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A novel adaptive resampling for sequential Bayesian filtering to improve frequency estimation of time-varying signals

Authors
  • Aunsri, Nattapol1, 2
  • Pipatphol, Kunrutai1
  • Thikeaw, Benjawan1
  • Robroo, Satchakorn1
  • Chamnongthai, Kosin3
  • 1 School of Information Technology, Mae Fah Luang University, Chiang Rai, Thailand
  • 2 Integrated AgriTech Ecosystem Research Unit (IATE), Mae Fah Luang University, Chiang Rai, Thailand
  • 3 Faculty of Engineering, King Mongkut's University of Technology Thonburi, Bangkok, Thailand
Type
Published Article
Journal
Heliyon
Publisher
Elsevier
Publication Date
Apr 15, 2021
Volume
7
Issue
4
Identifiers
DOI: 10.1016/j.heliyon.2021.e06768
PMID: 33889786
PMCID: PMC8050938
Source
PubMed Central
Keywords
Disciplines
  • Research Article
License
Unknown

Abstract

Frequency tracking; Frequency estimation; Bayesian filtering; Adaptive resampling; Particle filter; Markov chain Monte Carlo; Signal processing; Electrical engineering; Computer engineering

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