A Novel mobility model for realistic behavior in
Vehicular Ad hoc Network
Dhananjay S. Gaikwad
Computer Engineering Department,
Sardar Vallabhbhai National Institute of
Technology, Surat, Gujarat
India-395007
dhananjayg63@gmail.com , g.dhananjay@coed.svnit.ac.in
Mukesh Zaveri
Computer Engineering Department,
Sardar Vallabhbhai National Institute of
Technology, Surat, Gujarat
India-395007
mazaveri@coed.svnit.ac.in
Abstract— Mobility models or the movement patterns of nodes
communicating wirelessely, play a vital role in the simulation-
based evaluation of vehicular Ad Hoc Networks (VANETs). Even
though recent research has developed models that better
corresponds to real world mobility, we still have a limited
understanding of the level of the required level of mobility details
for modeling and simulating VANETs. In this paper, we propose
a new mobility model for VANETs that works on the city area. In
this model we map the topology of streets and behavior of
vehicles at the intersection of roads. In our proposed model, we
change the speed of nodes after some specific distance in
accordance to neighboring nodes, so this will lead a realistic
situation on the roads. Our new proposed model accounts the
various characteristics of VANETs such as traffic lights,
acceleration/deceleration due to nearby vehicles, attraction points
where maximum numbers of vehicle tends to go. Using the real
and controlled map of street, we compare our mobility model
with the random direction mobility model. Our result
demonstrates that probability of link availability in VANETs is
more sensitive to the vehicles waiting at intersections and
acceleration/deceleration of vehicles. We also found that
probability of link availability suffers at the intersection of the
roads, because some nodes cross the signal continue movement in
horizontal direction while some nodes change the direction of
traveling to vertical.
Keywords- Vehicular Ad Hoc Network (VANETs), Mobile
Ad Hoc Network (MANETs).
1. INTRODUCTION
Ad hoc network is a collection of wireless mobile nodes
without any fixed base station infrastructure and centralized
management. Each node acts as both host and router, which
moves arbitrarily and communicates with each other via
multiple wireless links. It is a multi-hop wireless network,
where packets need to pass through several nodes to reach
destination [2]. Vehicular Ad Hoc Network (VANETs) are a
special case of Mobile Ad Hoc Network (MANETs) and
consist of a number of vehicles traveling on urban streets
capable of communicating with each other without fixed
infrastructures. VANETs are expected to benefit safety
applications, gathering and disseminating real-time traffic
congestion and routing information, information services such
as transparent connection to internet etc [3].
One critical aspect of VANETs simulation is the movement
pattern of vehicles, also called mobility models. Mobility
model determine the location of nodes in the topology at any
given instant, which strongly affects network connectivity and
throughput [5]. There are several mobility models such as
random pattern, graph constrained commonly used in popular
wireless simulators such as ns2 [16] by VANET researchers
[4]. But one problem with these models is that they ignores
some critical aspects of the real world traffic such as queuing
of vehicles at road intersection, traffic lights and traffic signs,
acceleration and deceleration according to neighbor vehicles.
Mobility models should reflect as possible as the real behavior
of vehicular traffic on the road [1].
In this paper, we propose a new mobility model, which
incorporates important features of mobility model on the road,
such as presence of traffic light on the road, node movement is
restricted to the road structure and speed changes in
accordance to the neighboring vehicle.
The rest of paper is organized as follows: section 2
describes some currently used mobility models and some tools
for generation of mobility models. Section 3, describes our
new proposed mobility model and simulation of our model.
Finally Section 4 concludes the paper.
2. MOBILITY MODEL OVERVIEW
Mobility model reflects the behavior of the nodes throughout
the simulation time. It shows how the nodes change their
speed and direction in accountancy to the neighboring vehicles
and according to the traffic rule. Following are some
important factors those affect the mobility of nodes in
VANETs.
• Street structure: Streets force nodes to conne their
movements to well-defined paths. This constrained
movement pattern determines the spatial distribution
of nodes and their connectivity. Streets can have
either single or multiple lanes and can allow either
one-way or two-way traffic.
• Block size: A city block can be considered the
smallest area surrounded by streets. The block size
determines the number of intersections in the area,
which in turn determines the frequency with which a
vehicle stops.
2011 11th IEEE International Conference on Computer and Information Technology
978-0-7695-4388-8/11 $26.00 © 2011 IEEE
DOI 10.1109/CIT.2011.70
597
2011 11th IEEE International Conference on Computer and Information Technology
978-0-7695-4388-8/11 $26.00 © 2011 IEEE
DOI 10.1109/CIT.2011.70
597