Validation of the random waypoint mobility model through a real world mobility trace

Author(s)

Rojas, Andres; Branch, Philip A.; Armitage, Grenville J.

Available versions

Abstract

The Random Waypoint Model (RWP) is a simple mobility model based on random destinations, speeds and pause times. The RWP is one of many mobility models used in simulations of mobile communications networks to model human movement. The RWP is often criticised as not being representative of how humans actually move. Paradoxically, validation of the RWP against real mobility data is seen as being difficult due to the impracticalities of obtaining real mobility data. In this paper we consider the RWP as a model of user mobility in networks that cater for a large geographical areas, such as a city. We present results from a real world user movement trace and use these to validate some of the key characteristics of the RWP. The data presented was obtained from one individual's movement around the city of Melbourne, Australia, for a period of two months and included recording the individual's destinations, speed, rest times, and routes of travel.

Publication year

2005

Publication type

Conference paper

Source

2005 IEEE Region 10 Conference [Tencon 2005], 21-24 November 2005, Melbourne, Victoria, Australia, pp. 1-6

Publisher

IEEE

ISBN

9780780393127

Copyright

Copyright © 2005 IEEE. The published version is reproduced in accordance with the copyright policy of the publisher. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.

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