Power-law scaling for macroscopic entropy and microscopic complexity: evidence from human movement and posture.
We investigated the relationship between macroscopic entropy and microscopic complexity of the dynamics of body rocking and sitting still across adults with stereotyped movement disorder and mental retardation (profound and severe) against controls matched for age, height, and weight. This analysis was performed through the examination of center of pressure (COP) motion on the mediolateral (side-to-side) and anteroposterior (fore-aft) dimensions and the entropy of the relative phase between the two dimensions of motion. Intentional body rocking and stereotypical body rocking possessed similar slopes for their respective frequency spectra, but differences were revealed during maintenance of sitting postures. The dynamics of sitting in the control group produced lower spectral slopes and higher complexity (approximate entropy). In the controls, the higher complexity found on each dimension of motion was related to a weaker coupling between dimensions. Information entropy of the relative phase between the two dimensions of COP motion and irregularity (complexity) of their respective motions fitted a power-law function, revealing a relationship between macroscopic entropy and microscopic complexity across both groups and behaviors. This power-law relation affords the postulation that the organization of movement and posture dynamics occurs as a fractal process.
Hong
S Lee
SL
Department of Kinesiology, The Pennsylvania State University, University Park, Pennsylvania 16802, USA. slh343@psu.edu
Bodfish
James W
JW
Newell
Karl M
KM
D000328:Adult; D000465:Algorithms; D001683:Biological Clocks; D003198:Computer Simulation; D003936:Diagnosis, Computer-Assisted / Q000379:methods*; D006801:Humans; D008875:Middle Aged; D008954:Models, Biological; D009068:Movement; D009069:Movement Disorders / Q000175:diagnosis* / Q000503:physiopathology*; D011187:Posture