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Frequency invariant electro-magnetic source location using true time delay beam space processing

机译:使用真实延时波束空间处理的频率不变电磁源定位

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Radio Frequency (RF) source location methods for wide bandwidth sources are well known. Such methods typically assume that a wide bandwidth array is available in order to collect the signal data. A number of techniques have been derived from the coherent signal subspace method, but often suffer from limitations such as the requirement for preliminary source location estimates, iteration of the technique, computational expense or others. The common theme among many of these is to divide the collected data into a number of sub-bands, then process the data in each subband in such a way that they can be coherently combined and processed using signal subspace techniques. This paper introduces a method to process data from a bank of true time delay beamformers that are inherently frequency invariant. The spatial diversity of the beamformer bank alleviates the need for a preliminary estimate while simultaneously reducing the dimensionality of subsequent signal subspace processing resulting in computational efficiency since the data can be processed in beam-space rather than element-space. Other methods to use frequency invariance have been described but often remain computationally expensive. We briefly review previous methods, pointing out their strengths and limitations, introduce the present method and demonstrate results compared to several previous methods. We also discuss an analysis of performance in relation to the Cramer-Rao Lower Bound (CRLB).
机译:宽带源的射频(RF)源定位方法是众所周知的。这样的方法通常假定宽带阵列可用以收集信号数据。从相干信号子空间方法中已经衍生出许多技术,但是它们经常受到诸如对原始源位置估计的要求,该技术的迭代,计算费用或其他方面的限制。其中许多的共同主题是将收集到的数据划分为多个子带,然后以一种可以使用信号子空间技术对其进行相干组合和处理的方式来处理每个子带中的数据。本文介绍了一种方法,用于处理来自一组固有频率不变的真实延时波束形成器的数据。波束形成器库的空间分集减轻了对初步估计的需求,同时降低了后续信号子空间处理的维数,从而导致了计算效率,因为可以在波束空间而不是元素空间中处理数据。已经描述了使用频率不变性的其他方法,但是通常在计算上仍然昂贵。我们简要回顾了先前的方法,指出了它们的优点和局限性,介绍了本方法并演示了与几种先前方法相比的结果。我们还将讨论与Cramer-Rao下界(CRLB)相关的性能分析。

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