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首页> 外文期刊>IEEE Geoscience and Remote Sensing Letters >Fast Iterative Interpolated Beamforming for Accurate Single-Snapshot DOA Estimation
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Fast Iterative Interpolated Beamforming for Accurate Single-Snapshot DOA Estimation

机译:快速迭代内插波束成形,可实现精确的单快照DOA估计

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摘要

A single-snapshot fast computational Fourier-based direction-of-arrival (DOA) estimation method is introduced. This method applies the fast Fourier transform (FFT) to sensor data and performs effective cancellation of spectral leakage caused by sidelobe interactions, leading to unbiased DOA estimates of multiple sources. Successful elimination of spectral leakage is achieved by a sequential removal of strong sinc functions in the spatial frequency domain through an iterative interpolation process. The simulation results demonstrate superior performance of the proposed method over beamforming and other iterative FFT-based DOA estimation techniques as well as the high-resolution Root-MUSIC algorithm.
机译:介绍了一种基于单快照快速计算傅立叶的到达方向估计方法。该方法对传感器数据应用了快速傅里叶变换(FFT),并有效消除了旁瓣相互作用引起的频谱泄漏,从而实现了多个源的DOA估计的无偏。通过迭代插值过程在空间频域中顺序删除强Sinc函数,可以成功消除频谱泄漏。仿真结果表明,该方法优于波束成形和其他基于迭代FFT的DOA估计技术以及高分辨率的Root-MUSIC算法。

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