Importance of accurate mobility modeling in teletraffic analysis of the mobile environment

被引:0
|
作者
Basgeet, DR [1 ]
Irvine, J [1 ]
Munro, A [1 ]
Barton, MH [1 ]
机构
[1] Univ Bristol, Networks & Protocol Grp, Bristol, Avon, England
关键词
mobility model; cell residence time; traffic load; mobile environment; radio resource management;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper shows the importance of taking into account accurate mobility effects in performance evaluation of key teletraffic metrics of mobile communication networks. To accomplish this task, we introduce a new discrete stochastic node, the Pole of Gravity characterizing the temporal and spatial behavior of mobile users. This novel concept forms the realm of our mobility model termed as Scalable Mobility Model (SMM) and provides a realistic set of Oaths traversed by subscribers on a daily basis by taking into account attraction points, geographical environments, time factor and grouping individual subscribers into specific classes of mobility. Using this Approach, we demonstrate the need and importance of taking mobility-related factors in the analysis of teletraffic issues by investigating the signaling and traffic related parameters such cell residence time and traffic load. Our simulation results include a comparative performance of SMM against the well known random way point model for same performance issues for the City Area of Bristol, UK during the rush and busy hour.
引用
收藏
页码:1836 / 1840
页数:5
相关论文
共 50 条
  • [1] Teletraffic analysis and mobility modeling of PCS networks
    Fang, YG
    Chlamtac, I
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 1999, 47 (07) : 1062 - 1072
  • [2] Teletraffic modeling for mobile communications
    Dahlberg, TA
    Jung, JW
    [J]. ICC 98 - 1998 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS VOLS 1-3, 1998, : 1805 - 1809
  • [3] Accurate mobility modeling and location prediction based on pattern analysis of handover series in mobile networks
    Fulop, Peter
    Imre, Sandor
    Szabo, Sandor
    Szalka, Tamas
    [J]. MOBILE INFORMATION SYSTEMS, 2009, 5 (03) : 255 - 289
  • [4] Teletraffic analysis and simulation of mobile satellite systems
    Ruiz, G
    Doumi, TL
    Gardiner, JG
    [J]. 1996 IEEE 46TH VEHICULAR TECHNOLOGY CONFERENCE, PROCEEDINGS, VOLS 1-3: MOBILE TECHNOLOGY FOR THE HUMAN RACE, 1996, : 252 - 256
  • [5] Mobility Modeling and Analysis in Mobile Communication Networks
    Jang, Hee-Seon
    [J]. 2018 TENTH INTERNATIONAL CONFERENCE ON UBIQUITOUS AND FUTURE NETWORKS (ICUFN 2018), 2018, : 635 - 637
  • [6] TELETRAFFIC ANALYSIS FOR MULTICELL MOBILE RADIO TELEPHONE SYSTEMS
    BAKRY, SH
    ACKROYD, MH
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 1982, 30 (08) : 1905 - 1909
  • [7] A Coxian model for channel holding time distribution for teletraffic mobility modeling
    Soong, BH
    Barria, JA
    [J]. IEEE COMMUNICATIONS LETTERS, 2000, 4 (12) : 402 - 404
  • [8] Teletraffic analysis and simulation for nongeostationary mobile satellite systems
    Ruiz, G
    Doumi, TL
    Gardiner, JG
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 1998, 47 (01) : 311 - 320
  • [9] Modeling and Analysis of Mobility Management in Mobile Communication Networks
    Baek, Woon Min
    Yoon, Ji Hyun
    Kim, Chesoong
    [J]. SCIENTIFIC WORLD JOURNAL, 2014,
  • [10] The Importance of Accurate Atmospheric Modeling
    Payne, Dylan
    Schroeder, John
    Liang, Pang
    [J]. REMOTE SENSING OF THE ATMOSPHERE, CLOUDS, AND PRECIPITATION V, 2014, 9259