DocumentCode
1355382
Title
Modeling link lifetime data with parametric regression models in MANETs
Author
Sridhar, K.N. ; Chan, Mun Choon
Author_Institution
Microsoft Innovation Center, Torino, Italy
Volume
13
Issue
12
fYear
2009
fDate
12/1/2009 12:00:00 AM
Firstpage
983
Lastpage
985
Abstract
Lifetime of a link defines the amount of time the link is available for transmission. In this work, we associate statistical parametric models to link lifetime distributions of commonly used mobility patterns. The study reveals interesting properties about link lifetimes, including findings showing that lifetimes of the mobility patterns studied are of wear-out type, rather than random failure. Such knowledge is useful in exploring different ways in which link lifetimes can be used to improve performance across various networking layers.
Keywords
ad hoc networks; mobile radio; regression analysis; MANET; link lifetime distributions; mobile ad hoc network; mobility patterns; parametric regression models; random failure; statistical parametric models; Ad hoc networks; Data analysis; Degradation; Exponential distribution; Mobile ad hoc networks; Network topology; Parametric statistics; Reliability engineering; Technological innovation; Wireless communication; Mobile ad hoc networks, link lifetime, statistical parametric models, link failure types, reliability engineering;
fLanguage
English
Journal_Title
Communications Letters, IEEE
Publisher
ieee
ISSN
1089-7798
Type
jour
DOI
10.1109/LCOMM.2009.12.091513
Filename
5353284
Link To Document