1. Size and shape of tracked Brownian bridges
- Author
-
James Burridge, Abdulrahman Alsolami, and Michal Gnacik
- Subjects
0106 biological sciences ,Statistics and Probability ,FOS: Physical sciences ,General Physics and Astronomy ,Gyration tensor ,Tracking (particle physics) ,010603 evolutionary biology ,01 natural sciences ,Measure (mathematics) ,Gyration ,76F55, 60K35, 60J65, 60J70 ,random walk ,0103 physical sciences ,FOS: Mathematics ,010306 general physics ,Condensed Matter - Statistical Mechanics ,Mathematical Physics ,Brownian motion ,Mathematics ,Statistical Mechanics (cond-mat.stat-mech) ,Tracking ,Physics ,Probability (math.PR) ,Mathematical analysis ,radius of gyration ,Statistical and Nonlinear Physics ,Brownian bridge ,Random walk ,asphericity ,Physics - Data Analysis, Statistics and Probability ,Modeling and Simulation ,Radius of gyration ,Mathematics - Probability ,Data Analysis, Statistics and Probability (physics.data-an) - Abstract
We investigate the typical sizes and shapes of sets of points obtained by irregularly tracking two-dimensional Brownian bridges. The tracking process consists of observing the path location at the arrival times of a non-homogeneous Poisson process on a finite time interval. The time varying intensity of this observation process is the tracking strategy. By analysing the gyration tensor of tracked points we prove two theorems which relate the tracking strategy to the average gyration radius, and to the asphericity -- a measure of how non-spherical the point set is. The act of tracking may be interpreted either as a process of observation, or as process of depositing time decaying "evidence" such as scent, environmental disturbance, or disease particles. We present examples of different strategies, and explore by simulation the effects of varying the total number of tracking points., Comment: 12 pages of the main article followed by the supplementary material
- Published
- 2020
- Full Text
- View/download PDF