TY - GEN
T1 - Active noise control using stability-based LMS step size adjustment
AU - Bismor, Dariusz
PY - 2009
Y1 - 2009
N2 - The LMS algorithm is commonly used in active noise and vibration control. The algorithm in practice proves to be flexible and robust. Some of the properties of this algorithm, like robustness, has already been explained theoretically. However, the detailed analysis is still unknown due to highly nonlinear behavior. This paper is a continuation of work on stability analysis of the LMS algorithm. The new criterion has been proposed previously. Based on this criterion new algorithm for LMS step size adjustment has been developed. This paper describes simulation experiments on active noise control using the new proposed algorithm.
AB - The LMS algorithm is commonly used in active noise and vibration control. The algorithm in practice proves to be flexible and robust. Some of the properties of this algorithm, like robustness, has already been explained theoretically. However, the detailed analysis is still unknown due to highly nonlinear behavior. This paper is a continuation of work on stability analysis of the LMS algorithm. The new criterion has been proposed previously. Based on this criterion new algorithm for LMS step size adjustment has been developed. This paper describes simulation experiments on active noise control using the new proposed algorithm.
UR - https://www.scopus.com/pages/publications/84871403875
M3 - Conference contribution
AN - SCOPUS:84871403875
SN - 9781615677368
T3 - 16th International Congress on Sound and Vibration 2009, ICSV 2009
SP - 39
EP - 45
BT - 16th International Congress on Sound and Vibration 2009, ICSV 2009
T2 - 16th International Congress on Sound and Vibration 2009, ICSV 2009
Y2 - 5 July 2009 through 9 July 2009
ER -