Temporal Correlation of the Interference in Mobile Random Networks
Zhenhua Gong, Martin Haenggi · 2011
In wireless networks, interference that is generated by undesired transmitters dominantly limits network performance. The correlation of node locations (in mobile or static networks) makes the interference temporally correlated. Such correlation affects network performance greatly, and hence needs to be quantified. In this paper, we quantify the temporal correlation of the interference in mobile Poisson networks. More specifically, we obtain closed-form expressions for the interference correlation coefficient ρ in Poisson line networks under various mobility models. When the mean speed of nodes v̅ increases, we show that ρ is asymptotically proportional to v̅-1. Moreover, multi-path fading and random MAC schemes reduce the temporal correlation of the interference. These results are extended to higher-dimensional networks.