NDLI logo
  • Content
  • Similar Resources
  • Metadata
  • Cite This
  • Log-in
  • Fullscreen
Log-in
Do not have an account? Register Now
Forgot your password? Account recovery
  1. Proceedings of the 10th International Workshop on Mobility in the Evolving Internet Architecture (MobiArch '15)
  2. Prediction of User Mobility Pattern on a Network Traffic Analysis Platform
Loading...

Please wait, while we are loading the content...

Virtualization Techniques for Redesigning Mobile Backhaul Networks: Challenges and Issues
Mobile Data Offloading: An Experimental Evaluation
sNDN: A Social-aware Named Data Framework for Cooperative Content Retrieval via D2D Communications
Future Communication Clouds
Energy-efficient Position Tracking via Trajectory Modeling
A Base Station Workload-Aware Dynamic Pricing Scheme for Mobile Internet Access
Network Store: Exploring Slicing in Future 5G Networks
Krowd: A Key-Value Store for Crowded Venues
Prediction of User Mobility Pattern on a Network Traffic Analysis Platform
Towards an Architecture to Support Complex Multihomed Mobility Scenarios
Splitting Control-User Plane on Communication Protocol for Spotty Network
Mobile Multipath Data Transfer over Multirate Wi-Fi Links

Similar Documents

...
A Control-Plane Traffic Analysis Tool for LTE Network

Article

...
User's mobility history-based mobility prediction in LTE femtocells network

Article

...
Mobility prediction based on collective movement behaviors in public WLANs

Article

...
Cover feature adaptive neural network clustering of web users.

...
Trunked radio systems: traffic prediction based on user clusters

Article

...
Multi-user driven path prediction algorithm for mobile computing (2003)

Article

...
A review: on mobility prediction for wireless networks.

...
Spatial and temporal mobility analysis in LTE mobile network

Article

...
A short-term freeway traffic flow prediction method based on road section traffic flow structure pattern

Article

Prediction of User Mobility Pattern on a Network Traffic Analysis Platform

Content Provider ACM Digital Library
Author Yang, Jie Gao, Sheng He, Haiyang Guo, Jun Qiao, Yuanyuan
Abstract The mobile Internet brings tremendous opportunities for researchers to analyze user mobility pattern, which is of great importance for Internet Service Providers (ISP) to provide better location-based services. This paper focuses on predicting user mobility patterns based on their different mobility characteristics. For that, we collect real-world data from Long Term Evolution (LTE) mobile network by a specially developed network traffic analysis platform followed by clustering the user into stationary one or mobile one with a location-entropy-based method for distinguishing groups with distinct mobility characteristics, and then we present the tailored Intelligent Time Division (ITD) method and Time-Based Markov (TBM) predictor for the location prediction of stationary and mobile users respectively. Extensive experiments demonstrate the effectiveness and better performance of our proposed methods compared with the baselines, as well as the adaptabilities of different predictors according to individual's mobility characteristics.
Starting Page 39
Ending Page 44
Page Count 6
File Format PDF
ISBN 9781450336956
DOI 10.1145/2795381.2795389
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2015-09-07
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Prediction accuracy Network traffic analysis Lte network User clustering Mobility pattern
Content Type Text
Resource Type Article
  • About
  • Disclaimer
  • Feedback
  • Sponsor
  • Contact
  • Chat with Us
About National Digital Library of India (NDLI)
NDLI logo

National Digital Library of India (NDLI) is a virtual repository of learning resources which is not just a repository with search/browse facilities but provides a host of services for the learner community. It is sponsored and mentored by Ministry of Education, Government of India, through its National Mission on Education through Information and Communication Technology (NMEICT). Filtered and federated searching is employed to facilitate focused searching so that learners can find the right resource with least effort and in minimum time. NDLI provides user group-specific services such as Examination Preparatory for School and College students and job aspirants. Services for Researchers and general learners are also provided. NDLI is designed to hold content of any language and provides interface support for 10 most widely used Indian languages. It is built to provide support for all academic levels including researchers and life-long learners, all disciplines, all popular forms of access devices and differently-abled learners. It is designed to enable people to learn and prepare from best practices from all over the world and to facilitate researchers to perform inter-linked exploration from multiple sources. It is developed, operated and maintained from Indian Institute of Technology Kharagpur.

Learn more about this project from here.

Disclaimer

NDLI is a conglomeration of freely available or institutionally contributed or donated or publisher managed contents. Almost all these contents are hosted and accessed from respective sources. The responsibility for authenticity, relevance, completeness, accuracy, reliability and suitability of these contents rests with the respective organization and NDLI has no responsibility or liability for these. Every effort is made to keep the NDLI portal up and running smoothly unless there are some unavoidable technical issues.

Feedback

Sponsor

Ministry of Education, through its National Mission on Education through Information and Communication Technology (NMEICT), has sponsored and funded the National Digital Library of India (NDLI) project.

Contact National Digital Library of India
Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302
See location in the Map
03222 282435
Mail: support@ndl.gov.in
Sl. Authority Responsibilities Communication Details
1 Ministry of Education (GoI),
Department of Higher Education
Sanctioning Authority https://www.education.gov.in/ict-initiatives
2 Indian Institute of Technology Kharagpur Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project https://www.iitkgp.ac.in
3 National Digital Library of India Office, Indian Institute of Technology Kharagpur The administrative and infrastructural headquarters of the project Dr. B. Sutradhar  bsutra@ndl.gov.in
4 Project PI / Joint PI Principal Investigator and Joint Principal Investigators of the project Dr. B. Sutradhar  bsutra@ndl.gov.in
Prof. Saswat Chakrabarti  will be added soon
5 Website/Portal (Helpdesk) Queries regarding NDLI and its services support@ndl.gov.in
6 Contents and Copyright Issues Queries related to content curation and copyright issues content@ndl.gov.in
7 National Digital Library of India Club (NDLI Club) Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach clubsupport@ndl.gov.in
8 Digital Preservation Centre (DPC) Assistance with digitizing and archiving copyright-free printed books dpc@ndl.gov.in
9 IDR Setup or Support Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops idr@ndl.gov.in
I will try my best to help you...
Cite this Content
Loading...