کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
563590 | 875507 | 2011 | 9 صفحه PDF | دانلود رایگان |
![عکس صفحه اول مقاله: Robust spatial time-frequency distribution matrix estimation with application to direction-of-arrival estimation Robust spatial time-frequency distribution matrix estimation with application to direction-of-arrival estimation](/preview/png/563590.png)
We consider the problem of estimating spatial time-frequency distribution (STFD) matrices in the presence of impulsive noise. STFD matrices are widely used in sensor array processing for direction-of-arrival estimation and blind source separation of non-stationary sources. Conventional methods fail when the noise is non-Gaussian or impulsive. We propose robust techniques for STFD estimation which are based on pre-processing, robust position based estimation and robust covariance based estimation. The proposed methods are compared in terms of direction-of-arrival estimation performance.
► We propose robust STFD matrix estimation for DOA estimation of FM sources.
► The methods are classified as pre-processing, robust position and non-iterative.
► These proposed estimators provide significant improvement for DOA estimation in impulsive noise.
Journal: Signal Processing - Volume 91, Issue 11, November 2011, Pages 2630–2638