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首页> 外文期刊>International journal of antennas and propagation >The PARAFAC-MUSIC Algorithm for DOA Estimation with Doppler Frequency in a MIMO Radar System
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The PARAFAC-MUSIC Algorithm for DOA Estimation with Doppler Frequency in a MIMO Radar System

机译:MIMO雷达系统中多普勒频率DOA估计的PARAFAC-MUSIC算法

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摘要

The PARAFAC-MUSIC algorithm is proposed to estimate the direction-of-arrival (DOA) of the targets with Doppler frequency in a monostatic MIMO radar system in this paper. To estimate the Doppler frequency, the PARAFAC (parallel factor) algorithm is firstly utilized in the proposed algorithm, and after the compensation of Doppler frequency, MUSIC (multiple signal classification) algorithm is applied to estimate the DOA. By these two steps, the DOA of moving targets can be estimated successfully. Simulation results show that the proposed PARAFAC-MUSIC algorithm has a higher accuracy than the PARAFAC algorithm and the MUSIC algorithm in DOA estimation.
机译:本文提出了一种基于PARAFAC-MUSIC算法的单静态MIMO雷达系统,以多普勒频率估计目标的到达方向(DOA)。为了估计多普勒频率,该算法首先采用了PARAFAC(并行因子)算法,在补偿了多普勒频率之后,采用了MUSIC(多信号分类)算法来估计DOA。通过这两个步骤,可以成功估计运动目标的DOA。仿真结果表明,提出的PARAFAC-MUSIC算法在DOA估计中具有比PARAFAC算法和MUSIC算法更高的精度。

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  • 来源
    《International journal of antennas and propagation》 |2014年第3期|684591.1-684591.5|共5页
  • 作者单位

    Beihang Univ, Sch Elect & Informat Engn, Beijing 100191, Peoples R China.;

    Beihang Univ, Sch Elect & Informat Engn, Beijing 100191, Peoples R China.;

    Beijing Univ Chem Technol, Coll Informat Sci & Technol, Beijing 100029, Peoples R China.;

    Beihang Univ, Sch Elect & Informat Engn, Beijing 100191, Peoples R China.;

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