Drift-Free Integration in Inductive Magnetic Field Measurements Achieved by Kalman Filtering.
Hall probe
Kalman filtering
drift-free integration
integration drift
magnetic measurements
magnets
sensing coils
sensor fusion
Journal
Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366
Informations de publication
Date de publication:
28 Dec 2021
28 Dec 2021
Historique:
received:
30
11
2021
revised:
15
12
2021
accepted:
23
12
2021
entrez:
11
1
2022
pubmed:
12
1
2022
medline:
12
1
2022
Statut:
epublish
Résumé
Sensing coils are inductive sensors commonly used to measure magnetic fields, such as those generated by electromagnets used in many kinds of industrial and scientific applications. Inductive sensors rely on integrating the output voltage at the coil's terminals in order to obtain flux linkage, which may suffer from the magnification of low-frequency noise resulting in a drifting integrated signal. This article presents a method for the cancellation of integrator drift. The method is based on a first-order linear Kalman filter combining the data from the coil and a second sensor. Two case studies are presented. In the first one, the second sensor is a Hall probe, which senses the magnetic field directly. In a second case study, the magnet's excitation current was used instead to provide a first-order approximation of the field. Experimental tests show that both approaches can reduce the measured field drift by three orders of magnitude. The Hall probe option guarantees, in addition, one order of magnitude better absolute accuracy than by using the excitation current.
Identifiants
pubmed: 35009722
pii: s22010182
doi: 10.3390/s22010182
pmc: PMC8749566
pii:
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
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