一种新的码片内多径时延估计方法
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解放军信息工程大学 信息工程学院,解放军信息工程大学 信息工程学院,解放军信息工程大学 信息工程学院

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国家科技重大专项(2009ZX03003-005,2009ZX03007-003)


A New Subchip Multipath Time-delays Estimation Method
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PLA Institute of Information Engineering, Information Engineering University,PLA Institute of Information Engineering, Information Engineering University,PLA Institute of Information Engineering, Information Engineering University

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the national science &technology major project(2009ZX03003-005,2009ZX03007-003)

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    摘要:

    根据信道冲激响应的稀疏特性,提出了一种频域的时延估计压缩感知(CS)模型,将时延估计问题转化为基于欠采样数据的稀疏向量估计问题。利用离散傅里叶变换(DFT)矩阵的子矩阵所满足的受限等距性(RIP)以及信道冲激响应的稀疏特性充分降低了时延估计所需数据量的要求。分析了本文模型具有码片内多径分辨能力以及良好抗噪性能的原因,并与MUSIC和ESPRIT算法的时延估计性能进行了仿真比较。仿真分析结果表明,本文提出的方法不需要预知多径的条数,对码片内多径时延具有较高的估计精度,其时延估计性能在特定条件下优于MUSIC和ESPRIT算法。

    Abstract:

    According to the sparsity of the channel response, a multipath time-delay estimation model based on compressed sensing(CS) was proposed in frequency domain, by which the time-delay estimation was converted into sparse vector estimation from undersampled data. Because partial DFT (Discrete Fourier Transform)matrix satisfied restricted isometry property(RIP) and the channel response was sparse, according to the CS theory, the required amount of data for the estimation was sharply decreased. The reason that the proposed method owned subchip multipath estimation ability and excellent anti-noise property was also analyzed. Then the time-delay estimation performance of CS method, MUSIC(Multiple Signal Classification) algorithm and ESPRIT(Estimation of Signal Parameters via Rotational Invariance Techniques) algorithm were compared. The simulation and analysis showed that the proposed method owned super-resolution performance in subchip multipath time-delay estimation without prediction of the number of multipath and was superior to MUSIC and ESPRIT algorithms on certain conditions.

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付龙飞,张水莲,李世凯.一种新的码片内多径时延估计方法[J].数据采集与处理,2012,27(2):189-88

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  • 收稿日期:2011-02-25
  • 最后修改日期:2011-07-06
  • 录用日期:2011-10-25
  • 在线发布日期: 2012-11-06