Design of recursive digital filters with penalized spline method

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

1 Citation (Scopus)

Abstract

The paper describes the derivation of a recursive P-spline difference equation. It further demonstrates how a transformed spline can be used as a digital filter with an infinite impulse response and variable parameters. Frequency responses of a real-time spline filter correspond to frequency responses of low-frequency digital filters. The paper further examines the influence of some P-spline parameters on the efficiency of interpretation of real-time input measurement information.

Original languageEnglish
Title of host publicationComputational Collective Intelligence - 10th International Conference, ICCCI 2018, Proceedings
EditorsNgoc Thanh Nguyen, Bogdan Trawinski, Ngoc Thanh Nguyen, Elias Pimenidis, Zaheer Khan
PublisherSpringer Verlag
Pages3-12
Number of pages10
ISBN (Print)9783319984452
DOIs
Publication statusPublished - 2018
Event10th International Conference on Computational Collective Intelligence, ICCCI 2018 - Bristol, United Kingdom
Duration: 5 Sep 20187 Sep 2018

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume11056 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference10th International Conference on Computational Collective Intelligence, ICCCI 2018
CountryUnited Kingdom
CityBristol
Period5.9.187.9.18

Keywords

  • Digital filter
  • IIR filter
  • P-spline
  • Penalized spline

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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