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首页> 外文期刊>IEEE Transactions on Signal Processing >Multilinear array manifold interpolation
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Multilinear array manifold interpolation

机译:多线性阵列流形插值

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Two algorithmic solutions for interpolating between array manifold grid points are presented. The algorithms are for sensor arrays in vector or in scalar wavefields. The algorithms make successful use of the condition that the reciprocal DOA (direction-of-arrival) spectrum is a multilinear function in the small, i.e. over the region of adjacent grid points. Since polarization is a linear parameter subspace, a DOA spectrum can be computed without recourse to the unknown polarizations. Then, vector interpolation is replaced by bivector interpolation to address the radio wavefield case. The approach distinguishes between sensor arrays in scalar wavefields (e.g. acoustic) and those in vector wavefields (e.g. electromagnetic). Since both storage and computational load vary with the reciprocal of the grid spacing or its square, the design relationship between desired accuracy and the required array manifold grid spacing is given.
机译:提出了在阵列流形网格点之间进行插值的两种算法。该算法适用于矢量或标量波场中的传感器阵列。该算法成功利用了条件,即倒数DOA(到达方向)频谱在很小的范围内(即在相邻网格点的区域内)是多线性函数。由于极化是线性参数子空间,因此可以在不求助于未知极化的情况下计算DOA频谱。然后,将矢量插值替换为双矢量插值以解决无线电波场的情况。该方法区分标量波场(例如声波)中的传感器阵列和矢量波场(例如电磁波)中的传感器阵列。由于存储和计算负荷都随网格间距或其平方的倒数而变化,因此给出了所需精度和所需阵列歧管网格间距之间的设计关系。

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