Assessment of stability of distributed FxLMS active noise control systems *

被引:11
作者
Ferrer, Miguel [1 ]
Garcia-Molla, Victor M. [2 ]
Vidal-Macia, Antonio M. [2 ]
de Diego, Maria [1 ]
Gonzalez, Alberto [1 ]
机构
[1] Univ Politecn Valencia UPV, Inst Telecommun & Multimedia Applicat iTEAM, Valencia 46022, Spain
[2] Univ Politecn Valencia UPV, Dept Informat Syst & Comp DSIC, Valencia 46022, Spain
关键词
Acoustic sensor networks; Distributed adaptive filters; Active noise control; Eigenvalue calculation; stability analysis; ALGORITHMS; SQUARES; SOUND;
D O I
10.1016/j.sigpro.2023.109087
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper addresses the assessment of the stability of distributed active noise control (ANC) systems, which are designed to cancel acoustic noise at given points in space. These systems distribute the control task across several simple acoustic nodes that generate the control signals by filtering a noise reference signal. The coefficients of each node filter are iteratively calculated by the filtered-X LMS algorithm. The nodes remain stable when the adaptive filters computed in each node converge to finite values. However, the acoustic coupling among nodes can cause instability (i.e., divergence). Collaboration among nodes is required to avoid this phenomenon. It is shown that the properties of the system are summarized in a system matrix and that the system remains stable when the real parts of all of the eigenvalues of this system matrix are positive. However, computation of all of the eigenvalues is computationally expensive. In this paper, we propose a fast method for checking the positiveness of the real parts of the system ma-trix eigenvalues. It is shown that the proposed method is faster than the direct calculation of eigenvalues and it assesses the stability/instability of the ANC systems without any false stability outcomes and more accurately than existing alternatives. & COPY; 2023 The Author(s). Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/ )
引用
收藏
页数:13
相关论文
共 38 条
[1]   IMAGE METHOD FOR EFFICIENTLY SIMULATING SMALL-ROOM ACOUSTICS [J].
ALLEN, JB ;
BERKLEY, DA .
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1979, 65 (04) :943-950
[2]  
Anderson E., 1999, LAPACK USERS GUIDE, DOI DOI 10.1137/1.9780898719604
[3]   Control Effort Strategies for Acoustically Coupled Distributed Acoustic Nodes [J].
Antonanzas, Christian ;
Ferrer, Miguel ;
de Diego, Maria ;
Gonzalez, Alberto .
WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2017,
[4]  
Antoñanzas C, 2017, INT CONF ACOUST SPEE, P606, DOI 10.1109/ICASSP.2017.7952227
[5]   Optimum sensor-actuator distance for decentralized acoustic control [J].
Berkhoff, AP .
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2001, 110 (01) :260-266
[6]   Stability Conditions for the Leaky LMS Algorithm Based on Control Theory Analysis [J].
Bismor, Dariusz ;
Pawelczyk, Marek .
ARCHIVES OF ACOUSTICS, 2016, 41 (04) :731-739
[7]   ANALYSIS OF THE FILTERED-X LMS ALGORITHM [J].
BJARNASON, E .
IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 1995, 3 (06) :504-514
[8]   Multichannel recursive-least-squares algorithms and fast-transversal-filter algorithms for active noise control and sound reproduction systems [J].
Bouchard, M ;
Quednau, S .
IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 2000, 8 (05) :606-618
[9]  
Bromwich T.J.I., 1906, Quadratic Forms and Their Classification by Means of Invariant-Factors
[10]   A distributed FxLMS algorithm for narrowband active noise control and its convergence analysis [J].
Chen, Jing ;
Yang, Jun .
JOURNAL OF SOUND AND VIBRATION, 2022, 532