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A Pearson Random Walk with Steps of Uniform Orientation and Dirichlet Distributed Lengths
Authors:Gérard?Le?Ca?r
Affiliation:(1) Department of Electrical and Computer Engineering, University of California at San Diego, 9500 Gilman Drive, Mail Code 0407, La Jolla, CA 92093-0407, USA
Abstract:A constrained diffusive random walk of n steps in ℝ d and a random flight in ℝ d , which are equivalent, were investigated independently in recent papers (J. Stat. Phys. 127:813, 2007; J. Theor. Probab. 20:769, 2007, and J. Stat. Phys. 131:1039, 2008). The n steps of the walk are independent and identically distributed random vectors of exponential length and uniform orientation. Conditioned on the sum of their lengths being equal to a given value l, closed-form expressions for the distribution of the endpoint of the walk were obtained altogether for any n for d=1,2,4. Uniform distributions of the endpoint inside a ball of radius l were evidenced for a walk of three steps in 2D and of two steps in 4D.
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