Name
Abstract | ||
|---|---|---|
An analysis of the error signal of the least-mean-square (LMS) algorithm is conducted from the robust control theory viewpoint. The difference equation that relates the input of the LMS algorithm and the error signal is presented. This equation is used to build the matrix S that maps the input vector to the error vector. It is shown that S has at least one singular value greater than 1. Therefore,... |
Year | DOI | Venue |
|---|---|---|
2010 | 10.1109/LSP.2009.2037533 | IEEE Signal Processing Letters |
Keywords | DocType | Volume |
Error analysis,Signal analysis,Algorithm design and analysis,Least squares approximation,Signal processing algorithms,Transversal filters,Error correction,Robust control,Adaptive filters,Frequency estimation | Journal | 17 |
Issue | ISSN | Citations |
3 | 1070-9908 | 1 |
PageRank | References | Authors |
0.36 | 4 | 3 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Wilmar Hernandez | 1 | 28 | 15.89 |
| M. Elena Dominguez | 2 | 1 | 0.36 |
| Gabriela Sansigre | 3 | 3 | 0.89 |