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Use of the invariance principle for target tracking in active sonar geometries

机译:在活动声纳几何形状中使用目标跟踪的不变原理

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The propagation of broadband acoustic waves in shallow water channels is a complicated phenomenon that depends critically on the attributes of the water column and bottom structure, and it is characterized by the interference between propagation modes. In the far field, multiple interactions of the acoustic wave with the boundaries of the channel result in signal attenuation and multipath propagation which makes the interpretation of sonar signals difficult. For the passive case, it has been shown that the time-frequency structure resulting from this propagation can be explained with the principle of a waveguide invariant and that this description does not require precise knowledge of the propagation environment. The invariance principle has been successfully applied to the interpretation of passive sonar lofargrams where the signal travels a single path between the source and the receiver, but little work has been done for active sonar applications in which the acoustic wave follows a bistatic path. In this paper, experimental results from the Shallow Water Active Detection/Classification (SWAC) project are presented. Frequency analysis of the acoustic data reveals the presence of striations similar to those found in passive sonar lofargrams and this suggests the existence of a bistatic invariance principle. Physics-based simulations using the measured sound speed profile are also presented and they are in agreement with the observed results. The identification of a bistatic invariance principle for active sonar could lead to the implementation of robust processing methods and simultaneously decrease the complexity of tracking algorithms by adding constraints in the search domain.
机译:宽带声波在浅水通道中的传播是一种复杂现象,其尺寸统治性地在水柱和底部结构的属性上,其特征在于传播模式之间的干扰。在远场中,声波与信道边界的多个相互作用导致信号衰减和多径传播,这使得声纳信号的解释难。对于被动情况,已经示出了由该传播产生的时频结构可以用波导不变量的原理来解释,并且该描述不需要精确地了解传播环境。该不变原理已成功应用于被动声纳偏光图的解释,其中信号在源和接收器之间进行单个路径,但是对于主动声纳应用,声波遵循双向路径的活动声纳应用已经很少。本文提出了浅水激活检测/分类(SWAC)项目的实验结果。声学数据的频率分析揭示了与被动声纳偏光图中发现的那些类似的条纹的存在,这表明存在双面不合真原理的存在。还提出了基于物理的模拟,使用测量的声速曲线呈现,并且它们与观察结果一致。用于活动声纳的双晶不变性原理的识别可能导致鲁棒处理方法的实现,并同时通过添加搜索域中的约束来降低跟踪算法的复杂性。

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