Adapting horizon size in finite impulse response filtering through switching extensible FIR filter bank

Jung Min Pak, Choon Ki Ahn, Myo Taeg Lim, Yuriy S. Shmaliy

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Infinite impulse response (FIR) filtering, horizon size (memory size) is an important parameter that influences estimation performance. In this paper, in order to improve the estimation performance of a linear FIR filter, we propose a new method to manage horizon size. The proposed method adapts (adjusts) horizon size based on the likelihood of observation and it is called switching extensible FIR filter bank (SEFFB). The SEFFB exhibits smaller estimation errors than a single FIR filter that uses the best constant horizon size.

Original languageEnglish
Title of host publication2014 11th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Print)9781479962310
DOIs
Publication statusPublished - 2014
Event2014 11th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2014 - Ciudad del Carmen, Mexico
Duration: 2014 Sep 292014 Oct 3

Other

Other2014 11th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2014
CountryMexico
CityCiudad del Carmen
Period14/9/2914/10/3

Keywords

  • FIR filter
  • Horizon size
  • State estimation
  • Switching extensible FIR filter bank (SEFFB)

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Electrical and Electronic Engineering
  • Computer Science(all)

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  • Cite this

    Pak, J. M., Ahn, C. K., Lim, M. T., & Shmaliy, Y. S. (2014). Adapting horizon size in finite impulse response filtering through switching extensible FIR filter bank. In 2014 11th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2014 [6978264] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICEEE.2014.6978264