Ad hoc networks : a statistical perspective /: a statistical perspective. ([2018])

• Record Type: Book
• Further Information: Note: Jyoti Prakash Singh, Paramartha Dutta, Amlan Chakrabarti.
• Authors: Singh, Jyoti Prakash; Dutta, Paramartha; Chakrabarti, Amlan
• Contents: Intro; Contents; About the Authors; List of Figures; List of Tables; 1 Introduction; 1.1 Introduction; 1.1.1 Differences Between Cellular and Ad Hoc; 1.1.2 Applications of Ad Hoc Wireless Networks; 1.1.3 Technical Challenges in MANET; 1.2 Motivation; 1.3 Aims and Objectives; 1.4 Contributions; 1.5 Book Structure; 2 Time Series Analysis; 2.1 Introduction to Time Series; 2.2 Objectives of Time Series Analysis; 2.3 A General Approach to Time Series Modelling; 2.3.1 Autoregressive Process; 2.4 Time Series Analysis and MANET; 3 Preliminaries; 3.1 Introduction to Mobile Ad Hoc Networks. 3.2 Routing Protocols3.3 Mobility Models; 3.3.1 Random Walk Mobility; 3.3.2 Gauss-Markov Mobility Model (GM); 3.3.3 Manhattan Grid Mobility Model (MHG); 3.3.4 Random Way Point (RWP) Mobility Model; 3.3.5 Random Direction Model; 3.3.6 Reference Point Group Mobility (RPGM) Model; 3.4 Clustering; 3.5 Works Related to MANET Parameters; 4 Neighbour Counts Modelling; 4.1 Introduction; 4.2 Motivation; 4.3 Modelling; 4.4 Experiments and Results; 4.4.1 Analysis for Varying Speed and a Fixed Sampling Rate; 4.4.2 Analysis for Constant Speed and Varying Sampling Rate. 4.4.3 Analysis for Varying Speed and Varying Sampling Rate4.4.4 Analysis for Varying Transmission Range; 4.4.5 Comparison for Different Mobility Patterns; 4.5 Discussion; 5 Link Load Modelling; 5.1 Introduction; 5.2 Motivation; 5.3 Modelling; 5.4 Experiments and Results; 5.4.1 Analysis for Gauss-Markov Mobility Model; 5.4.2 Analysis for Manhattan Grid Mobility Model; 5.4.3 Analysis for Reference Point Group Mobility Model; 5.4.4 Analysis for Random Way Point Mobility Model; 5.5 Discussion; 6 Path Length Modelling; 6.1 Introduction; 6.2 Motivation; 6.3 Modelling; 6.4 Experiments and Results. 6.4.1 Analysis Under Gauss-Markov Mobility Model6.4.2 Analysis Under Manhattan Grid Mobility Model; 6.4.3 Analysis Under Reference Point Group Mobility Model; 6.4.4 Analysis Under Random Way Point Mobility Model; 6.5 Discussion; 7 Clustering Modelling; 7.1 Introduction; 7.2 Motivation; 7.3 Modelling; 7.4 Experiments and Results; 7.4.1 The Effect of Mobility Model and Speed on Number of Clusters; 7.4.2 The Effect of Mobility Model and Speed on Cluster Head Changes; 7.4.3 The Effect of Mobility and Speed on Node Weights; 7.5 Weight Prediction; 8 Delay Modelling and Prediction; 8.1 Introduction. 8.2 Literature Status8.3 Motivation; 8.4 Artificial Neural Network Model for Delay; 8.5 Experiments and Results; 8.5.1 Analysis of Gauss-Markov Mobility Model; 8.5.2 Analysis of Manhattan Grid Mobility Model; 8.5.3 Analysis of Random Way Point Mobility Model; 8.6 Discussion; 8.7 Fuzzy Time Series Model for Delay; 8.8 Modelling; 8.8.1 Regression Model; 8.8.2 Fuzzy Time Series Model; 8.8.3 Weighted Model; 8.9 Experiments and Results; 8.9.1 Analysis of Gauss-Markov Mobility; 8.9.2 Analysis of Manhattan Grid Mobility; 8.9.3 Analysis of RPGM Mobility; 8.9.4 Analysis of RWP Mobility.
• Publisher Details: Singapore : Springer
• Publication Date: 2018
• Extent: 1 online resource
• Subjects: 004.6; Ad hoc networks (Computer networks); COMPUTERS -- Computer Literacy; COMPUTERS -- Computer Science; COMPUTERS -- Data Processing; COMPUTERS -- Hardware -- General; COMPUTERS -- Information Technology; COMPUTERS -- Machine Theory; COMPUTERS -- Reference; Ad hoc networks (Computer networks); Electronic books; Electronic book
• Languages: English
• ISBNs: 9789811087707; 9811087709
• Related ISBNs: 9789811087691; 9811087695
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (EBSCO, viewed April 10, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.