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Underwater acoustic positioning in dense multipath channels using a 2-D wideband sparse array

机译:使用2-D宽带稀疏阵列密集多路径通道中的水下声学定位

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In this study, we propose a new method to locate a mobile transmitter in dense multipath environment. In principle it is based on the detection of the first arrival from the beamformer output but the processing time is much reduced by estimating the positioning parameters in two stages. In the first stage, it acquires a coarse timing of the first arrival from the incoherently combined array signal and then gives the candidate angles of arrival (AOA) by the narrowband beamforming. In the second stage, it gives the precise time delay and AOA by evaluating the cross correlation between the coherently combined array signal and the probe signal over the parameter values obtained from the previous stage. Because it requires that the cross correlation be computed over the reduced parameter space obtained from the first stage, the computational complexity is much less than the wideband beamforming based method especially for 2-D array processing which has an additional AOA parameter. The performance of the proposed method is evaluated using the experimental data gathered in a very reverberant water tank using a 4 element 2-D receiver array whose sensor spacing is larger than the carrier wave length. The experimental results show that the proposed method locates the transmitter with less positioning errors than the conventional time of arrival (TOA) based positioning method.
机译:在本研究中,我们提出了一种新方法来定位在密集的多径环境中的移动变送器。原则上,它基于从波束形成器输出的第一到来的检测,但是通过估计两个阶段的定位参数来减小处理时间。在第一阶段中,它从不混合地组合的阵列信号获取第一到来的粗略定时,然后通过窄带波束形成给出到达的候选角度(AOA)。在第二阶段,通过在从前一级获得的参数值上评估相干组合的阵列信号和探头信号之间的互相关来提供精确的时间延迟和AOA。因为它要求在从第一阶段获得的减小的参数空间上计算互相关,所以计算复杂度远小于基于宽带波束形成的方法,特别是对于具有附加AOA参数的2-D阵列处理。通过使用4个元件2-D接收器阵列在非常混响的水箱中收集的实验数据评估所提出的方法的性能,其传感器间隔大于载波长度。实验结果表明,所提出的方法将发射器定位与基于传统的到达时间(TOA)定位方法的定位误差较少。

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