TY - JOUR
T1 - A game-theoretical perspective for decentralized active noise control
AU - Quintana, Ricardo
AU - Patino, Diego
N1 - Publisher Copyright:
© The Author(s) 2017.
PY - 2018/11/1
Y1 - 2018/11/1
N2 - Active noise control (ANC) is a methodology that aims to attenuate acoustic noise creating a silent zone around the target. ANC techniques are particularly useful in the presence of low frequency noise, where passive control is ineffective and impractical. However, the computational cost of ANC applications involving a high number of sensors and actuators, such as active shielding, appears to be an important limitation. One possible approach to deal with this problem is to resort to decentralized control. This is a technique that decomposes a complex control problem into smaller ones that are addressed independently using different controllers. This article studies a decentralized scheme for ANC from a game-theoretical perspective. This formalizes the Nash equilibrium (i.e., the simultaneous best strategy) in the interaction between the controllers. Indeed, in the Nash Equilibrium, the control signals achieve stable conditions. In this framework, it is straightforward to analytically compare the decentralized control scheme to the standard centralized one.
AB - Active noise control (ANC) is a methodology that aims to attenuate acoustic noise creating a silent zone around the target. ANC techniques are particularly useful in the presence of low frequency noise, where passive control is ineffective and impractical. However, the computational cost of ANC applications involving a high number of sensors and actuators, such as active shielding, appears to be an important limitation. One possible approach to deal with this problem is to resort to decentralized control. This is a technique that decomposes a complex control problem into smaller ones that are addressed independently using different controllers. This article studies a decentralized scheme for ANC from a game-theoretical perspective. This formalizes the Nash equilibrium (i.e., the simultaneous best strategy) in the interaction between the controllers. Indeed, in the Nash Equilibrium, the control signals achieve stable conditions. In this framework, it is straightforward to analytically compare the decentralized control scheme to the standard centralized one.
KW - Decentralized control
KW - Nash equilibrium
KW - active noise control
KW - game theory
KW - massive active noise control
UR - http://www.scopus.com/inward/record.url?scp=85045307178&partnerID=8YFLogxK
U2 - 10.1177/1077546317742507
DO - 10.1177/1077546317742507
M3 - Article
AN - SCOPUS:85045307178
SN - 1077-5463
VL - 24
SP - 5062
EP - 5071
JO - JVC/Journal of Vibration and Control
JF - JVC/Journal of Vibration and Control
IS - 21
ER -