DML
DML Sharif University of Technology
Mobility Analyzer: A Framework for Analysis and Recognition of Mobility Traces in Mobile Ad-Hoc Networks
  Dec   2009      
M. Khaledi , A.M.A. Hemmatyar , H.R. Rabiee , S.M. Mousavi and M. Khaledi
Mobility is one of the most challenging issues in mobile Ad-Hoc networks which has a significant impact on performance of network protocols. To cope with this issue, the protocol designers should be able to analyze the movement of mobile nodes in a particular wireless network. In this paper, a new framework called Mobility Analyzer has been introduced for analysis and recognition of mobility traces. At first, the Mobility Analyzer acquires some mobility traces collected by GPS or generated with mobility simulators; then it calculates some mobility metrics which represent the movement behavior of the mobile nodes; finally it attempts to classify mobility traces into particular mobility models using a simple supervised learning method. Simulation results show high efficiency of this framework to classify mobility traces into different mobility classes.
Type
Conference
Short Title
Mobility Analyzer
ISSN
2157-4960
ISBN
978-1-4244-6273-5
Accession
11133733
Location
Cairo, Egypt