Localization of simultaneous moving sound sources for mobile robot using a frequency-domain steered beamformer approach

被引:74
|
作者
Valin, JM [1 ]
Michaud, F [1 ]
Hadjou, B [1 ]
Rouat, J [1 ]
机构
[1] Univ Sherbrooke, Dept Elect Engn & Comp Engn, LABORIUS Res Lab Mobile Robot & Intelligent Syst, Sherbrooke, PQ J1K 2R1, Canada
关键词
D O I
10.1109/ROBOT.2004.1307286
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Mobile robots in real-life settings would benefit from being able to localize sound sources. Such a capability can nicely complement vision to help localize a person or an interesting event in the environment, and also to provide enhanced processing for other capabilities such as speech recognition. In this paper we present a robust sound source localization method in three-dimensional space using an array of 8 microphones. The method is based on a frequency-domain implementation of a steered beamformer along with a probabilistic post-processor. Results show that a mobile robot can localize in real time multiple moving sources of different types over a range of 5 meters with a response time of 200 ms.
引用
收藏
页码:1033 / 1038
页数:6
相关论文
共 50 条
  • [31] MOBILE TELETEXT RECEPTION USING SIGNAL-PROCESSING IN FREQUENCY-DOMAIN
    TSUZUKU, A
    ISHIKAWA, Y
    DALLAS GLOBECOM 89, VOLS 1-3: COMMUNICATIONS TECHNOLOGY FOR THE 1990S AND BEYOND, 1989, : 423 - 427
  • [32] MOBILE TELETEXT RECEPTION USING SIGNAL-PROCESSING IN FREQUENCY-DOMAIN
    TSUZUKU, A
    IEEE TRANSACTIONS ON BROADCASTING, 1990, 36 (04) : 299 - 304
  • [33] A sector-based, frequency-domain approach to detection and localization of multiple speakers
    Lathoud, G
    Magimai-Doss, M
    2005 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1-5: SPEECH PROCESSING, 2005, : 265 - 268
  • [34] Frequency-domain localization of alpha rhythm in humans via a maximum entropy approach
    Patel, P
    Khosla, D
    AlDayeh, L
    Singh, M
    PHYSIOLOGY AND FUNCTION FROM MULTIDIMENSIONAL IMAGES - MEDICAL IMAGING 1997, 1997, 3033 : 170 - 178
  • [35] Mobile robot hierarchical simultaneous localization and mapping using monocular vision
    Li, Mao-Hai
    Hong, Bing-Rong
    Luo, Rong-Hua
    Journal of Shanghai Jiaotong University (Science), 2007, 12 E (06) : 765 - 772
  • [36] An approach for sound sources localization and characterization using array of microphones
    Wang, Tiangang
    Choy, Yatsze
    2015 INTERNATIONAL CONFERENCE ON NOISE AND FLUCTUATIONS (ICNF), 2015,
  • [37] LOCALIZATION AND CHARACTERIZATION OF SOUND SOURCES USING A BEAMFORMING BASED APPROACH
    Wang Tiangang
    Yatsze, Choy
    PROCEEDINGS OF THE 23RD INTERNATIONAL CONGRESS ON SOUND AND VIBRATION: FROM ANCIENT TO MODERN ACOUSTICS, 2016,
  • [38] Mixed-model based simultaneous localization and mapping approach for mobile robot
    Fang, Fang
    Ma, Xudong
    Dai, Xianzhong
    Dongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Southeast University (Natural Science Edition), 2009, 39 (05): : 923 - 927
  • [39] Impulsive sound source localization using peak and RMS estimation of the time-domain beamformer output
    Seo, Dae-Hoon
    Choi, Jung-Woo
    Kim, Yang-Hann
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2014, 49 (1-2) : 95 - 105
  • [40] Dental dynamic diagnostics using simultaneous frequency-domain PTR and laser luminescence
    Nicolaides, L
    Feng, C
    Mandelis, A
    Abrams, SH
    ANALYTICAL SCIENCES, 2001, 17 : S330 - S333