LEADER 03376nam 22005415 450 001 9910299926103321 005 20251116195743.0 010 $a981-10-8770-9 024 7 $a10.1007/978-981-10-8770-7 035 $a(CKB)4100000003359781 035 $a(MiAaPQ)EBC5341307 035 $a(DE-He213)978-981-10-8770-7 035 $a(PPN)226695018 035 $a(EXLCZ)994100000003359781 100 $a20180403d2018 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAd Hoc Networks $eA Statistical Perspective /$fby Jyoti Prakash Singh, Paramartha Dutta, Amlan Chakrabarti 205 $a1st ed. 2018. 210 1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2018. 215 $a1 online resource (136 pages) 300 $aIncludes index. 311 08$a981-10-8769-5 327 $aIntroduction -- Time series Analysis -- Preliminaries -- Neighbor Counts Modelling -- Link Load Modelling -- Path Length Modelling -- Clustering Modelling -- Delay Modelling and Prediction -- Conclusion and Perspective -- References -- Index. 330 $aThis 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. 606 $aElectrical engineering 606 $aComputer networks 606 $aMobile computing 606 $aCommunications Engineering, Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/T24035 606 $aComputer Communication Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/I13022 606 $aMobile Computing$3https://scigraph.springernature.com/ontologies/product-market-codes/I29060 615 0$aElectrical engineering. 615 0$aComputer networks. 615 0$aMobile computing. 615 14$aCommunications Engineering, Networks. 615 24$aComputer Communication Networks. 615 24$aMobile Computing. 676 $a004.68 700 $aSingh$b Jyoti Prakash$4aut$4http://id.loc.gov/vocabulary/relators/aut$01059572 702 $aDutta$b Paramartha$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aChakrabarti$b Amlan$4aut$4http://id.loc.gov/vocabulary/relators/aut 906 $aBOOK 912 $a9910299926103321 996 $aAd Hoc Networks$92507066 997 $aUNINA