Clustered mobility model for scale-free wireless networks

Sunho Lim, Chansu Yu, Chita R. Das

Research output: Chapter in Book/Report/Conference proceedingConference contribution

38 Scopus citations

Abstract

Recently, researchers have discovered that many of social, natural and biological networks are characterized by scale-free power-law connectivity distribution and a few densely populated nodes, known as hubs. We envision that wireless communication or sensor networks are directly deployed over such real-world networks to facilitate communication among participating entities. Here nodes move in such a way that they exhibit scale-free connectivity distribution at any instance, which cannot be modeled by most of the prior mobility models such as random waypoint (RWP) mobility model. This paper proposes clustered mobility model (CMM), which facilitates in forming hubs in a network satisfying the scale-free property. We call this a scale-free wireless network (SFWN). In CMM, it is possible to control the degree of node concentration or non-homogeneity to easily assess the strengths and weaknesses of the scale-free phenomena. To the best of the authors' knowledge, there has been no such mobility model reported in the literature and we believe the proposed CMM can be usefully used to investigate the properties of the SFWNs that are likely to occur in a real deployment of wireless multihop and sensor networks. Another important feature of CMM is that it does not possess any unintended spatial and temporal characteristics found in other mobility models such as RWP. Finally, to highlight the difference between a SFWN and a conventional wireless network, extensive simulation study has been conducted to measure network capacities at the physical, link and network layers.

Original languageEnglish (US)
Title of host publicationProceedings - The 31st IEEE Conference on Local Computer Networks, LCN 2006
Pages231-238
Number of pages8
DOIs
StatePublished - Dec 1 2006
Event31st Annual IEEE Conference on Local Computer Networks, LCN 2006 - Tampa, FL, United States
Duration: Nov 14 2006Nov 16 2006

Publication series

NameProceedings - Conference on Local Computer Networks, LCN

Other

Other31st Annual IEEE Conference on Local Computer Networks, LCN 2006
CountryUnited States
CityTampa, FL
Period11/14/0611/16/06

All Science Journal Classification (ASJC) codes

  • Engineering(all)

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    Lim, S., Yu, C., & Das, C. R. (2006). Clustered mobility model for scale-free wireless networks. In Proceedings - The 31st IEEE Conference on Local Computer Networks, LCN 2006 (pp. 231-238). [4116552] (Proceedings - Conference on Local Computer Networks, LCN). https://doi.org/10.1109/LCN.2006.322105