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基于单水听器的浅水近距离正交频分复用信源最大似然定位

Single-hydrophone-based maximum likelihood localization for short-range orthogonal frequency division multiplexing sources in shallow water

  • 摘要: 针对水下小型平台对通信感知一体化的需求, 研究了基于单水听器的正交频分复用信源定位方法。根据多径信道下通信系统的频域输入输出关系, 结合导频信息构建了用于目标定位的量测模型。发展了基于多径相对时延的匹配场定位方法, 并开发了一种迭代求解算法, 其中首达路径的时偏估计与声源的距离–深度估计交替执行。在典型的浅水三径信道下, 推导了系统定位误差的克拉美罗界。数值仿真验证了所提算法在理想条件下的统计有效性, 并围绕环境参数失配进行了算法敏感性分析。水池试验中, 与多径时延匹配方法相比, 所提算法给出了更为精确、可靠的定位结果。

     

    Abstract: Targeted at integrated sensing and communication for small underwater platforms, a single-hydrophone localization method for orthogonal frequency division multiplexing sources is investigated. Based on the frequency domain input-output relationship of communication systems in multipath channels, a measurement model for target localization is constructed by incorporating pilot information. A matched field localization method based on relative multipath delays is developed. An iterative solution algorithm is proposed, in which the time offset estimation for the first-arrival path and the range-depth localization of the acoustic source are alternately performed. For a typical shallow water three-path channel, the Cramér-Rao bound of the localization error is derived. Numerical simulations verify the statistical efficiency of the proposed algorithm under ideal conditions, and a sensitivity analysis with respect to environmental parameter mismatches is conducted. In water tank experiments, more accurate and reliable localization results are obtained by the proposed method compared with the multipath delay matching approach.

     

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