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Direct positioning of a stationary target in MIMO-OFDM system

机译:在MIMO-OFDM系统中直接定位固定目标

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Multiple input multiple output orthogonal frequency division multiplexing (MIMO-OFDM) system, a new concept in recent years, is used extensively in civilian and military applications. We develop a novel direct position determination (DPD) approach in MIMO-OFDM system to locate a stationary target, reaching a superior performance than other conventional localization algorithms. Firstly, we obtain extend noise subspaces from all receivers by constructing and decomposing the extended covariance matrices. Then, the target position is estimated directly via fusing the extend noise subspace data, thereby avoiding the limitations of two-step method. Our proposed algorithm realizes low complexity and high robustness to noise by using the subspace of the extended Hadamard product. Simulation results demonstrate our proposed algorithm outperforms other localization methods, especially under the condition of low signal-to-noise ratio (SNR).
机译:多输入多输出正交频分复用(MIMO-OFDM)系统是近年来的一个新概念,已广泛用于民用和军事应用。我们在MIMO-OFDM系统中开发了一种新颖的直接位置确定(DPD)方法来定位固定目标,达到了比其他常规定位算法更高的性能。首先,通过构造和分解扩展协方差矩阵,从所有接收器获得扩展噪声子空间。然后,通过融合扩展噪声子空间数据直接估计目标位置,从而避免了两步法的局限性。我们提出的算法通过使用扩展的Hadamard乘积的子空间实现了低复杂度和对噪声的高鲁棒性。仿真结果表明,本文提出的算法优于其他定位方法,特别是在信噪比较低的情况下。

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