A clustering-based context-aware mechanism for IEEE 802.21 Media Independent Handover

Miao Xiong, Jiannong Cao

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

8 Citations (Scopus)

Abstract

The IEEE Media Independent Handover (MIH) services are not aware of different user contexts, and thus cannot provide context-aware services to improve user experience. To address this problem, we extend MIH framework with a context-awareness module. More specifically, we present a clustering based context-aware mechanism for predicting stability of wireless links in our framework. Unlike existing works, which require prior knowledge on network environment and user mobility pattern, our proposed mechanism can automatically be aware of environmental interference, user location, user handover policy, and user mobility. A K-mean clustering method is adopted to process the classification of user context, and then the link stability is predicted with contidional probability according to different classifications. Experimental results show that our proposed context-aware prediction can well guide the mobile user to obtain a stable wireless link.
Original languageEnglish
Title of host publication2013 IEEE Wireless Communications and Networking Conference, WCNC 2013
Pages1569-1574
Number of pages6
DOIs
Publication statusPublished - 21 Aug 2013
Event2013 IEEE Wireless Communications and Networking Conference, WCNC 2013 - Shanghai, China
Duration: 7 Apr 201310 Apr 2013

Conference

Conference2013 IEEE Wireless Communications and Networking Conference, WCNC 2013
Country/TerritoryChina
CityShanghai
Period7/04/1310/04/13

Keywords

  • Context-Awareness
  • IEEE 802.21
  • K-mean Clustering
  • Link Stability

ASJC Scopus subject areas

  • Engineering(all)

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