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Direct positioning of a stationary target in MIMO-OFDM system

机译:在MIMO-OFDM系统中直接定位静止目标

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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,近年来的新概念,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的直接位置确定(DPD)方法,以定位静止目标,达到比其他传统定位算法的卓越性能。首先,我们通过构造和分解扩展的协方差矩阵来获得来自所有接收器的扩展噪声子空间。然后,通过熔合扩展噪声子空间数据直接估计目标位置,从而避免了两步方法的限制。我们所提出的算法通过使用延伸的Hadamard产品的子空间实现了对噪声的低复杂性和高稳健性。仿真结果展示了我们所提出的算法优于其他本地化方法,尤其是在低信噪比(SNR)的条件下。

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