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Mobility Modeling and Stochastic Property Analysis of Airborne Network | IEEE Journals & Magazine | IEEE Xplore

Mobility Modeling and Stochastic Property Analysis of Airborne Network


Abstract:

In literature, a few attempts have been made to model the mobility of the airborne networks. However, existing models are mostly application specific and oversimplify the...Show More

Abstract:

In literature, a few attempts have been made to model the mobility of the airborne networks. However, existing models are mostly application specific and oversimplify the system dynamics. This paper proposes a comprehensive mobility model for the airborne networks where the mobility of the airborne node is presented as a Gauss-Markov process comprising of three key parameters-the speed, angular velocity, and pitch angle. The consideration of the Gauss-Markov process and angular velocity enables the model to address the mobility more realistically and, thus, makes it capable of generating apparently all possible types of trajectories. Additionally, this model designs more realistic boundary effects to be practical. This paper also presents the stochastic analysis of the proposed model. Finally, by analyzing the extensive simulation results, it has been affirmed that the proposed mobility model can be used as a fundamental template to model and analyze a wide range of practical airborne networks regardless of the application including both homogeneous and heterogeneous networks.
Published in: IEEE Transactions on Network Science and Engineering ( Volume: 7, Issue: 3, 01 July-Sept. 2020)
Page(s): 1282 - 1294
Date of Publication: 06 June 2019

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