DISTRIBUTED PRESSURE MATCHING FOR PERSONAL SOUND ZONE CONTROL USING DIFFUSION ADAPTATION

被引:0
|
作者
Zhang, Mengfei [1 ,2 ]
Zhang, Junqing [1 ]
Chen, Jie [1 ]
Richard, Cedric [2 ]
机构
[1] Northwestern Polytech Univ, Sch Marine Sci & Technol, Xian, Peoples R China
[2] Univ Cote Azur, CNRS, OCA, Nice, France
关键词
Personal sound zone; pressure matching; distributed; networks; diffusion adaptation; LEAST-MEAN-SQUARES; LOUDSPEAKER ARRAY; AUDIO; GENERATION; SYSTEM; LMS;
D O I
10.1109/CAMSAP58249.2023.10403471
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Personal sound zone (PSZ) systems, which aim to create listening (bright) and silent (dark) zones in neighboring regions of space, are often based on time-varying acoustics. Conventional adaptive-based methods for handling PSZ tasks suffer from the collection and processing of acoustic transfer functions (ATFs) between all the matching microphones and all the loudspeakers in a centralized manner, resulting in high calculation complexity and costly accuracy requirements. This paper presents a distributed pressure-matching (PM) method relying on diffusion adaptation (DPM-D) to spread the computational load amongst nodes in order to overcome these issues. The global PM problem is defined as a sum of local costs, and the diffusion adaption approach is then used to create a distributed solution that just needs local information exchanges. Simulations over multi-frequency bins and a computational complexity analysis are conducted to evaluate the properties of the algorithm and to compare it with centralized counterparts.
引用
收藏
页码:501 / 505
页数:5
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