系统工程与电子技术

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基于ESPRIT的多基线分布式阵列DOA估计方法

马 严, 陈伯孝, 杨明磊, 党晓方   

  1. 西安电子科技大学雷达信号处理国家重点实验室, 陕西 西安710071
  • 出版日期:2014-08-22 发布日期:2010-01-03

Multi-baseline distributed array DOA estimation using ESPRIT algorithm

MA Yan, CHEN Bai-xiao, YANG Ming-lei, DANG Xiao-fang   

  1. National Lab of Radar Signal Processing, Xidian University, Xi’an 710071, China
  • Online:2014-08-22 Published:2010-01-03

摘要:

为了提高分布式阵列在低信噪比(signal-to-noise ratio, SNR)条件下的波达方向(direction-of-arrival, DOA)估计性能,同时放宽阵列物理孔径扩展程度的限制,提出了一种基于旋转不变子空间(estimation of signal parameters via rotational invariance techniques, ESPRIT)的多基线分布式阵列DOA估计方法。该方法通过优化分布式阵列结构,在子阵间使用多基线结构布阵,结合ESPRIT算法和多步解模糊方法得到多基线分布式阵列的高精度无模糊DOA估计。此外,利用最大后验概率准则近似法分析分布式阵列DOA估计的门限效应,给出了SNR门限和基线长度门限的近似计算方法。计算机仿真结果验证了所提方法的有效性。

Abstract:

In order to improve the accuracy of direction-of-arrival (DOA) estimation with distributed arrays in a low signal-to-noise ratio (SNR) scenario, and to loosen the restrictions on array aperture extension, a DOA estimation method based on estimation of signal parameters via rotational invariance techniques (ESPRIT) is proposed for multi-baseline distributed arrays. The configuration of the distributed array is firstly optimized to obtain multibaseline subarrays. Then high accuracy and unambiguous DOA estimates are obtained by the combination of ESPRIT algorithm and the multi-step disambiguation method. Moreover, the threshold effect on the DOA estimation method is analyzed via the maximum a posteriori criterion. Furthermore, approximate methods for SNR threshold and baseline threshold calculations are presented. Finally, simulation results are given to verify the effectiveness of the proposed method.