Gravitational artefact in frequency spectra of movement acceleration: Implications for actigraphy in young and elderly subjects

E.J.W. van Someren, R.H.C. Lazeron, B.F.M. Vonk, M. Mirmiran, D.F. Swaab

Research output: Contribution to journalArticleAcademicpeer-review

32 Citations (Scopus)

Abstract

Actigraphy, the long-term assessment of wrist movements by means of a small solid-state recorder, is widely used in a variety of human research fields, among which sleep, circadian rhythms and aging. Actigraphs assess movement with the use of accelerometers, which sense accelerations resulting from muscle force as well as accelerations due to changes in the position of the sensor in the gravitational field. In the present paper a method is described to minimise gravitational artefact in movement assessment by calculating the instantaneous acceleration vector from 3 perpendicular acceleration signals. It is shown that the power spectra of single axis acceleration signals are dominated by low-frequency components (± 0.25 Hz) due to gravitational artefact. Spectra of the instantaneous acceleration vector indicate that 'true' movement accelerations resulting from muscle force are present in a much wider range: from 0.25 to 11 Hz. Wrist accelerations in elderly subjects were found to be of lower amplitude and frequency as compared to young subjects. It is furthermore shown that a bandpass filter of 0.25 to 2 or 3 Hz, as has been used in commercially available actigraphs, is far from optimal, and may even result in a positive bias for movement detection in the elderly. This bias may underly contradictory findings in actigraphic studies on human aging. When a bandpass filter of 0.5-11 Hz is applied to a single-axis acceleration signal, the influence of gravitational artefact and bias are minimized, and the age-related decline in activity is properly detected.

Original languageEnglish
Pages (from-to)55-62
Number of pages8
JournalJournal of Neuroscience Methods
Volume65
Issue number1
DOIs
Publication statusPublished - Mar 1996
Externally publishedYes

Fingerprint

Actigraphy
Artifacts
Wrist
Muscles
Circadian Rhythm
Sleep

Keywords

  • Accelerometry
  • Actigraphy
  • Activity
  • Aging
  • Bandpass filtering
  • Circadian rhythm
  • Gravitation
  • Movement analysis
  • Sleep

Cite this

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title = "Gravitational artefact in frequency spectra of movement acceleration: Implications for actigraphy in young and elderly subjects",
abstract = "Actigraphy, the long-term assessment of wrist movements by means of a small solid-state recorder, is widely used in a variety of human research fields, among which sleep, circadian rhythms and aging. Actigraphs assess movement with the use of accelerometers, which sense accelerations resulting from muscle force as well as accelerations due to changes in the position of the sensor in the gravitational field. In the present paper a method is described to minimise gravitational artefact in movement assessment by calculating the instantaneous acceleration vector from 3 perpendicular acceleration signals. It is shown that the power spectra of single axis acceleration signals are dominated by low-frequency components (± 0.25 Hz) due to gravitational artefact. Spectra of the instantaneous acceleration vector indicate that 'true' movement accelerations resulting from muscle force are present in a much wider range: from 0.25 to 11 Hz. Wrist accelerations in elderly subjects were found to be of lower amplitude and frequency as compared to young subjects. It is furthermore shown that a bandpass filter of 0.25 to 2 or 3 Hz, as has been used in commercially available actigraphs, is far from optimal, and may even result in a positive bias for movement detection in the elderly. This bias may underly contradictory findings in actigraphic studies on human aging. When a bandpass filter of 0.5-11 Hz is applied to a single-axis acceleration signal, the influence of gravitational artefact and bias are minimized, and the age-related decline in activity is properly detected.",
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Gravitational artefact in frequency spectra of movement acceleration: Implications for actigraphy in young and elderly subjects. / van Someren, E.J.W.; Lazeron, R.H.C.; Vonk, B.F.M.; Mirmiran, M.; Swaab, D.F.

In: Journal of Neuroscience Methods, Vol. 65, No. 1, 03.1996, p. 55-62.

Research output: Contribution to journalArticleAcademicpeer-review

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T1 - Gravitational artefact in frequency spectra of movement acceleration: Implications for actigraphy in young and elderly subjects

AU - van Someren, E.J.W.

AU - Lazeron, R.H.C.

AU - Vonk, B.F.M.

AU - Mirmiran, M.

AU - Swaab, D.F.

PY - 1996/3

Y1 - 1996/3

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KW - Activity

KW - Aging

KW - Bandpass filtering

KW - Circadian rhythm

KW - Gravitation

KW - Movement analysis

KW - Sleep

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