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JOURNALS // Matematicheskoe modelirovanie // Archive

Mat. Model., 2018 Volume 30, Number 8, Pages 131–142 (Mi mm3997)

On the distribution of the time of the first communication release in wireless networks with caching

Yu. N. Orlovab, A. A. Russkovab, Yu. V. Gaidamakaac, K. E. Samouylovac

a Peoples' Friendship University of Russia (RUDN University)
b Keldysh Institute of Applied Mathematics of RAS
c Institute of Informatics Problems, Federal Research Center “Computer Science and Control” of RAS

Abstract: The function analyzes the time distribution of the first communication failure in D2D wireless networks as a function of the caching time, assuming that subscribers make a nonstationary random walk. This distribution function is constructed numerically on the basis of generation of an ensemble of nonstationary trajectories, a series of incremental increments of which is determined by solving the Fokker–Planck equation in the unit square in the plane with mirror reflection conditions from the boundaries. This method allows you to effectively solve the problems of stochastic control and analyze the conditions for the stability of connections in wireless networks.

Keywords: wireless connection, caching, kinetic equation, random walk modeling, time distribution of the first clipping.

Received: 12.09.2017


 English version:
Mathematical Models and Computer Simulations, 2019, 11:2, 321–327


© Steklov Math. Inst. of RAS, 2025