Impact of Correlated Mobility on Delay-Throughput Performance in Mobile Ad Hoc Networks

• Published in: IEEE/ACM transactions on networking Vol. 19; no. 6; pp. 1745 - 1758
• Main Authors: Ciullo, D., Martina, V., Garetto, M., Leonardi, E.
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.12.2011; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Ad hoc networks; Asymptotic properties; asymptotic scaling laws; correlated mobility; Correlation; Delay; delay-throughput performance; Discs; Maximization; Mobile computing; Movements; Protocols; Routing; Scaling laws; Throughput; Upper bound
• ISSN: 1063-6692; 1558-2566
• DOI: 10.1109/TNET.2011.2140128

We extend the analysis of the scaling laws of wireless ad hoc networks to the case of correlated nodes movements, which are commonly found in real mobility processes. We consider a simple version of the Reference Point Group Mobility model, in which nodes belonging to the same group are constrained to lie in a disc area, whose center moves uniformly across the network according to the i.i.d. model. We assume fast mobility conditions and take as a primary goal the maximization of per-node throughput. We discover that correlated node movements have a huge impact on asymptotic throughput and delay and can sometimes lead to better performance than the one achievable under independent nodes movements.