Title
Network tomography application in mobile ad-hoc network using stitching algorithm
Abstract
In this paper, a network tomography (NT) approach is proposed to study network performance in ad-hoc networks. An analysis of network performance is presented in a dynamic MANET. An expectation-maximization (EM) algorithm is used in NT to estimate the network performance parameter in accordance with network performance observations. Over the dynamic network, a new algorithm has been proposed, called the stitching algorithm, to aggregate dynamic performance values for network links. Specifically, the stitching algorithm gives local and global performance parameters such as link delays over specified time periods. Therefore, the network behavior as well as the corresponding local network performance in a mobile network can be derived over a continuous period.
Year
DOI
Venue
2015
10.1016/j.jnca.2015.07.003
Journal of Network and Computer Applications
Keywords
Field
DocType
Mobile network,Ad-hoc network,EM,MLE,Stitching algorithm
Dynamic network analysis,Mobile ad hoc network,Computer science,Algorithm,Brooks–Iyengar algorithm,Computer network,Network simulation,Network tomography,Local area network,Network traffic simulation,Distributed computing,Network performance
Journal
Volume
Issue
ISSN
56
C
1084-8045
Citations 
PageRank 
References 
2
0.39
15
Authors
4
Name
Order
Citations
PageRank
Mohammad Khan1549.46
A. Kumar24810.33
Bin Xie341.79
Prasanna K. Sahoo426219.11