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色噪声环境下的快速DOA估计算法
A novel method for estimating DOA in the presence of unknown colored noise fields
【摘要】 提出了一种色噪声环境下的DOA估计新算法.该算法通过协方差矩阵差法进行预处理,克服了色噪声对空间谱估计的影响.由于不需对变换后的数据矩阵进行特征分解,所以该方法具有计算量小的优点.计算机仿真结果证实了这一算法的有效性.
【Abstract】 A new method for estimating spatial narrowband signal directions of arrival in the presence of colored noise with unknown covariance is presented. A transformbased covariance differencing approach is given, thus overcoming the highly biased estimates. Without the eigendecomposition of the transformed data matrix, its advantage consists in a computational complexity reduced by the ratio of the number of sources to the number of sensors. Finally, its performance is confirmed by computer simulations.
【基金】 国家自然科学基金资助项目(60072043)
- 【文献出处】 西安电子科技大学学报 ,Journal of Xidian University , 编辑部邮箱 ,2003年02期
- 【分类号】TN957.52
- 【被引频次】7
- 【下载频次】324