| dc.contributor.author |
Nowak, Robert David
|
dc.creator |
Nowak, Robert David
|
| dc.date.accessioned |
2007-10-31T00:56:16Z |
| dc.date.available |
2007-10-31T00:56:16Z |
| dc.date.issued |
1996-05-20 |
| dc.date.submitted |
1996-05-20 |
| dc.identifier.uri |
http://hdl.handle.net/1911/20158
|
| dc.description |
Conference Paper |
| dc.description.abstract |
Volterra filters have been applied to many nonlinear system identification problems. However, obtaining good filter estimates from short and/or noisy data records is a difficult task. We propose a penalized least squares estimation algorithm and derive appropriate penalizing functionals for Volterra filters. An example demonstrates that penalized least squares estimation can provide much more accurate filter estimates than ordinary least squares estimation. |
dc.subject |
temporary
|
| dc.subject.other |
Wavelet based Signal/Image Processing
|
| dc.title |
Volterra Filter Identification Using Penalized Least Squares |
| dc.type |
Conference Paper |
| dc.date.note |
2004-01-13 |
| dc.citation.bibtexName |
inproceedings |
| dc.date.modified |
2004-01-22 |
| dc.contributor.center |
Digital Signal Processing (http://dsp.rice.edu/) |
| dc.subject.keyword |
temporary
|
| dc.citation.conferenceName |
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) |
| dc.identifier.citation |
R. D. Nowak,"Volterra Filter Identification Using Penalized Least Squares," in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), |
