TY - JOUR
T1 - A survey on active noise control in the past decade–Part II
T2 - Nonlinear systems
AU - Lu, Lu
AU - Yin, Kai Li
AU - de Lamare, Rodrigo C.
AU - Zheng, Zongsheng
AU - Yu, Yi
AU - Yang, Xiaomin
AU - Chen, Badong
N1 - Publisher Copyright:
© 2020 Elsevier B.V.
PY - 2021/4
Y1 - 2021/4
N2 - Part I of this paper reviewed the development of the linear active noise control (ANC) technique in the past decade. However, ANC systems might have to deal with some nonlinear components and the performance of linear ANC techniques may degrade in this scenario. To overcome this limitation, nonlinear ANC (NLANC) algorithms were developed. In Part II, we review the development of NLANC algorithms during the last decade. The contributions of heuristic ANC algorithms are outlined. Moreover, we emphasize recent advances of NLANC algorithms, such as spline ANC algorithms, kernel adaptive filters, and nonlinear distributed ANC algorithms. Then, we present recent applications of ANC technique including linear and nonlinear perspectives. Future research challenges regarding ANC techniques are also discussed.
AB - Part I of this paper reviewed the development of the linear active noise control (ANC) technique in the past decade. However, ANC systems might have to deal with some nonlinear components and the performance of linear ANC techniques may degrade in this scenario. To overcome this limitation, nonlinear ANC (NLANC) algorithms were developed. In Part II, we review the development of NLANC algorithms during the last decade. The contributions of heuristic ANC algorithms are outlined. Moreover, we emphasize recent advances of NLANC algorithms, such as spline ANC algorithms, kernel adaptive filters, and nonlinear distributed ANC algorithms. Then, we present recent applications of ANC technique including linear and nonlinear perspectives. Future research challenges regarding ANC techniques are also discussed.
KW - Artificial neural networks
KW - Kernel adaptive filters
KW - Nonlinear active noise control
KW - Volterra algorithms
UR - https://www.scopus.com/pages/publications/85097745034
U2 - 10.1016/j.sigpro.2020.107929
DO - 10.1016/j.sigpro.2020.107929
M3 - 文献综述
AN - SCOPUS:85097745034
SN - 0165-1684
VL - 181
JO - Signal Processing
JF - Signal Processing
M1 - 107929
ER -