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 :
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