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Statistical Analysis Technique on Ad Hoc Network Topology Dynamic Characteristics: Markov Stochastic Process

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In Telecommunication Systems, pp. 1-13, Springer, 2013.
ISSN 1018-4864
DOI: 10.1007/s11235-013-9674-5.
Abstract:
On the basis of analysis on the scene files of mobility models in Ad Hoc network, the paper presents a network topology snapshots capturing method to obtain the Ad Hoc network topology architecture at any moment. Through analyzing on the Ad Hoc network topology snapshots, some dynamic characteristic parameters of Ad Hoc network, such as the number of network topology in steady state or unsteady state appearing during a certain time, as well as the durative time of network topology in steady state or unsteady state, could be obtained statistically. Furthermore, the probability of the network topology invariability and variability event could be predicated by adopting the discrete time and continuous time Markov stochastic process theory. The simulation result shows that the statistical analysis technique on Ad Hoc network topology dynamic characteristic not only is effective, but also has the general attribute, which could be used in the statistical analysis technique on Ad Hoc network topology dynamic characteristic under any mobility models.
Keywords:
Topology dynamic characteristic, Mobility model, Statistical analysis technique, Ad Hoc network
Publication Category:
International journal with reading committee
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