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Ad Hoc networks = a statistical pers...

Singh, Jyoti Prakash.

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Ad Hoc networks = a statistical perspective /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Ad Hoc networks/ by Jyoti Prakash Singh, Paramartha Dutta, Amlan Chakrabarti.
Reminder of title:	a statistical perspective /
Author:	Singh, Jyoti Prakash.
other author:	Dutta, Paramartha.
Published:	Singapore :Springer Singapore : : 2018.,
Description:	xviii, 128 p. :ill., digital ;24 cm.
[NT 15003449]:	Introduction -- Time series Analysis -- Preliminaries -- Neighbor Counts Modelling -- Link Load Modelling -- Path Length Modelling -- Clustering Modelling -- Delay Modelling and Prediction -- Conclusion and Perspective -- References -- Index.
Contained By:	Springer eBooks
Subject:	Ad hoc networks (Computer networks) -
Online resource:	http://dx.doi.org/10.1007/978-981-10-8770-7
ISBN:	9789811087707

Ad Hoc networks = a statistical perspective /
Singh, Jyoti Prakash.

Ad Hoc networksa statistical perspective /[electronic resource] :by Jyoti Prakash Singh, Paramartha Dutta, Amlan Chakrabarti. - Singapore :Springer Singapore :2018. - xviii, 128 p. :ill., digital ;24 cm.

Introduction -- Time series Analysis -- Preliminaries -- Neighbor Counts Modelling -- Link Load Modelling -- Path Length Modelling -- Clustering Modelling -- Delay Modelling and Prediction -- Conclusion and Perspective -- References -- Index.

This book identifies the time-dependent network parameters: neighbour count, link load, path length, cluster count and delay, and presents a first-of-its-kind discussion on temporal parameters in mobile ad hoc networks. Frequent topology changes and multiple link failures occur in mobile ad hoc network due to arbitrary and random movement of nodes. This dynamic environment challenges the delivery of data and makes it essential to find better models for network parameters that are shifting with time. The parameters identified are put into the framework of time series because of their temporal characteristic, and when they are modelled using time series framework they exhibit a sound fit with Autoregressive AR(p) models of order p. The order p is evaluated for each fitted model and found to lie between one and three. The book also analyses the dependence of end-to-end delay of ad hoc network on various external factors such as the number of nodes, routing protocol, mobility models and path length and develops two prediction models. The book will be useful for researchers and professionals alike.

ISBN: 9789811087707

Standard No.: 10.1007/978-981-10-8770-7doiSubjects--Topical Terms:

922461
Ad hoc networks (Computer networks)

LC Class. No.: TK5105.77 / .S564 2018

Dewey Class. No.: 004.6

Ad Hoc networks = a statistical perspective /
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020 $a 9789811087691 $q (paper)
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050 4 $a TK5105.77 $b .S564 2018
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100 1 $a Singh, Jyoti Prakash. $3 3308555
245 1 0 $a Ad Hoc networks $h [electronic resource] : $b a statistical perspective / $c by Jyoti Prakash Singh, Paramartha Dutta, Amlan Chakrabarti.
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2018.
300 $a xviii, 128 p. : $b ill., digital ; $c 24 cm.
505 0 $a Introduction -- Time series Analysis -- Preliminaries -- Neighbor Counts Modelling -- Link Load Modelling -- Path Length Modelling -- Clustering Modelling -- Delay Modelling and Prediction -- Conclusion and Perspective -- References -- Index.
520 $a This book identifies the time-dependent network parameters: neighbour count, link load, path length, cluster count and delay, and presents a first-of-its-kind discussion on temporal parameters in mobile ad hoc networks. Frequent topology changes and multiple link failures occur in mobile ad hoc network due to arbitrary and random movement of nodes. This dynamic environment challenges the delivery of data and makes it essential to find better models for network parameters that are shifting with time. The parameters identified are put into the framework of time series because of their temporal characteristic, and when they are modelled using time series framework they exhibit a sound fit with Autoregressive AR(p) models of order p. The order p is evaluated for each fitted model and found to lie between one and three. The book also analyses the dependence of end-to-end delay of ad hoc network on various external factors such as the number of nodes, routing protocol, mobility models and path length and develops two prediction models. The book will be useful for researchers and professionals alike.
650 0 $a Ad hoc networks (Computer networks) $3 922461
650 1 4 $a Engineering. $3 586835
650 2 4 $a Communications Engineering, Networks. $3 891094
650 2 4 $a Computer Communication Networks. $3 775497
650 2 4 $a Mobile Computing. $3 3201332
700 1 $a Dutta, Paramartha. $3 2179172
700 1 $a Chakrabarti, Amlan. $3 3209828
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
856 4 0 $u http://dx.doi.org/10.1007/978-981-10-8770-7
950 $a Engineering (Springer-11647)