期刊文献+

一种基于麦克风阵列的声源定位算法研究 被引量:5

Research on Acoustic Source Localization Algorithm Using Microphone Array
在线阅读 下载PDF
导出
摘要 麦克风阵列声源定位广泛应用于视音频会议系统及枪声定位系统等领域。提出了一种基于最小熵值(ME)的麦克风阵列声源定位新方法,其特点在于利用最小熵值方法对麦克风阵列进行时延估计,并与离散网格方法相结合,对声源进行空间搜索。实验结果表明,在同等混响或噪声条件下,该方法定位优于广义互相关-相位变换方法(GCC-PHAT)。 The acoustic source is widely used in audio and video conference system and gunshot localization system.In this article,a novel acoustic source localization algorithm for microphone array based on minimum entropy and stochastic region contraction(ME) is proposed.The algorithm show that the acoustic source can be developed to estimate time delay between microphones on a basis of minimum entropy and localize the acoustic source in search space by using discrete grid search algorithm.Experimental results show that the proposed algorithm is much more robust than GCC-PHAT in noise and reverberation environment.
出处 《现代电子技术》 2011年第19期61-64,共4页 Modern Electronics Technique
基金 国家自然科学基金资助项目(60940007)
关键词 麦克风阵列 声源定位 最小熵值 波达时延差 microphone array acoustic source localization minimum entropy TDOA
  • 相关文献

参考文献14

  • 1MENNITT Daniel, JOHNSON Marty. Multiple-array passive acoustic source localization in urban environments [J]. Acoustical Society of America, 2010, 127 (5): 2932-2942.
  • 2LINDGREN D, WILSSON O, GUSTAFSSON F, et al. Shooter localization in wireless sensor networks [C]// Pro- ceedings of the 12th International Conference on Informa- tion Fusion. Seattle,Wash, USA: [s. n. ], 2009: 404-411.
  • 3MARKOVIC Ivan, PETROVIC Ivan. Speaker localization and tracking with a microphone array on a mobile robot using von Mises distribution and particle filtering [J]. Ro- botics and Autonomous Systems, 2010, 58 ( 11 ):1185-1196.
  • 4BRANDSTEIN Michael, WARD Darren. Microphone arrays: signal processing techniques and applications, chapter robust localization in reverberant rooms [M]. US: Springer, 2001.
  • 5李承智,曲天书,吴玺宏.一种改进的AEDA声源定位及跟踪算法[J].北京大学学报(自然科学版),2005,41(5):809-814. 被引量:10
  • 6CHEN J C, YAO K, HUDSON R E. Source loclaization and beamforming[J]. IEEE Signal Processing Magazine,2002, 19(2):30-39.
  • 7KNAPP C H, CARTER G C. The generalized correlation method for estimation of time-delay [J]. IEEE Trans. on Acoustic, Speech and Audio Processing, 1976, 24 (4) : 320-327.
  • 8ZOTKIN Dmitry N, DURAISWAMI Ramani. Accelerated speech source localization via a hierarchical search of steered response power [J]. IEEE Trans. on Speech and Audio Processing, 2004,12 (5) : 1470-1478.
  • 9BENESTY Jacob, HUANG Yiteng, CHEN Jingdong. Time delay estimation via minimum entropy [J]. IEEE Signal Processing Letters, 2007, 14(3):157-169.
  • 10ZIOMAEK L. Fundamentals of acoustic field theory and space-time signal processing [M]// Boca Raton, FL: CRC Press, 1995: 210-248.

二级参考文献48

  • 1邵怀宗,林静然,彭启琮,居太亮,徐异凌.基于麦克风阵列的声源定位研究[J].云南民族大学学报(自然科学版),2004,13(4):256-258. 被引量:22
  • 2崔玮玮,曹志刚,魏建强.声源定位中的时延估计技术[J].数据采集与处理,2007,22(1):90-99. 被引量:93
  • 3TI Incorporated.TMS320C6713系列DSP的CPU与外设[M].北京:清华大学出版社,2007.
  • 4Texas Instruments. TMS320C6000 DSP EDMA controller reference guide[M]. [S. l. ] : Texas Instruments, 2004.
  • 5Texas Instrtaents. TMS320C6000 DSP McASP reference guide[M].[S. l. ] Texas Instruments, 2003.
  • 6HUANG Y. Real-time acoustic source location with passive microphone arrays[D]. Atlanta. GA: Georgia Institute of Technology, 2001.
  • 7RUI Y, FLORENCIO D. Time delay estimation in the presence of correlated noise and reverberation [R]. Microsoft Research Tech Report, 2003.
  • 8FLANAGAN J,JOHNSTON J,ZAHN R,et al.Computer steered microphone arrays for sound transduction in large rooms[J].Acoust.Soc.Amer.,1985,78(5):1508-1518.
  • 9FLANAGAN J L,SURENDRAN A,JAN E.Spatially selective sound capture for speech and audio processing[J].Speech Communication,1993,13(1/2):207-222.
  • 10GRENIER Y.A microphone array for car enviroment[C] // IEEE Proceedings of ICASSP-92.San Francisco,CA,USA:ICASSP,1992,1:305-308.

共引文献16

同被引文献17

引证文献5

二级引证文献8

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部