Name
Abstract | ||
|---|---|---|
A new topology for combination of adaptive filters is proposed. Based on incremental strategies, the standard convexly combined parallel-independent filters are rearranged into a series-cooperative configuration without changing the computational complexity. Two new algorithms are derived from the new topology. Simulations in a stationary system identification scenario show the superior performance of the new algorithms. |
Year | DOI | Venue |
|---|---|---|
2011 | 10.1109/ICASSP.2011.5947262 | Acoustics, Speech and Signal Processing |
Keywords | Field | DocType |
adaptive filters,computational complexity,adaptive filter combination,computational complexity,incremental-cooperative strategy,parallel-independent filters,series-cooperative configuration,stationary system identification,Convex combination,adaptive filtering,incremental strategies | Least squares,Mathematical optimization,Algorithm design,Computer science,Convex combination,Signal-to-noise ratio,Adaptive filter,System identification,Computational complexity theory | Conference |
ISSN | ISBN | Citations |
1520-6149 E-ISBN : 978-1-4577-0537-3 | 978-1-4577-0537-3 | 9 |
PageRank | References | Authors |
0.64 | 8 | 2 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Wilder Bezerra Lopes | 1 | 22 | 2.63 |
| Cássio Guimarães Lopes | 2 | 394 | 32.32 |