Location management in PCN by movement prediction of the mobile host

Goutam Chakraborty, Bhed Bahadur Bista, Debasish Chakrabort, Norio Shiratori

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    10 Citations (Scopus)

    Abstract

    The mobile host's mobility profile, in a Personal Communication Network (PCN) environment, is modeled. It is argued that, for a majority of mobile hosts (MHs) for most of the time, the movement profile repeats on a day-to-day basis. The next movement strongly depends on the present location and the time of the day. In this paper, such a pattern for every individual MHs is learned. The model is not static and re-learning is initiated as the behavior of the mobile host changes. Thus the model assumes that the past patterns will repeat in future and a past causal relationship (i.e., next state depends on previous state) continue into the future. A copy of the model is uploaded at the home location register (HLR). This facilitates the system to predict to a high degree of accuracy the location of a MH. During the course of learning, as the model gets perfected, the frequency of updates decreases as well as the probability of success in paging improves. The model is continuously verified locally and re-learning is initiated when a shift in mobility pattern is detected. The validity of the proposed model was verified through simulations.

    Original languageEnglish
    Title of host publicationIEEE International Symposium on Industrial Electronics
    PublisherInstitute of Electrical and Electronics Engineers Inc.
    Pages78-83
    Number of pages6
    Volume1
    ISBN (Print)0780373693, 9780780373693
    Publication statusPublished - 2002
    Event2002 IEEE International Symposium on Industrial Electronics, ISIE 2002 - L'Aquila
    Duration: 2002 Jul 82002 Jul 11

    Other

    Other2002 IEEE International Symposium on Industrial Electronics, ISIE 2002
    CityL'Aquila
    Period02/7/802/7/11

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    Keywords

    • Adaptive Location management
    • Mobile terminal
    • Updating and paging
    • User's movement profile

    ASJC Scopus subject areas

    • Electrical and Electronic Engineering
    • Control and Systems Engineering

    Cite this

    Chakraborty, G., Bista, B. B., Chakrabort, D., & Shiratori, N. (2002). Location management in PCN by movement prediction of the mobile host. In IEEE International Symposium on Industrial Electronics (Vol. 1, pp. 78-83). [1026044] Institute of Electrical and Electronics Engineers Inc..