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

doi:10.1109/ICEEE.2014.6978264

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 proceeding › Conference 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 language	English
Title of host publication	2014 11th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2014
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Print)	9781479962310
DOIs	https://doi.org/10.1109/ICEEE.2014.6978264
Publication status	Published - 2014
Event	2014 11th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2014 - Ciudad del Carmen, Mexico Duration: 2014 Sept 29 → 2014 Oct 3

Other

Other	2014 11th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2014
Country/Territory	Mexico
City	Ciudad del Carmen
Period	14/9/29 → 14/10/3

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
General Computer Science

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10.1109/ICEEE.2014.6978264

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 Article 6978264 Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICEEE.2014.6978264

Adapting horizon size in finite impulse response filtering through switching extensible FIR filter bank. / Pak, Jung Min; Ahn, Choon Ki ; Lim, Myo Taeg et al.
2014 11th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2014. Institute of Electrical and Electronics Engineers Inc., 2014. 6978264.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Pak, JM, Ahn, CK , Lim, MT & Shmaliy, YS 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., 2014 11th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2014, Ciudad del Carmen, Mexico, 14/9/29. https://doi.org/10.1109/ICEEE.2014.6978264

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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.",

keywords = "FIR filter, Horizon size, State estimation, Switching extensible FIR filter bank (SEFFB)",

author = "Pak, {Jung Min} and Ahn, {Choon Ki} and Lim, {Myo Taeg} and Shmaliy, {Yuriy S.}",

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language = "English",

isbn = "9781479962310",

booktitle = "2014 11th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2014",

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PY - 2014

Y1 - 2014

N2 - 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.

AB - 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.

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KW - Horizon size

KW - State estimation

KW - Switching extensible FIR filter bank (SEFFB)

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SN - 9781479962310

BT - 2014 11th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2014

PB - Institute of Electrical and Electronics Engineers Inc.

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ER -

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

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Keywords

ASJC Scopus subject areas

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