Ad Hoc Networks

A Statistical Perspective

  • Jyoti Prakash Singh
  • Paramartha Dutta
  • Amlan Chakrabarti

Table of contents

  1. Front Matter
    Pages i-xviii
  2. Jyoti Prakash Singh, Paramartha Dutta, Amlan Chakrabarti
    Pages 1-7
  3. Jyoti Prakash Singh, Paramartha Dutta, Amlan Chakrabarti
    Pages 9-13
  4. Jyoti Prakash Singh, Paramartha Dutta, Amlan Chakrabarti
    Pages 15-27
  5. Jyoti Prakash Singh, Paramartha Dutta, Amlan Chakrabarti
    Pages 29-45
  6. Jyoti Prakash Singh, Paramartha Dutta, Amlan Chakrabarti
    Pages 47-57
  7. Jyoti Prakash Singh, Paramartha Dutta, Amlan Chakrabarti
    Pages 59-72
  8. Jyoti Prakash Singh, Paramartha Dutta, Amlan Chakrabarti
    Pages 73-87
  9. Jyoti Prakash Singh, Paramartha Dutta, Amlan Chakrabarti
    Pages 89-115
  10. Jyoti Prakash Singh, Paramartha Dutta, Amlan Chakrabarti
    Pages 117-120
  11. Back Matter
    Pages 121-128

About this book

Introduction

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.

Keywords

Mobile Ad Hoc Network Time Series Time dependent parameters of Ad Hoc Networks Auto-regressive Modelling Cluster Routing Algorithm

Authors and affiliations

  • Jyoti Prakash Singh
    • 1
  • Paramartha Dutta
    • 2
  • Amlan Chakrabarti
    • 3
  1. 1.Department of Computer Science and EngineeringNational Institute of Technology, PatnaPatnaIndia
  2. 2.Department of Computer and System SciencesVisva-Bharati UniversityBolpurIndia
  3. 3.A. K. Choudhury School of Information TechnologyUniversity of CalcuttaKolkataIndia

Bibliographic information

  • DOI https://doi.org/10.1007/978-981-10-8770-7
  • Copyright Information Springer Nature Singapore Pte Ltd. 2018
  • Publisher Name Springer, Singapore
  • eBook Packages Engineering
  • Print ISBN 978-981-10-8769-1
  • Online ISBN 978-981-10-8770-7
  • About this book
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