Authors
Manel Martinez-Ramon, Jerónimo Arenas-García, A Navia-Vazquez, Aníbal R Figueiras-Vidal
Publication date
2002/7/1
Conference
2002 14th international conference on digital signal processing proceedings. DSP 2002 (Cat. No. 02TH8628)
Volume
2
Pages
1195-1198
Publisher
IEEE
Description
In this paper, we propose to adaptively combine two LMS adaptive transversal filters for plant identification. One of the filters has a high and the other a low adaption step, in order to combine good tracking capabilities under (fast) change conditions with a reduced convergence error along stationary periods. A brief discussion of the characteristics of the combination is included, emphasizing that it allows the possibility of dealing with "intermediate" rate of change situations, in opposition to (implicit or explicit) switching mechanisms. A selected illustrative simulation example shows the effectiveness of this approach. Some complementary lines of research are indicated, from the points of view of improving the algorithm and of extending the fields of application.
Total citations
200320042005200620072008200920102011201220132014201520162017201820192020202120222023202421289696696876255431
Scholar articles
M Martinez-Ramon, J Arenas-García, A Navia-Vazquez… - 2002 14th international conference on digital signal …, 2002