How we move is universal: Scaling in the average shape of human

Chialvo, Dante R.; Gonzalez Torrado, Ana Maria; Gudowska-Nowak, Ewa; Ochab, Jeremi K.; Montoya, Pedro; Nowak, Maciej A.; Tagliazucchi, Enzo

Abstract

Human motor activity is constrained by the rhythmicity of the 24 hours circadian cycle, including the usual 12-15 hours sleep-wake cycle. However, activity fluctuations also appear over a wide range of temporal scales, from days to a few seconds, resulting from the concatenation of a myriad of individual smaller motor events. Furthermore, individuals present different propensity to wakefulness and thus to motor activity throughout the circadian cycle. Are activity fluctuations across temporal scales intrinsically different, or is there a universal description encompassing them? Is this description also universal across individuals, considering the aforementioned variability? Here we establish the presence of universality in motor activity fluctuations based on the empirical study of a month of continuous wristwatch accelerometer recordings. We study the scaling of average fluctuations across temporal scales and determine a universal law characterized by critical exponents alpha, tau and 1/mu. Results are highly reminiscent of the universality described for the average shape of avalanches in systems exhibiting crackling noise. Beyond its theoretical relevance, the present results can be important for developing objective markers of healthy as well as pathological human motor behavior.

Más información

Título según WOS: ID WOS:000216511700017 Not found in local WOS DB
Título de la Revista: PAPERS IN PHYSICS
Volumen: 7
Editorial: INST FISICA LIQUIDOS SISTEMAS BIOLOGICOS
Fecha de publicación: 2015
DOI:

10.4279/PIP.070017

Notas: ISI