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Inertial Measurement of Head Tilt in Rodents: Principles and Applications to Vestibular Research
- Source :
- Sensors, Sensors, 2021, 21 (18), pp.6318. ⟨10.3390/s21186318⟩, Volume 21, Issue 18, Sensors, MDPI, 2021, 21 (18), pp.6318. ⟨10.3390/s21186318⟩, Sensors (Basel, Switzerland), Sensors, Vol 21, Iss 6318, p 6318 (2021)
- Publication Year :
- 2021
- Publisher :
- HAL CCSD, 2021.
-
Abstract
- Inertial sensors are increasingly used in rodent research, in particular for estimating head orientation relative to gravity, or head tilt. Despite this growing interest, the accuracy of tilt estimates computed from rodent head inertial data has never been assessed. Using readily available inertial measurement units mounted onto the head of freely moving rats, we benchmarked a set of tilt estimation methods against concurrent 3D optical motion capture. We show that, while low-pass filtered head acceleration signals only provided reliable tilt estimates in static conditions, sensor calibration combined with an appropriate choice of orientation filter and parameters could yield average tilt estimation errors below 1.5∘ during movement. We then illustrate an application of inertial head tilt measurements in a preclinical rat model of unilateral vestibular lesion and propose a set of metrics describing the severity of associated postural and motor symptoms and the time course of recovery. We conclude that headborne inertial sensors are an attractive tool for quantitative rodent behavioral analysis in general and for the study of vestibulo-postural functions in particular.
- Subjects :
- Inertial frame of reference
Computer science
Movement
Acceleration
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
[SDV.NEU.PC] Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC]/Psychology and behavior
unilateral vestibular lesion
Rodentia
TP1-1185
Biochemistry
Motion capture
Article
Analytical Chemistry
03 medical and health sciences
0302 clinical medicine
Inertial measurement unit
[SPI.MECA.BIOM] Engineering Sciences [physics]/Mechanics [physics.med-ph]/Biomechanics [physics.med-ph]
Animals
Computer vision
Electrical and Electronic Engineering
orientation filters
Instrumentation
030304 developmental biology
Vestibular system
0303 health sciences
Quantitative Biology::Neurons and Cognition
[SDV.NEU.PC]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC]/Psychology and behavior
Orientation (computer vision)
business.industry
Chemical technology
head tilt
vestibular system
[SPI.MECA.BIOM]Engineering Sciences [physics]/Mechanics [physics.med-ph]/Biomechanics [physics.med-ph]
inertial sensors
attitude estimation
Atomic and Molecular Physics, and Optics
Rats
Tilt (optics)
rodents
Computer Science::Programming Languages
Head (vessel)
Vestibule, Labyrinth
Artificial intelligence
business
030217 neurology & neurosurgery
Gravitation
Subjects
Details
- Language :
- English
- ISSN :
- 14248220
- Database :
- OpenAIRE
- Journal :
- Sensors, Sensors, 2021, 21 (18), pp.6318. ⟨10.3390/s21186318⟩, Volume 21, Issue 18, Sensors, MDPI, 2021, 21 (18), pp.6318. ⟨10.3390/s21186318⟩, Sensors (Basel, Switzerland), Sensors, Vol 21, Iss 6318, p 6318 (2021)
- Accession number :
- edsair.doi.dedup.....af5f8549a8ea8a4f8a8051160968b360
- Full Text :
- https://doi.org/10.3390/s21186318⟩