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Numerical study of source localization with non-line-of-sight effects based on time difference of arrival method

机译:基于到达时间差的非视距效应源定位的数值研究

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The time difference of arrival (TDOA) positioning method is a classic method that is used to determine the unknown location of a transmitting wireless device, based on the time differences in the signals that are received at different receivers. In this investigation the method is studied for two-dimensional (2-D) problems for simplicity, using a vertical dipole source radiating a carrier wave that is modulated by a baseband signal. By maximizing the cross-correlation between the signals arriving at any two receivers, the TDOA between these two receivers is estimated. In principle, only three receivers are needed for source localization in 2-D problems in the absence of noise, using the TDOA between any two pairs of receivers. However, the accuracy can be influenced significantly by non-line-of-sight effects when multiple walls, realistic ground effects, and scattering objects are added to the propagation route. A more accurate result can be obtained by using a modified method discussed here, which incorporates a transfer function that relates the field at a given receiver to the dipole source amplitude as a function of frequency. A “processed signal” is calculated at each receiver by de-embedding the transfer function from the received signals and multiplying back by a free-space propagation term for each frequency in the signal spectrum, thus removing the effects of the environment and calibrating the channel back to free space. Since the transfer function is different at each possible source position, an iterative method is proposed to do the localization.
机译:到达时间差(TDOA)定位方法是一种经典方法,用于根据在不同接收器处接收到的信号中的时间差来确定发送无线设备的未知位置。在这项研究中,为简便起见,使用垂直偶极子源辐射由基带信号调制的载波来研究二维(2-D)问题的方法。通过最大化到达任何两个接收器的信号之间的互相关,可以估计这两个接收器之间的TDOA。原则上,使用任意两对接收器之间的TDOA,在没有噪声的情况下,二维问题中的源定位只需要三个接收器。但是,当在传播路径中添加多堵墙,逼真的地面效果和散射物体时,非视距效果会严重影响精度。通过使用此处讨论的改进方法可以获得更准确的结果,该方法结合了传递函数,该传递函数将给定接收器处的磁场与偶极子源振幅相关联,并作为频率的函数。通过从接收信号中解嵌传递函数并乘以信号频谱中每个频率的自由空间传播项,可以在每个接收器处计算出“已处理信号”,从而消除了环境影响并校准了信道回到自由空间。由于传递函数在每个可能的源位置都不同,因此提出了一种迭代方法来进行定位。

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