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Joint Estimation of DOA and Frequency of Multiple Sources with Orthogonal Coprime Arrays

机译:正交互质矩阵联合估计DOA和多个源的频率

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摘要

A two-stage method is proposed to jointly estimate the direction-of-arrival (DOA) and carrier frequency (CF) of multiple sources, by using two orthogonal coprime arrays (CPAs). The DOAs of CF-known sources are estimated first by applying a spatial smoothing MUSIC algorithm. The contribution of these source signals is then removed from the originally received signal by applying an orthogonal complement projector. Next, a joint-ESPRIT algorithm is applied to estimate the DOAs and CFs of the remaining CF-unknown sources. With two orthogonal CPA(5, 6), the RMSE of DOA and CF of applying the proposed method to 30 sources, 13 of which have unknown CF, is less than 1% at SNR >5 dB.
机译:提出了一种两阶段方法,通过使用两个正交的互质数数组(CPA)共同估算多个源的到达方向(DOA)和载波频率(CF)。首先通过应用空间平滑MUSIC算法估算CF已知源的DOA。然后,通过应用正交互补投影仪将这些源信号的贡献从原始接收的信号中删除。接下来,应用联合ESPRIT算法来估计剩余CF未知源的DOA和CF。对于两个正交CPA(5,6),在SNR 5 < / mrow> dB。

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