Perimeter growth of a branched structure: application to crackle sounds in the lung.
We study an invasion percolation process on Cayley trees and find that the dynamics of perimeter growth is strongly dependent on the nature of the invasion process, as well as on the underlying tree structure. We apply this process to model the inflation of the lung in the airway tree, where crackling sounds are generated when airways open. We define the perimeter as the interface between the closed and opened regions of the lung. In this context we find that the distribution of time intervals between consecutive openings is a power law with an exponent beta approximately 2. We generalize the binary structure of the lung to a Cayley tree with a coordination number Z between 2 and 4. For Z=4, beta remains close to 2, while for a chain, Z=2 and beta=1, exactly. We also find a mean field solution of the model.
Alencar
Adriano M
AM
Department of Biomedical Engineering, Boston University, Boston, Massachusetts 02215, USA. adriano@bu.edu
Buldyrev
Sergey V
SV
Majumdar
Arnab
A
Eugene Stanley
H
H
Suki
Béla
B
D000403:Airway Resistance; D000818:Animals; D055592:Biophysical Phenomena; D001703:Biophysics; D016084:Bronchoconstriction; D006801:Humans; D008168:Lung / Q000502:physiology*; D008170:Lung Compliance; D008954:Models, Biological; D015233:Models, Statistical; D011312:Pressure; D015656:Respiratory Mechanics; D012135:Respiratory Sounds; D013997:Time Factors