Analyzing the House Fly's Exploratory Behavior with Autoregression Methods

Details Analyzing the House Fly's Exploratory Behavior with Autoregression Methods Analyzing the House Fly's Exploratory Behavior with Autoregression Methods

2007-02-20

arxiv.org/abs/physics/0702170v6

Journal of the Physical Society of Japan, Vol. 77, No. 8, August, 2008, 084802

Physics

Data Analysis, Statistics and Probability

20 pages, 9 figures, 1 table, full paper

Scientific paper

10.1143/JPSJ.77.084802

This paper presents a detailed characterization of the trajectory of a single housefly with free range of a square cage. The trajectory of the fly was recorded and transformed into a time series, which was fully analyzed using an autoregressive model, which describes a stationary time series by a linear regression of prior state values with the white noise. The main discovery was that the fly switched styles of motion from a low dimensional regular pattern to a higher dimensional disordered pattern. This discovered exploratory behavior is, irrespective of the presence of food, characterized by anomalous diffusion.

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