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A kind of method for direction of arrival estimation based on blind source separation demixing matrix

机译:一种基于盲源分离混合矩阵的到达方向估计方法

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摘要

Direction of arrival(DOA) estimation is the base of the underwater target orientation, tracking. Based on the characteristic of the array manifold can be estimated by complex blind source separation using the singular value decomposition, a new kind of model and method for DOA estimation is proposed using the directivity patterns of the blind source separation demixing matrix. Its efficiency and stability was tested by simulation data and recorded data in real sea. Results show that it can complete the real-time estimation of the target direction. And it is superior to the minimum variance distortionless response(MVDR) method and the method proposed in relevant literatures, it can obviously improves the detection capability of the sonar system for the faint target signal obviously.
机译:到达方向(DOA)估计是水下目标方向,跟踪的基础。基于阵列流形的特征,可以利用奇异值分解,通过复杂的盲源分离进行估计,提出了一种利用盲源分离混合矩阵的方向性模型进行DOA估计的新模型和方法。通过仿真数据和真实海域记录的数据测试了其效率和稳定性。结果表明,该算法可以完成目标方向的实时估计。它优于最小方差无失真响应(MVDR)方法和相关文献中提出的方法,可以明显提高声纳系统对微弱目标信号的检测能力。

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