processing; active noise control; adaptive filters; least mean squares methods; microphones; active noise control systems; adaptive filter; cascading algorithm; error microphone; filtered-x least mean square algorithm; modified FxLMS algorithm; uncorrelated periodic disturbance; Active noise reduction; Adaptive filters; Computer simulation; Control systems; Convergence; Degradation; Error correction; Fluctuations; Microphones; Steady-state;
Conference_Titel :
Circuits and Systems, 2009. ISCAS 2009. IEEE International Symposium on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-3827-3
Electronic_ISBN :
978-1-4244-3828-0
DOI :
10.1109/ISCAS.2009.5118194