RWP plus : A New Random Waypoint Model for High-Speed Mobility

被引:6
作者
Ammar, Hussein A. [1 ]
Adve, Raviraj [1 ]
Shahbazpanahi, Shahram [1 ,2 ]
Boudreau, Gary [3 ]
Srinivas, Kothapalli Venkata [3 ]
机构
[1] Univ Toronto, Edward S Rogers Sr Dept Elect & Comp Engn ECE, Toronto, ON M5S 3G4, Canada
[2] Ontario Tech Univ, Dept Elect Comp & Software Engn, Oshawa, ON L1H 7K4, Canada
[3] Ericsson Canada, Ottawa, ON K2K 2V6, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Roads; Urban areas; Data models; Measurement; Standards; Shape; Routing; Random waypoint; mobility; handoff rate; FUNDAMENTALS;
D O I
10.1109/LCOMM.2021.3111530
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
In this letter, we emulate real-world statistics for mobility patterns on road systems. We then propose modifications to the assumptions of the random waypoint (RWP) model to better represent high-mobility profiles. We call the model under our new framework as RWP+. Specifically, we show that the lengths of the transitions which constitute a trip, are best represented by a lognormal distribution, and that the velocities are best described by a linear combination of normal distributions with different mean values. Compared to the assumptions used in the literature for mobile cellular networks, our modeling provides mobility metrics, such as handoff rates, that better characterize actual emulated trips from the collected statistics.
引用
收藏
页码:3748 / 3752
页数:5
相关论文
共 11 条
  • [1] Ammar H. A., RWP REPOSITORY
  • [2] Ammar H. A., 2021, ARXIV210414589
  • [3] Stochastic Geometric Analysis of User Mobility in Heterogeneous Wireless Networks
    Bao, Wei
    Liang, Ben
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2015, 33 (10) : 2212 - 2225
  • [4] Stochastic properties of the random waypoint mobility model
    Bettstetter, C
    Hartenstein, H
    Pérez-Costa, X
    [J]. WIRELESS NETWORKS, 2004, 10 (05) : 555 - 567
  • [5] Johnson DB., 1996, MOBILE COMPUTING, V353, P153, DOI [10.1007/978-0-585-29603-6_5, DOI 10.1007/978-0-585-29603-6_5]
  • [6] Towards Understanding the Fundamentals of Mobility in Cellular Networks
    Lin, Xingqin
    Ganti, Radha Krishna
    Fleming, Philip J.
    Andrews, Jeffrey G.
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2013, 12 (04) : 1686 - 1698
  • [7] Luxen D., 2021, OPEN SOURC ROUT MACH
  • [8] Handoff Rate and Coverage Analysis in Multi-Tier Heterogeneous Networks
    Sadr, Sanam
    Adve, Raviraj S.
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2015, 14 (05) : 2626 - 2638
  • [9] Schroeder Lee, 1974, MATH TEACH, V67, P183
  • [10] Fundamentals of Mobility-Aware Performance Characterization of Cellular Networks: A Tutorial
    Tabassum, Hina
    Salehi, Mohammad
    Hossain, Ekram
    [J]. IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2019, 21 (03): : 2288 - 2308