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Wideband DOA estimation for SOBFN

机译:SOBFN的宽带DOA估计

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摘要

This study considers the problem of wideband direction of arrival (DOA) estimation for spatial optical beam-forming network (SOBFN). Since its system configuration is different from that of the traditional microwave beam-forming networks, the authors first establish the observation model of SOBFN when multiple broadband signals are received. Two kinds of DOA estimation strategies are proposed for wideband direction finding based on the established signal model. The proposed methods decompose the wideband array output into narrowband outputs in several discrete frequency bins. Then, they take advantages of the spatial sparsity of the discrete narrowband observation models to estimate the spatial power spectrum, either coherently or non-coherently. A coarse DOA estimate is obtained via peak-searching in the reconstructed spectrum. The preliminary result is then refined by a linear interpolation procedure. Profound experiments are carried out to demonstrate and compare the performance of the two strategies. Simulation results show that the proposed approaches can achieve wideband DOA estimation of high precision and super-resolution for SOBFN. Moreover, coherent process is proved to have superior performance than the non-coherent strategy.
机译:本研究考虑了空间光束形成网络(SOBFN)的宽带到达方向(DOA)估计问题。由于其系统配置不同于传统的微波波束形成网络,因此,当接收到多个宽带信号时,作者首先建立了SOBFN的观测模型。针对已建立的信号模型,提出了两种DOA估计策略用于宽带方向寻找。所提出的方法将宽带阵列输出分解为几个离散频率仓中的窄带输出。然后,他们利用离散窄带观测模型的空间稀疏性来相干或不相干地估计空间功率谱。通过在重建频谱中进行峰值搜索,可以得到粗略的DOA估计值。然后,通过线性插值过程完善初步结果。进行了深刻的实验来证明和比较这两种策略的性能。仿真结果表明,该方法可以实现SOBFN的高精度和超分辨率宽带DOA估计。此外,相干过程被证明比非相干策略具有更好的性能。

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