An Adaptive Combination of Adaptive Filters for Plant Identification

@inproceedings{MartnezRamn2006AnAC,
  title={An Adaptive Combination of Adaptive Filters for Plant Identification},
  author={Manel Mart{\'i}nez-Ram{\'o}n and Jer{\'o}nimo Arenas-Garc{\'i}a and Angel Navia-V{\'a}zquez and An{\'i}bal R. Figueiras-Vidal},
  year={2006}
}
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 steps, 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… CONTINUE READING
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