Mixed-Gradients Distributed Filtered Reference Least Mean Square Algorithm - A Robust Distributed Multichannel Active Noise Control Algorithm
Distributed multichannel active noise control (DMCANC), which utilizes multiple individual processors to achieve a global noise reduction performance comparable to conventional centralized multichannel active noise control (MCANC), has become increasingly attractive due to its high computational eff...
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| Veröffentlicht in: | IEEE Transactions on Audio, Speech and Language Processing Jg. 33; S. 1563 - 1575 |
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| Sprache: | Englisch |
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| Abstract | Distributed multichannel active noise control (DMCANC), which utilizes multiple individual processors to achieve a global noise reduction performance comparable to conventional centralized multichannel active noise control (MCANC), has become increasingly attractive due to its high computational efficiency. However, the majority of current DMCANC algorithms disregard the impact of crosstalk across nodes and impose the assumption of an ideal network devoid of communication limitations, which is an unrealistic assumption. Therefore, this work presents a robust DMCANC algorithm that employs the compensating filter to mitigate the impact of crosstalk. The proposed solution enhances the DMCANC system's flexibility and security by utilizing local gradients instead of local control filters to convey enhanced information, resulting in a mixed-gradients distributed filtered reference least mean square (MGDFxLMS) algorithm. The performance investigation demonstrates that the proposed approach performs well with the centralized method. Furthermore, to address the issue of communication delay in the distributed network, a practical strategy that auto-shrinks the step size value in response to the delayed samples is implemented to improve the system's resilience. The numerical simulation results demonstrate the efficacy of the proposed auto-shrink step size MGDFxLMS (ASSS-MGDFxLMS) algorithm across various communication delays, highlighting its practical value. |
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| AbstractList | Distributed multichannel active noise control (DMCANC), which utilizes multiple individual processors to achieve a global noise reduction performance comparable to conventional centralized multichannel active noise control (MCANC), has become increasingly attractive due to its high computational efficiency. However, the majority of current DMCANC algorithms disregard the impact of crosstalk across nodes and impose the assumption of an ideal network devoid of communication limitations, which is an unrealistic assumption. Therefore, this work presents a robust DMCANC algorithm that employs the compensating filter to mitigate the impact of crosstalk. The proposed solution enhances the DMCANC system's flexibility and security by utilizing local gradients instead of local control filters to convey enhanced information, resulting in a mixed-gradients distributed filtered reference least mean square (MGDFxLMS) algorithm. The performance investigation demonstrates that the proposed approach performs well with the centralized method. Furthermore, to address the issue of communication delay in the distributed network, a practical strategy that auto-shrinks the step size value in response to the delayed samples is implemented to improve the system's resilience. The numerical simulation results demonstrate the efficacy of the proposed auto-shrink step size MGDFxLMS (ASSS-MGDFxLMS) algorithm across various communication delays, highlighting its practical value. |
| Author | Shi, Dongyuan Gan, Woon-Seng Ji, Junwei |
| Author_xml | – sequence: 1 givenname: Junwei orcidid: 0009-0006-4609-5131 surname: Ji fullname: Ji, Junwei email: JUNWEI002@e.ntu.edu.sg organization: School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore – sequence: 2 givenname: Dongyuan orcidid: 0000-0003-0768-6386 surname: Shi fullname: Shi, Dongyuan email: dongyuan.shi@nwpu.edu.cn organization: Center of Intelligent Acoustics and Immersive Communications, Northwestern Polytechnical University, Xi'an, China – sequence: 3 givenname: Woon-Seng orcidid: 0000-0002-7143-1823 surname: Gan fullname: Gan, Woon-Seng email: ewsgan@ntu.edu.sg organization: School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore |
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| Cites_doi | 10.1109/EUSIPCO.2015.7362395 10.1016/j.jsv.2022.116986 10.1109/icassp39728.2021.9414683 10.1109/taslp.2018.2869686 10.1016/j.ymssp.2024.111497 10.1121/10.0022573 10.1109/taslp.2023.3261757 10.1109/ICASSP49357.2023.10097013 10.1016/j.ymssp.2018.06.062 10.1109/PES.2011.6039716 10.1109/TASLP.2023.3261742 10.1016/j.ymssp.2023.110444 10.1109/TASLP.2020.3042590 10.1109/CSCI.2016.0130 10.3390/app6050124 10.1016/j.sysconle.2015.08.011 10.1109/TASSP.1987.1165044 10.1109/5.763310 10.1016/j.ymssp.2020.107346 10.1109/TSP.2008.917383 10.3390/a1020069 10.1109/taslp.2021.3065730 10.1109/tsp.2017.2742987 10.1109/SAM.2016.7569696 10.1109/ICASSP43922.2022.9746082 10.1016/j.ymssp.2024.111364 10.1109/ICASSP.2019.8682705 10.1109/IWAENC.2018.8521376 10.1007/s11760-018-01412-1 10.1016/j.buildenv.2021.107928 10.1155/2017/3601802 10.1016/j.jsv.2020.115273 10.1016/j.jsv.2019.04.016 10.1017/atsip.2012.4 10.1109/TIM.2012.2205492 10.1109/TSP.2009.2033729 10.1109/tassp.1980.1163430 10.1109/TSP.2007.896034 10.1109/TASLP.2023.3337632 10.1016/j.sigpro.2014.07.026 10.1016/j.apacoust.2017.06.024 10.1016/j.ymssp.2024.111284 10.1109/TASLP.2014.2344852 10.1109/lsp.2023.3286808 10.1109/ICASSP39728.2021.9414609 10.23919/EUSIPCO.2019.8903076 |
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| References | ref13 ref12 ref15 ref14 ref11 ref10 ref17 ref16 ref19 ref18 Chen (ref39) 2022; 532 ref51 ref46 ref45 ref48 ref47 ref42 ref44 ref43 ref8 ref7 ref9 ref4 ref6 ref5 ref40 ref35 Chu (ref41) 2020; 475 ref34 ref37 ref31 ref30 Elliott (ref50) 2001 ref33 ref32 ref2 ref38 Antoanzas (ref36) 2015 Hansen (ref49) 1997 ref24 ref23 ref26 ref25 ref20 ref22 ref21 ref28 Lueg (ref3) 1936 ref27 ref29 Peris (ref1) 2020; 1 |
| References_xml | – ident: ref33 doi: 10.1109/EUSIPCO.2015.7362395 – volume: 532 year: 2022 ident: ref39 article-title: A distributed FXLMs algorithm for narrowband active noise control and its convergence analysis publication-title: J. Sound Vib. doi: 10.1016/j.jsv.2022.116986 – ident: ref14 doi: 10.1109/icassp39728.2021.9414683 – ident: ref24 doi: 10.1109/taslp.2018.2869686 – ident: ref11 doi: 10.1016/j.ymssp.2024.111497 – ident: ref44 doi: 10.1121/10.0022573 – ident: ref16 doi: 10.1109/taslp.2023.3261757 – ident: ref45 doi: 10.1109/ICASSP49357.2023.10097013 – ident: ref7 doi: 10.1016/j.ymssp.2018.06.062 – volume-title: Signal Processing for Active Control year: 2001 ident: ref50 – ident: ref32 doi: 10.1109/PES.2011.6039716 – ident: ref43 doi: 10.1109/TASLP.2023.3261742 – ident: ref51 doi: 10.1016/j.ymssp.2023.110444 – ident: ref34 doi: 10.1109/TASLP.2020.3042590 – ident: ref37 doi: 10.1109/CSCI.2016.0130 – ident: ref28 doi: 10.3390/app6050124 – ident: ref46 doi: 10.1016/j.sysconle.2015.08.011 – ident: ref47 doi: 10.1109/TASSP.1987.1165044 – volume-title: Active Control of Noise and Vibration year: 1997 ident: ref49 – ident: ref2 doi: 10.1109/5.763310 – ident: ref23 doi: 10.1016/j.ymssp.2020.107346 – ident: ref31 doi: 10.1109/TSP.2008.917383 – ident: ref10 doi: 10.3390/a1020069 – start-page: 1 volume-title: Proc. 22nd Int. Congr. Sound Vib. year: 2015 ident: ref36 article-title: Diffusion algorithm for active noise control in distributed networks – ident: ref8 doi: 10.1109/taslp.2021.3065730 – ident: ref27 doi: 10.1109/tsp.2017.2742987 – ident: ref35 doi: 10.1109/SAM.2016.7569696 – ident: ref12 doi: 10.1109/ICASSP43922.2022.9746082 – ident: ref18 doi: 10.1016/j.ymssp.2024.111364 – ident: ref13 doi: 10.1109/ICASSP.2019.8682705 – ident: ref21 doi: 10.1109/IWAENC.2018.8521376 – ident: ref38 doi: 10.1007/s11760-018-01412-1 – ident: ref5 doi: 10.1016/j.buildenv.2021.107928 – year: 1936 ident: ref3 article-title: Process of Silencing Sound Oscillations – ident: ref29 doi: 10.1155/2017/3601802 – volume: 475 year: 2020 ident: ref41 article-title: Performance analysis of a diffusion control method for anc systems and the network design publication-title: J. Sound Vib. doi: 10.1016/j.jsv.2020.115273 – ident: ref19 doi: 10.1016/j.jsv.2019.04.016 – ident: ref6 doi: 10.1017/atsip.2012.4 – ident: ref25 doi: 10.1109/TIM.2012.2205492 – volume: 1 start-page: 1 issue: 2020 year: 2020 ident: ref1 article-title: Noise pollution is a major problem, both for human health and the environment publication-title: EEA Newslett. – ident: ref48 doi: 10.1109/TSP.2009.2033729 – ident: ref4 doi: 10.1109/tassp.1980.1163430 – ident: ref30 doi: 10.1109/TSP.2007.896034 – ident: ref17 doi: 10.1109/TASLP.2023.3337632 – ident: ref26 doi: 10.1016/j.sigpro.2014.07.026 – ident: ref22 doi: 10.1016/j.apacoust.2017.06.024 – ident: ref15 doi: 10.1016/j.ymssp.2024.111284 – ident: ref20 doi: 10.1109/TASLP.2014.2344852 – ident: ref9 doi: 10.1109/lsp.2023.3286808 – ident: ref42 doi: 10.1109/ICASSP39728.2021.9414609 – ident: ref40 doi: 10.23919/EUSIPCO.2019.8903076 |
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| SubjectTerms | Acoustics Active Noise Control (ANC) auto -shrink step size (ASSS) communication restrictions compensation filter Crosstalk Delays distributed control Filtering algorithms Information filters mixed -gradient distributed filtered reference least mean square (MGDFxLMS) Noise Noise reduction Sensors Signal processing algorithms Training |
| Title | Mixed-Gradients Distributed Filtered Reference Least Mean Square Algorithm - A Robust Distributed Multichannel Active Noise Control Algorithm |
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