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Locating Multiple Incoherent Sound Sources in 3D Space in Real Time

机译:实时定位三维空间中的多个非相干声源

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A model based approach is developed to track and trace multiple incoherent sound sources in 3D space in real time. This technology is capable of handling continuous, random, transient, impulsive, narrowband and broadband sounds over a wide frequency range (20 to 20,000 Hz). The premise of this technology is that the sound field is generated by point sources located in a free field. To locate these sound sources, iterative triangulations are used based on the signals measured by a microphone array. These signals are preprocessed through de-noising techniques to enhance signal to noise ratios (SNR). Unlike the conventional beamforming, the present technology enables one to pinpoint the exact locations of multiple incoherent sound sources simultaneously by using the Cartesian coordinates, including sources behind measurement microphones. In other words, the microphone array need not face a test object, which is required in the beamforming. Only four to six microphones are used in this approach, with four being the bare minimum to produce the (x, y, z) coordinates of a target, and six being capable of producing more accurate and stable results. The microphone positions are reconfigurable to suit the test environment, provided that they are not on the same plane and their coordinates can be determined after reconfiguration. Experimental validations are demonstrated. Tests are conducted in various non-ideal environments such as inside a machine shop, hall ways of a large building, and crowded rooms where background noise and reverberation effects are relatively high. Both stationary and moving sources that produce arbitrarily time-dependent acoustic signals are used to test the effectiveness of source localization of this technology. Practical limitations of this technology are examined and discussed.
机译:基于模型的方法是为了实时跟踪和跟踪3D空间中的多个非相干声源。该技术能够在宽频率范围内处理连续,随机,瞬态,冲动,窄带和宽带声音(20至20,000 Hz)。该技术的前提是声场由位于自由字段中的点源生成。为了定位这些声源,基于麦克风阵列测量的信号使用迭代三角形。通过去噪技术来预处理这些信号以增强信噪比(SNR)的信号。与传统的波束成形不同,本技术使一个人能够通过使用笛卡尔坐标同时针对多个非相干声源的确切位置,包括测量麦克风后面的源。换句话说,麦克风阵列不需要面对波束成形所需的测试对象。在这种方法中仅使用四到六个麦克风,四个是生成目标(x,y,z)坐标的最小值,六个能够产生更准确和稳定的结果。麦克风位置可重新配置以适应测试环境,只要它们不在同一平面上并且它们的坐标可以在重新配置之后确定。证明了实验验证。测试是在各种非理想环境中进行的,例如机器店内,大楼的大厅方式,以及背景噪音和混响效果的拥挤房间相对较高。用于产生任意时间相关的声学信号的静止和移动源都用于测试该技术的源定位的有效性。检查和讨论该技术的实际限制。

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