کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
564631 | 875628 | 2008 | 9 صفحه PDF | دانلود رایگان |
![عکس صفحه اول مقاله: Selective partial update and set-membership subband adaptive filters Selective partial update and set-membership subband adaptive filters](/preview/png/564631.png)
This paper presents three efficient subband adaptive filter (SAF) algorithms featuring low computational complexity. In the first algorithm, which is called selective partial update SAF (SPU-SAF), the filter coefficients are partially updated in each subband rather than the entire filter at every adaptation. In the second one, the concept of set-membership (SM) adaptive filtering is extended to the SAFs and a novel SM-SAF algorithm is presented. This algorithm exhibits superior performance with significant reduction in the overall computational complexity compared with the ordinary SAF. The third algorithm is based on the combination of the ideas in the SPU-SAF and SM-SAF algorithms. We demonstrate the usefulness of the proposed algorithms through simulations.
Journal: Signal Processing - Volume 88, Issue 10, October 2008, Pages 2463–2471