SlideShare a Scribd company logo
1 of 5
Download to read offline
International Journal of Engineering and Techniques - Volume 1 Issue 5, September-October 2015
ISSN: 2395-1303 http://www.ijetjournal.org Page 67
A Survey of Challenges in selection of Vehicular Mobility Models
in VANET
Medhavi Malik1
, Rupika Dureja2
1,2
(Department of Computer Science, Banasthali University, Rajasthan)
I. INTRODUCTION
Driving has become more dangerous and risky as
numbers of vehicles are increasing day by day.
According to World Health Organisation Survey
[13], approximately 1.2 million people are killed
and 50 million are injured in road accidents every
year. Road traffic and road injuries are predictable
as well as preventive.
“A Vehicular Ad-Hoc Network” or VANET is a
technology that uses moving cars as nodes in a
network to create a mobile network. VANET turns
every participating car into a wireless router or
node, allowing cars approximately 100 to 300
meters of each other to connect and, in turn, creates
a network with a wide range. As cars fall out of the
single range and drop out of the network, other cars
can join in, connecting vehicles to one another so
that a mobile Internet is created. ” VANET is a self-
organized network which is a special type of
MANET. The term VANET was adopted to reflect
the ad hoc nature of highly dynamic network.
Researches for introducing the wireless
communication in vehicles had started in 1980s.
Two types of communications scenario exist in
vehicular ad hoc networks: vehicle-to-vehicle (V2V)
and vehicle to infrastructure (V2I).
Dedicated short range (DSRC), an enhanced
version of the Wi-Fi technology, is employed by
VANETs to supports the data transfer in an
environment that frequently changes. DSRC also
supports high data rates and time critical response
in VANETs.
The major goal of VANET is to increase the road
safety and transportation efficiency. VANET helps
in reducing the road accidents and traffic jams.
IEEE 1609 has introduced trail use standard for
WAVE (Wireless access in vehicular environment)
for VANET. IEEE 802.11p is the standard name for
VANET.
The communication between the mobile nodes may
be one hop communication or can be multi-hop
communication. When we compare VANET with
MANET, VANET comprises of following features:
Dynamic topology, Mobility models, Infinite
energy supply and Localization functionality.
Abstract:
With the recent advancement of technology, a new technology named VANET (Vehicular Adhoc
Network) is emerging day by day. VANET is a wireless communication between vehicles to vehicles
and RSU (vehicles to road side units). It is different from MANET, so the challenges of VANET are also
different from MANET. It has many challenges like safety, traffic and user application based challenges
which require some particular design. The vehicular mobility model plays a vital role in examining
different challenges. There are different models for different purposes and for getting better results we
have to apply the correct model which is suitable for the particular situation. In this paper, a proper
classification is done between different vehicular mobility models with respect to their types, sub types,
usage (interaction level), evaluating purpose and example of each model is also provided.
Keywords — VANET, MANET, IEEE 802.11p, Adhoc Networks, Vehicular mobility model.
RESEARCH ARTICLE OPEN ACCESS
International Journal of Engineering and Techniques - Volume 1 Issue 5, September-October 2015
ISSN: 2395-1303 http://www.ijetjournal.org Page 68
In United States 75MHz in the 5.9 GHz band is
allocated to VANET. In Japan and Europe 5.8 GHz
band is allocated to VANET.
After much development in the field of VANET,
many more development is yet to come for that it is
very important to evaluate VANET design in real
situation. For a good and effective as well as
efficient VANET, many protocols should be
developed and the challenges which we are facing
today will act as future scope. According to the
future perspective, the mobility models for VANET
will be described in order to produce realistic
mobility pattern. These mobility models play a very
important and unique role in enhancing and for
making VANET design better. The interaction of
mobility models and environment with the vehicle
is also a very important factor because it is
important to know that how a mobility model
shares information with network and how it
communicates the information from network
simulator. All this phenomena affects the mobility
traffic in mobility model.
The paper is organized as follows. VANET
communication challenges is described in section
II. In section III Vehicular Mobility Models are
presented with their types and subtypes and
examples, and finally we conclude our paper in
section IV.
II. COMMUNICATION CHALLENGES
VANET is an enhanced form of MANET. MANET
is flexible and has dynamic topology. On some
characteristics VANET is different from MANET.
The nodes which are vehicles in VANET are highly
mobile but the mobility factor of nodes in MANET
is very low because nodes are pedestrians in case of
MANET. The pattern of movement in VANET is
predicable because nodes (vehicles) move on roads
and they are fixed and known. The vehicles moves
with the variable speed and comes in contact of
road side units or road side infrastructure for very
less amount of time (10 to 15 sec), so VANET
requires dynamic topology and V2V
communication(vehicular to vehicle
communication.). VANET has short bandwidth, so
it can connect to those objects which come in its
bandwidth limit. The problem caused by shorter
bandwidth is during traffic jams, accidents, traffic
lights etc. In these situations, congestion of packets
occurs. So, less flooding of information is required
in this type of network.
There are some more safety issues and user
applications which are described in [12]. VANET
protocols should be designed in such a way so that
they will help the drivers to come out from any
situation like traffic , accidents and also the
protocols should also tell drivers the shortest path in
case of any emergency situation. Rapid actions are
needed in some cases with proper and timely
delivery of packets which will increase the QOS
(Quality of service) and provides better results.
Safety is very important in every aspect of life, so
in VANET safety of data and safety of personal
information is also needed. As we all know that
there are people who hacks data or masquerades,
are major challenge in case of data safety. As in
VANET data will flow from one node to other so
for protecting the data, proper security protocols
should be applied like user authentication, data
authentication. If wrong data or data about false
accidents is injected in the VANET network then
that may lead to the flow of false information in the
network which may lead to traffic jams, accidents.
Police and government should also have some
measure to identify the vehicles in certain
conditions like vehicle thefts, rescue operations and
accidents.
VANET challenges
Figure 1 VANET CHALLENGES
Traffic
Based
Safety
Based
User
Application
Based
International Journal of Engineering and Techniques - Volume 1 Issue 5, September-October 2015
ISSN: 2395-1303 http://www.ijetjournal.org Page 69
Here are challenges which are described according
to their characteristics in the Table 1, table 2 and in
table 3 which will lead to better understanding of
these three types of challenges.
Table 1
Traffic based challenges and requirements
Challenges Design Requirement
Highly Dynamic Vehicles so,
not in range of RSI (Road side
infrastructure) for more than 10
sec to 15 sec.
• Dynamic Topology
• Requires Vehicle to
Vehicle
communication.
Bandwidth is lesser. Less flooding of information in
network.
Traffic jam and emergency
conditions.
Proper congestion control
mechanism.
Accidents and traffic jam. Rapid reaction with stringent
timing constraints and accurate
packet delivery better QOS
(Quality of service) is required.
Table 2
Safety based challenges and requirements
Challenge Design Requirement
Safety challenges like
masquerading.
User authentication and data
authentication.
Table 3
User application based challenges and requirements
Challenge Design Requirement
User application based
challenges like revenue
generation for providing funds
for VANET
It requires information flooding
in the network.
III. VEHICULAR MOBILITY MODEL
For considering any model for vehicular mobility
we will have to consider some real situations for
any vehicle like traffic jams, trees, traffic light,
merging and demerging of roads, accidents,
highways, variable speed of cars (vehicles) etc. no
model is complete without considering the real
situations in there model. However for specific
application and challenges, every real world
situation is not incorporated in the same mobility
model so that’s why we have different mobility
models for different situations. Some mobility
models are considered depending on their
characteristics and their usage or scope of usage [1].
Figure 2 Vehicular Mobility Model
A. Flow Models – In this type of model the
movement of vehicle as a single entity, group
entity and entity with PDF (Probability Density
Function) are considered. The scope of this
model is that it is used for traffic and safety. The
interaction between vehicles and environment is
very less. It is of three types.
1) Microscopic Modelling: In this type of model,
mobility parameters of one car with respect
to the other car is considered [14].Some
Vehicular Mobility Model
Flow Model
Microscopic
Model
Macroscopic
Model
Mesoscopic
Flow Model
Trace based Model
Behavioral Model
Traffic Model
Random Model
Agent centric
Traffic Model
Flow Centric
Model
International Journal of Engineering and Techniques - Volume 1 Issue 5, September-October 2015
ISSN: 2395-1303 http://www.ijetjournal.org Page 70
microscopic models are CFM (Car following
Model), Krauss Model [2], CA Model
(Cellular automated model) [9].
2) Mesoscopic Flow Models: This model describes
the vehicular arrival time, velocity
distribution as discussed in [14].
3) Macroscopic Flow Models – In this Macro
(group) identities are considered. This model
describes vehicular density, vehicular
velocity and vehicular flow as describes in
[14].
B. Trace based Model
By this model we can directly extract the
original pattern of mobility from the movement
traces. These movement traces are gathered
through measurement campaigns on cabspot [3]
and Diselnet [4].This type of model is used for
understanding the movement pattern of vehicles.
Some Trace based models are multi- agent
microscopic traffic model (MMTS) [5]. The
University of Delaware mobility model (UDel
Model) [6]. These types of models are used for
traffic safety and user applications and also for
future.
C. Behavioural Model
This model depends on the human behaviour
because human drives the vehicles. Balmer [7]
proposed a behavioural model in 2007, by this
model we can study that the humans follows the
traffic rules or not. These kinds of models are
used in traffic and safety applications.
D. Random Models
The parameters for random models depends on
random mobility like speed of a vehicle, halting
point, source, destination. Some random models
are Freeway Model [8], Random waypoint
Model (RWM) [8]. These kinds of models are
used in traffic and safety as well as for user
applications.
E. Traffic Model
The parameters of this model are traffic light,
traffic on road and other trafficking policies. In
this model, there is a real time interaction
between the vehicles and its surrounding
environment. Traffic lights do not act as
obstacles, so it is different from flow model
because in flow model traffic lights are obstacles.
In this model real time situation and real time
traffic is considered. It is of two types:-
1) Agent centric traffic Models – In this at least one
distance path per vehicle is created. It can
create spontaneous and optimized paths
depending upon the traffic jam, accidents and
also by considering the humans (drivers)
mind state. MaTSim [10] is an example of
agent centric model.
2) Flow centric Model – In this, a subset of paths
and a flow of vehicles follows the same path.
This approach is used for solving the
computational complexity. JUMO [11] is an
example of flow centric model.
Table 4
Summary of Vehicular Mobility Models
Types Sub Types Interactio
n
Evaluatio
n Purpose
Example
Flow
Model
Microscopic
modelling ,
Macroscopic
Flow Model ,
Mesoscopic
Flow Model
Small
interaction
between
vehicles
and
environmen
t
Traffic and
Safety
application
CFM,IDM
Model
LWR
Model
Gas Kinetic
Traffic
Flow
Model
Rando
m
models
-
No
interaction
Traffic and
Safety
application
RWM,
Freeway
Model
Behavi
oural
model
-
Real time
interaction
Traffic and
Safety
application
Balmer
Model
Trace
Based
Model
-
Real time
interaction
Traffic and
Safety
applications
and user
applications
UDel
Model,
MMTS
Model
Traffic
Model
Agent Centric
Traffic Flow
Model ,
Flow Centric
Traffic
Models
Real time
interaction
between
Vehicle and
environmen
t
Traffic and
safety
applications
MATSim
SUMO
International Journal of Engineering and Techniques - Volume 1 Issue 5, September-October 2015
ISSN: 2395-1303 http://www.ijetjournal.org Page 71
IV. CONCLUSION
In this paper we have presented many challenges
we are facing in present and which we will face in
future. For evaluation, different mobility models are
proposed in this paper. The usage and applications
as well as the sub types and examples of these
mobility models are shown in Table 4. Proper
model and designing is required for better results.
So for increasing the QOS and for getting a better
result, we can combine one or more models.
REFERENCES
1. Hannes Hartenstein Kenneth P Laberteaux
(2010)”VANET: Vehicular applications and
inter-Networking Technologies”, A John Wiley
and sons,Ltd,Publication.
2. Krauss 1998 Microscopic Modeling of Traffic
Flow: Investigation of Collision Free Vehicle
Dynamics. phD thesis, Univrsität zu Köln.
3. Cabspot 2006 The Cabspotting Project
http://cabspotting.org. Cacciabue P 2007
Modelling
Driver Behaviour in Automotive
Environments
Critical Issues in Driver.
4. Dieselnet 2009 UMass Diverse Outdoor
Mobile
Environment(DOME),
http://prisms.cs.umass.edu/dome.
5. MMTS 2006 Realistic Vehicular Traces from
the
Multi-agent Microscopic Traffic Simulator
(MMTS),
http://lst.inf.ethz.ch/ad-hoc/car-traces/ .
6. UDel Models 2007 UDel Models For
Simulation of
Urban Mobile Wireless Networks,
http://udelmodels.eecis.udel.edu/ .
7. Balmer M 2007 Travel demand modeling for
multi-agent traffic simulations: Algorithms and
systems, PhD thesis, ETH Zurich, Switzerland.
8. Payne H 1973 Freeway Traffic Control and
Surveillance Model. Journal of the
Transportation Engineering Division 99, 767–
783.
9. Nagel K and Schreckenberg M 1992 A Cellular
Automaton Model for Freeway Traffic. Journal
de Physique I 12, 2221–2229.
10. MATSim 2009 The MATSim Framework,
http://www.matsim.org.
11. SUMO 2009 SUMO – Simulation of Urban
Mobility,
http://sumo.sourceforge.net.
12. YASSER TOOR, PAUL MĹ°HLETHALAR
ANIS LAOUITI, ARNAUD DE LA
FORTELLE, ECOLEDES DE
MINES“VEHICLE AD HOCNETWORKS:
APPLICATIONS AND RELATED
TECHNICAL ISSUES” IEEE Communications
Surveys & Tutorials • 3rd Quarter 2008.
13. http://www.who.int/violence_injury_prevention
/publications/road_traffic/world_report/en/
14. Sandeep Tayal , Malay Ranjan TRipathy
“VANET challenges in selection of mobility
models”, second International Conference on
Advance Computing and Communication
Technologies 2012.

More Related Content

What's hot

Intra-vehicular Wireless Sensor Networks
Intra-vehicular Wireless Sensor NetworksIntra-vehicular Wireless Sensor Networks
Intra-vehicular Wireless Sensor NetworksSinem Coleri Ergen
 
VEHICLE TO VEHICLE WIRELESS COMMUNICATION
VEHICLE TO VEHICLE WIRELESS COMMUNICATIONVEHICLE TO VEHICLE WIRELESS COMMUNICATION
VEHICLE TO VEHICLE WIRELESS COMMUNICATIONRahul Natarajan
 
V2V design presentation final
V2V design presentation finalV2V design presentation final
V2V design presentation finalIbrahim Mosaad
 
Signature seeking drive for incentive based ad dissemination
Signature seeking drive for incentive based ad disseminationSignature seeking drive for incentive based ad dissemination
Signature seeking drive for incentive based ad disseminationIAEME Publication
 
Introduction to the connected vehicle imsa 2015 annual conference
Introduction to the connected vehicle   imsa 2015 annual conferenceIntroduction to the connected vehicle   imsa 2015 annual conference
Introduction to the connected vehicle imsa 2015 annual conferenceJim Frazer
 
A review on various security attacks in vehicular ad hoc networks
A review on various security attacks in vehicular ad hoc networksA review on various security attacks in vehicular ad hoc networks
A review on various security attacks in vehicular ad hoc networksjournalBEEI
 
vehicular communications
vehicular communicationsvehicular communications
vehicular communicationsSaikiran Guduri
 
Master-Slave Clustering Technique for High Density Traffic in Urban VANET Sce...
Master-Slave Clustering Technique for High Density Traffic in Urban VANET Sce...Master-Slave Clustering Technique for High Density Traffic in Urban VANET Sce...
Master-Slave Clustering Technique for High Density Traffic in Urban VANET Sce...rifat1tasnim
 
Challenging Issues in VANET Network and its Routing Algorithms-An Analysis
Challenging Issues in VANET Network and its Routing Algorithms-An AnalysisChallenging Issues in VANET Network and its Routing Algorithms-An Analysis
Challenging Issues in VANET Network and its Routing Algorithms-An Analysisidescitation
 
Way to green intelligent traffic control with vanet
Way to green intelligent traffic control with vanetWay to green intelligent traffic control with vanet
Way to green intelligent traffic control with vanetIAEME Publication
 
03-Event Notification in VANET with Traffic Congestion Detection and Congesti...
03-Event Notification in VANET with Traffic Congestion Detection and Congesti...03-Event Notification in VANET with Traffic Congestion Detection and Congesti...
03-Event Notification in VANET with Traffic Congestion Detection and Congesti...Sivaram P
 
SOTM : A Self Organized Trust Management System for VANET
SOTM : A Self Organized Trust Management System for VANET SOTM : A Self Organized Trust Management System for VANET
SOTM : A Self Organized Trust Management System for VANET csandit
 
Inter vehicle communication
Inter vehicle communicationInter vehicle communication
Inter vehicle communicationR prasad
 
Vehicle-2-Vehicle Communication Based on Wireless Sensor Network
Vehicle-2-Vehicle Communication Based on Wireless Sensor NetworkVehicle-2-Vehicle Communication Based on Wireless Sensor Network
Vehicle-2-Vehicle Communication Based on Wireless Sensor NetworkjournalBEEI
 
Co Car Project Germany - Brochure M2M
Co Car Project Germany - Brochure M2MCo Car Project Germany - Brochure M2M
Co Car Project Germany - Brochure M2MGeeks and Com'
 
john dos
john dosjohn dos
john doskachkol
 
White Paper on Transport Safety in the Era of Digital Mobility
White Paper on Transport Safety in the Era of Digital MobilityWhite Paper on Transport Safety in the Era of Digital Mobility
White Paper on Transport Safety in the Era of Digital MobilityCarl Jackson
 

What's hot (19)

Intra-vehicular Wireless Sensor Networks
Intra-vehicular Wireless Sensor NetworksIntra-vehicular Wireless Sensor Networks
Intra-vehicular Wireless Sensor Networks
 
VEHICLE TO VEHICLE WIRELESS COMMUNICATION
VEHICLE TO VEHICLE WIRELESS COMMUNICATIONVEHICLE TO VEHICLE WIRELESS COMMUNICATION
VEHICLE TO VEHICLE WIRELESS COMMUNICATION
 
V2V design presentation final
V2V design presentation finalV2V design presentation final
V2V design presentation final
 
Signature seeking drive for incentive based ad dissemination
Signature seeking drive for incentive based ad disseminationSignature seeking drive for incentive based ad dissemination
Signature seeking drive for incentive based ad dissemination
 
Introduction to the connected vehicle imsa 2015 annual conference
Introduction to the connected vehicle   imsa 2015 annual conferenceIntroduction to the connected vehicle   imsa 2015 annual conference
Introduction to the connected vehicle imsa 2015 annual conference
 
A review on various security attacks in vehicular ad hoc networks
A review on various security attacks in vehicular ad hoc networksA review on various security attacks in vehicular ad hoc networks
A review on various security attacks in vehicular ad hoc networks
 
vehicular communications
vehicular communicationsvehicular communications
vehicular communications
 
Master-Slave Clustering Technique for High Density Traffic in Urban VANET Sce...
Master-Slave Clustering Technique for High Density Traffic in Urban VANET Sce...Master-Slave Clustering Technique for High Density Traffic in Urban VANET Sce...
Master-Slave Clustering Technique for High Density Traffic in Urban VANET Sce...
 
Challenging Issues in VANET Network and its Routing Algorithms-An Analysis
Challenging Issues in VANET Network and its Routing Algorithms-An AnalysisChallenging Issues in VANET Network and its Routing Algorithms-An Analysis
Challenging Issues in VANET Network and its Routing Algorithms-An Analysis
 
VANET
VANETVANET
VANET
 
Car to car communication
Car to car communicationCar to car communication
Car to car communication
 
Way to green intelligent traffic control with vanet
Way to green intelligent traffic control with vanetWay to green intelligent traffic control with vanet
Way to green intelligent traffic control with vanet
 
03-Event Notification in VANET with Traffic Congestion Detection and Congesti...
03-Event Notification in VANET with Traffic Congestion Detection and Congesti...03-Event Notification in VANET with Traffic Congestion Detection and Congesti...
03-Event Notification in VANET with Traffic Congestion Detection and Congesti...
 
SOTM : A Self Organized Trust Management System for VANET
SOTM : A Self Organized Trust Management System for VANET SOTM : A Self Organized Trust Management System for VANET
SOTM : A Self Organized Trust Management System for VANET
 
Inter vehicle communication
Inter vehicle communicationInter vehicle communication
Inter vehicle communication
 
Vehicle-2-Vehicle Communication Based on Wireless Sensor Network
Vehicle-2-Vehicle Communication Based on Wireless Sensor NetworkVehicle-2-Vehicle Communication Based on Wireless Sensor Network
Vehicle-2-Vehicle Communication Based on Wireless Sensor Network
 
Co Car Project Germany - Brochure M2M
Co Car Project Germany - Brochure M2MCo Car Project Germany - Brochure M2M
Co Car Project Germany - Brochure M2M
 
john dos
john dosjohn dos
john dos
 
White Paper on Transport Safety in the Era of Digital Mobility
White Paper on Transport Safety in the Era of Digital MobilityWhite Paper on Transport Safety in the Era of Digital Mobility
White Paper on Transport Safety in the Era of Digital Mobility
 

Viewers also liked

Viewers also liked (19)

[IJET-V1I3P21] Authors :Mr. D K Kamat, Ms. Pooja S Ganorkar, Mrs. R A Jain
[IJET-V1I3P21] Authors :Mr. D K Kamat, Ms. Pooja S Ganorkar, Mrs. R A Jain[IJET-V1I3P21] Authors :Mr. D K Kamat, Ms. Pooja S Ganorkar, Mrs. R A Jain
[IJET-V1I3P21] Authors :Mr. D K Kamat, Ms. Pooja S Ganorkar, Mrs. R A Jain
 
[IJET-V1I3P8] Authors :Mrs. Latha A.P.,Pratik Agarwal, Rishabh Rajgarhia,Shas...
[IJET-V1I3P8] Authors :Mrs. Latha A.P.,Pratik Agarwal, Rishabh Rajgarhia,Shas...[IJET-V1I3P8] Authors :Mrs. Latha A.P.,Pratik Agarwal, Rishabh Rajgarhia,Shas...
[IJET-V1I3P8] Authors :Mrs. Latha A.P.,Pratik Agarwal, Rishabh Rajgarhia,Shas...
 
[IJET-V1I6P4] Authors: Bhatia Shradha, Doshi Jaina,Jadhav Preeti, Shah Nikita
[IJET-V1I6P4] Authors: Bhatia Shradha, Doshi Jaina,Jadhav Preeti, Shah Nikita[IJET-V1I6P4] Authors: Bhatia Shradha, Doshi Jaina,Jadhav Preeti, Shah Nikita
[IJET-V1I6P4] Authors: Bhatia Shradha, Doshi Jaina,Jadhav Preeti, Shah Nikita
 
[IJET-V1I6P5] Authors: Tawde Priyanka, Londhe Archana, Nazirkar Sandhya, Khat...
[IJET-V1I6P5] Authors: Tawde Priyanka, Londhe Archana, Nazirkar Sandhya, Khat...[IJET-V1I6P5] Authors: Tawde Priyanka, Londhe Archana, Nazirkar Sandhya, Khat...
[IJET-V1I6P5] Authors: Tawde Priyanka, Londhe Archana, Nazirkar Sandhya, Khat...
 
Ijet v1 i1p6
Ijet v1 i1p6Ijet v1 i1p6
Ijet v1 i1p6
 
[IJET-V1I5P6] Authors:M. Newlin Rajkumar, M. Lavanya
[IJET-V1I5P6] Authors:M. Newlin Rajkumar, M. Lavanya[IJET-V1I5P6] Authors:M. Newlin Rajkumar, M. Lavanya
[IJET-V1I5P6] Authors:M. Newlin Rajkumar, M. Lavanya
 
[IJET-V1I6P6] Authors: Ms. Neeta D. Birajdar, Mr. Madhav N. Dhuppe, Ms. Trupt...
[IJET-V1I6P6] Authors: Ms. Neeta D. Birajdar, Mr. Madhav N. Dhuppe, Ms. Trupt...[IJET-V1I6P6] Authors: Ms. Neeta D. Birajdar, Mr. Madhav N. Dhuppe, Ms. Trupt...
[IJET-V1I6P6] Authors: Ms. Neeta D. Birajdar, Mr. Madhav N. Dhuppe, Ms. Trupt...
 
[IJET-V1I4P9] Author :Su Hlaing Win
[IJET-V1I4P9] Author :Su Hlaing Win[IJET-V1I4P9] Author :Su Hlaing Win
[IJET-V1I4P9] Author :Su Hlaing Win
 
[IJET-V1I2P11] Authors :Abdul Latif Saleem, Raja Sagar R, Sachin Datta N S, S...
[IJET-V1I2P11] Authors :Abdul Latif Saleem, Raja Sagar R, Sachin Datta N S, S...[IJET-V1I2P11] Authors :Abdul Latif Saleem, Raja Sagar R, Sachin Datta N S, S...
[IJET-V1I2P11] Authors :Abdul Latif Saleem, Raja Sagar R, Sachin Datta N S, S...
 
[IJET-V1I5P10] Author: K.Dhivya, S.Nirmalrajan
[IJET-V1I5P10] Author: K.Dhivya, S.Nirmalrajan [IJET-V1I5P10] Author: K.Dhivya, S.Nirmalrajan
[IJET-V1I5P10] Author: K.Dhivya, S.Nirmalrajan
 
[IJET-V1I4P11] Authors :Wai Mar Myint, Theingi
[IJET-V1I4P11] Authors :Wai Mar Myint, Theingi[IJET-V1I4P11] Authors :Wai Mar Myint, Theingi
[IJET-V1I4P11] Authors :Wai Mar Myint, Theingi
 
[IJET-V1I4P16] Authors : Mr. Pankaj Shende , Syed Tanveer , A. Nagesh
[IJET-V1I4P16] Authors : Mr. Pankaj Shende , Syed Tanveer , A. Nagesh [IJET-V1I4P16] Authors : Mr. Pankaj Shende , Syed Tanveer , A. Nagesh
[IJET-V1I4P16] Authors : Mr. Pankaj Shende , Syed Tanveer , A. Nagesh
 
[IJET-V1I5P5] Authors: T.Jalaja, M.Shailaja
[IJET-V1I5P5] Authors: T.Jalaja, M.Shailaja[IJET-V1I5P5] Authors: T.Jalaja, M.Shailaja
[IJET-V1I5P5] Authors: T.Jalaja, M.Shailaja
 
[IJET-V1I4P2] Authors : Doddappa Kandakur; Ashwini B P
[IJET-V1I4P2] Authors : Doddappa Kandakur; Ashwini B P[IJET-V1I4P2] Authors : Doddappa Kandakur; Ashwini B P
[IJET-V1I4P2] Authors : Doddappa Kandakur; Ashwini B P
 
[IJET-V1I4P17] Authors: Fahimuddin. Shaik, Dr.Anil Kumar Sharma, Dr.Syed.Must...
[IJET-V1I4P17] Authors: Fahimuddin. Shaik, Dr.Anil Kumar Sharma, Dr.Syed.Must...[IJET-V1I4P17] Authors: Fahimuddin. Shaik, Dr.Anil Kumar Sharma, Dr.Syed.Must...
[IJET-V1I4P17] Authors: Fahimuddin. Shaik, Dr.Anil Kumar Sharma, Dr.Syed.Must...
 
[IJET-V1I6P11] Authors: A.Stenila, M. Kavitha, S.Alonshia
[IJET-V1I6P11] Authors: A.Stenila, M. Kavitha, S.Alonshia[IJET-V1I6P11] Authors: A.Stenila, M. Kavitha, S.Alonshia
[IJET-V1I6P11] Authors: A.Stenila, M. Kavitha, S.Alonshia
 
[IJET-V1I5P12] Authors: Omkar Dhorge, ShantanuShamraj ,Sumedh Melkunde, Rohit...
[IJET-V1I5P12] Authors: Omkar Dhorge, ShantanuShamraj ,Sumedh Melkunde, Rohit...[IJET-V1I5P12] Authors: Omkar Dhorge, ShantanuShamraj ,Sumedh Melkunde, Rohit...
[IJET-V1I5P12] Authors: Omkar Dhorge, ShantanuShamraj ,Sumedh Melkunde, Rohit...
 
[IJET-V1I3P14] Authors :Kruthika R.
[IJET-V1I3P14] Authors :Kruthika R.[IJET-V1I3P14] Authors :Kruthika R.
[IJET-V1I3P14] Authors :Kruthika R.
 
[IJET-V1I3P7] Authors : Prateek Joshi, Mohammad UmairZaki
[IJET-V1I3P7] Authors : Prateek Joshi, Mohammad UmairZaki[IJET-V1I3P7] Authors : Prateek Joshi, Mohammad UmairZaki
[IJET-V1I3P7] Authors : Prateek Joshi, Mohammad UmairZaki
 

Similar to [IJET-V1I5P11]Authors: Medhavi Malik, Rupika Dureja

Review Paper on VANET
Review Paper on VANETReview Paper on VANET
Review Paper on VANETPallavi Agarwal
 
ANET: Technical and Future Challenges with a Real Time Vehicular Traffic Simu...
ANET: Technical and Future Challenges with a Real Time Vehicular Traffic Simu...ANET: Technical and Future Challenges with a Real Time Vehicular Traffic Simu...
ANET: Technical and Future Challenges with a Real Time Vehicular Traffic Simu...IJERA Editor
 
SECURITY CHALLENGES, ISSUES AND THEIR SOLUTIONS FOR VANET
SECURITY CHALLENGES, ISSUES AND THEIR SOLUTIONS FOR VANETSECURITY CHALLENGES, ISSUES AND THEIR SOLUTIONS FOR VANET
SECURITY CHALLENGES, ISSUES AND THEIR SOLUTIONS FOR VANETIJNSA Journal
 
SECURITY CHALLENGES, ISSUES AND THEIR SOLUTIONS FOR VANET
SECURITY CHALLENGES, ISSUES AND THEIR SOLUTIONS FOR VANETSECURITY CHALLENGES, ISSUES AND THEIR SOLUTIONS FOR VANET
SECURITY CHALLENGES, ISSUES AND THEIR SOLUTIONS FOR VANETIJNSA Journal
 
H046405864
H046405864H046405864
H046405864IOSR-JEN
 
Overview of VANET with Its Features and Security Attacks
Overview of VANET with Its Features and Security AttacksOverview of VANET with Its Features and Security Attacks
Overview of VANET with Its Features and Security AttacksIRJET Journal
 
Differential Evolution Based Secured Routing Protocols for VANETs
Differential Evolution Based Secured Routing Protocols for VANETsDifferential Evolution Based Secured Routing Protocols for VANETs
Differential Evolution Based Secured Routing Protocols for VANETsIJCSIS Research Publications
 
APPLICABILITY OF OVERLAY NON-DELAY TOLERANT POSITION-BASED PROTOCOLS IN HIGHW...
APPLICABILITY OF OVERLAY NON-DELAY TOLERANT POSITION-BASED PROTOCOLS IN HIGHW...APPLICABILITY OF OVERLAY NON-DELAY TOLERANT POSITION-BASED PROTOCOLS IN HIGHW...
APPLICABILITY OF OVERLAY NON-DELAY TOLERANT POSITION-BASED PROTOCOLS IN HIGHW...ijwmn
 
Ag4103191195
Ag4103191195Ag4103191195
Ag4103191195IJERA Editor
 
IJCER (www.ijceronline.com) International Journal of computational Engineerin...
IJCER (www.ijceronline.com) International Journal of computational Engineerin...IJCER (www.ijceronline.com) International Journal of computational Engineerin...
IJCER (www.ijceronline.com) International Journal of computational Engineerin...ijceronline
 
Performance Evaluation of VANETs for Evaluating Node Stability in Dynamic Sce...
Performance Evaluation of VANETs for Evaluating Node Stability in Dynamic Sce...Performance Evaluation of VANETs for Evaluating Node Stability in Dynamic Sce...
Performance Evaluation of VANETs for Evaluating Node Stability in Dynamic Sce...Editor IJCATR
 
IRJET- Design of a Vehicular Ad-Hoc Netwrork (VANET)
IRJET- Design of a Vehicular Ad-Hoc Netwrork (VANET)IRJET- Design of a Vehicular Ad-Hoc Netwrork (VANET)
IRJET- Design of a Vehicular Ad-Hoc Netwrork (VANET)IRJET Journal
 
Volume 2-issue-6-2195-2199
Volume 2-issue-6-2195-2199Volume 2-issue-6-2195-2199
Volume 2-issue-6-2195-2199Editor IJARCET
 
Volume 2-issue-6-2195-2199
Volume 2-issue-6-2195-2199Volume 2-issue-6-2195-2199
Volume 2-issue-6-2195-2199Editor IJARCET
 
VCN: Vehicular Cloud Network Using RBMR Protocol for Efficient Link Stability...
VCN: Vehicular Cloud Network Using RBMR Protocol for Efficient Link Stability...VCN: Vehicular Cloud Network Using RBMR Protocol for Efficient Link Stability...
VCN: Vehicular Cloud Network Using RBMR Protocol for Efficient Link Stability...IJLT EMAS
 
GEOCAST ROUTING PROTOCOLS FOR VEHICULAR AD-HOC NETWORKS: A SURVEY
GEOCAST ROUTING PROTOCOLS FOR VEHICULAR AD-HOC NETWORKS: A SURVEYGEOCAST ROUTING PROTOCOLS FOR VEHICULAR AD-HOC NETWORKS: A SURVEY
GEOCAST ROUTING PROTOCOLS FOR VEHICULAR AD-HOC NETWORKS: A SURVEYijwmn
 
GEOCAST ROUTING PROTOCOLS FOR VEHICULAR AD-HOC NETWORKS: A SURVEY
GEOCAST ROUTING PROTOCOLS FOR VEHICULAR AD-HOC NETWORKS: A SURVEYGEOCAST ROUTING PROTOCOLS FOR VEHICULAR AD-HOC NETWORKS: A SURVEY
GEOCAST ROUTING PROTOCOLS FOR VEHICULAR AD-HOC NETWORKS: A SURVEYijwmn
 
Review of Security and Privacy Scheme for Vehicular Ad Hoc Networks (VANETs)
Review of Security and Privacy Scheme for Vehicular Ad Hoc Networks (VANETs)Review of Security and Privacy Scheme for Vehicular Ad Hoc Networks (VANETs)
Review of Security and Privacy Scheme for Vehicular Ad Hoc Networks (VANETs)Dr. Amarjeet Singh
 
STUDY OF THE EFFECT OF VELOCITY ON END-TOEND DELAY FOR V2V COMMUNICATION IN ITS
STUDY OF THE EFFECT OF VELOCITY ON END-TOEND DELAY FOR V2V COMMUNICATION IN ITSSTUDY OF THE EFFECT OF VELOCITY ON END-TOEND DELAY FOR V2V COMMUNICATION IN ITS
STUDY OF THE EFFECT OF VELOCITY ON END-TOEND DELAY FOR V2V COMMUNICATION IN ITSijngnjournal
 

Similar to [IJET-V1I5P11]Authors: Medhavi Malik, Rupika Dureja (20)

Review Paper on VANET
Review Paper on VANETReview Paper on VANET
Review Paper on VANET
 
ANET: Technical and Future Challenges with a Real Time Vehicular Traffic Simu...
ANET: Technical and Future Challenges with a Real Time Vehicular Traffic Simu...ANET: Technical and Future Challenges with a Real Time Vehicular Traffic Simu...
ANET: Technical and Future Challenges with a Real Time Vehicular Traffic Simu...
 
SECURITY CHALLENGES, ISSUES AND THEIR SOLUTIONS FOR VANET
SECURITY CHALLENGES, ISSUES AND THEIR SOLUTIONS FOR VANETSECURITY CHALLENGES, ISSUES AND THEIR SOLUTIONS FOR VANET
SECURITY CHALLENGES, ISSUES AND THEIR SOLUTIONS FOR VANET
 
SECURITY CHALLENGES, ISSUES AND THEIR SOLUTIONS FOR VANET
SECURITY CHALLENGES, ISSUES AND THEIR SOLUTIONS FOR VANETSECURITY CHALLENGES, ISSUES AND THEIR SOLUTIONS FOR VANET
SECURITY CHALLENGES, ISSUES AND THEIR SOLUTIONS FOR VANET
 
H046405864
H046405864H046405864
H046405864
 
Overview of VANET with Its Features and Security Attacks
Overview of VANET with Its Features and Security AttacksOverview of VANET with Its Features and Security Attacks
Overview of VANET with Its Features and Security Attacks
 
Differential Evolution Based Secured Routing Protocols for VANETs
Differential Evolution Based Secured Routing Protocols for VANETsDifferential Evolution Based Secured Routing Protocols for VANETs
Differential Evolution Based Secured Routing Protocols for VANETs
 
APPLICABILITY OF OVERLAY NON-DELAY TOLERANT POSITION-BASED PROTOCOLS IN HIGHW...
APPLICABILITY OF OVERLAY NON-DELAY TOLERANT POSITION-BASED PROTOCOLS IN HIGHW...APPLICABILITY OF OVERLAY NON-DELAY TOLERANT POSITION-BASED PROTOCOLS IN HIGHW...
APPLICABILITY OF OVERLAY NON-DELAY TOLERANT POSITION-BASED PROTOCOLS IN HIGHW...
 
Ag4103191195
Ag4103191195Ag4103191195
Ag4103191195
 
IJCER (www.ijceronline.com) International Journal of computational Engineerin...
IJCER (www.ijceronline.com) International Journal of computational Engineerin...IJCER (www.ijceronline.com) International Journal of computational Engineerin...
IJCER (www.ijceronline.com) International Journal of computational Engineerin...
 
Performance Evaluation of VANETs for Evaluating Node Stability in Dynamic Sce...
Performance Evaluation of VANETs for Evaluating Node Stability in Dynamic Sce...Performance Evaluation of VANETs for Evaluating Node Stability in Dynamic Sce...
Performance Evaluation of VANETs for Evaluating Node Stability in Dynamic Sce...
 
IRJET- Design of a Vehicular Ad-Hoc Netwrork (VANET)
IRJET- Design of a Vehicular Ad-Hoc Netwrork (VANET)IRJET- Design of a Vehicular Ad-Hoc Netwrork (VANET)
IRJET- Design of a Vehicular Ad-Hoc Netwrork (VANET)
 
Volume 2-issue-6-2195-2199
Volume 2-issue-6-2195-2199Volume 2-issue-6-2195-2199
Volume 2-issue-6-2195-2199
 
Volume 2-issue-6-2195-2199
Volume 2-issue-6-2195-2199Volume 2-issue-6-2195-2199
Volume 2-issue-6-2195-2199
 
VCN: Vehicular Cloud Network Using RBMR Protocol for Efficient Link Stability...
VCN: Vehicular Cloud Network Using RBMR Protocol for Efficient Link Stability...VCN: Vehicular Cloud Network Using RBMR Protocol for Efficient Link Stability...
VCN: Vehicular Cloud Network Using RBMR Protocol for Efficient Link Stability...
 
MOBILITY USING CONGESTION AND ACCIDENT AVOIDANCE WITH DRIVER ASSISTANCE SYSTEM
MOBILITY USING CONGESTION AND ACCIDENT AVOIDANCE WITH  DRIVER ASSISTANCE SYSTEMMOBILITY USING CONGESTION AND ACCIDENT AVOIDANCE WITH  DRIVER ASSISTANCE SYSTEM
MOBILITY USING CONGESTION AND ACCIDENT AVOIDANCE WITH DRIVER ASSISTANCE SYSTEM
 
GEOCAST ROUTING PROTOCOLS FOR VEHICULAR AD-HOC NETWORKS: A SURVEY
GEOCAST ROUTING PROTOCOLS FOR VEHICULAR AD-HOC NETWORKS: A SURVEYGEOCAST ROUTING PROTOCOLS FOR VEHICULAR AD-HOC NETWORKS: A SURVEY
GEOCAST ROUTING PROTOCOLS FOR VEHICULAR AD-HOC NETWORKS: A SURVEY
 
GEOCAST ROUTING PROTOCOLS FOR VEHICULAR AD-HOC NETWORKS: A SURVEY
GEOCAST ROUTING PROTOCOLS FOR VEHICULAR AD-HOC NETWORKS: A SURVEYGEOCAST ROUTING PROTOCOLS FOR VEHICULAR AD-HOC NETWORKS: A SURVEY
GEOCAST ROUTING PROTOCOLS FOR VEHICULAR AD-HOC NETWORKS: A SURVEY
 
Review of Security and Privacy Scheme for Vehicular Ad Hoc Networks (VANETs)
Review of Security and Privacy Scheme for Vehicular Ad Hoc Networks (VANETs)Review of Security and Privacy Scheme for Vehicular Ad Hoc Networks (VANETs)
Review of Security and Privacy Scheme for Vehicular Ad Hoc Networks (VANETs)
 
STUDY OF THE EFFECT OF VELOCITY ON END-TOEND DELAY FOR V2V COMMUNICATION IN ITS
STUDY OF THE EFFECT OF VELOCITY ON END-TOEND DELAY FOR V2V COMMUNICATION IN ITSSTUDY OF THE EFFECT OF VELOCITY ON END-TOEND DELAY FOR V2V COMMUNICATION IN ITS
STUDY OF THE EFFECT OF VELOCITY ON END-TOEND DELAY FOR V2V COMMUNICATION IN ITS
 

More from IJET - International Journal of Engineering and Techniques

More from IJET - International Journal of Engineering and Techniques (20)

healthcare supervising system to monitor heart rate to diagonize and alert he...
healthcare supervising system to monitor heart rate to diagonize and alert he...healthcare supervising system to monitor heart rate to diagonize and alert he...
healthcare supervising system to monitor heart rate to diagonize and alert he...
 
verifiable and multi-keyword searchable attribute-based encryption scheme for...
verifiable and multi-keyword searchable attribute-based encryption scheme for...verifiable and multi-keyword searchable attribute-based encryption scheme for...
verifiable and multi-keyword searchable attribute-based encryption scheme for...
 
Ijet v5 i6p18
Ijet v5 i6p18Ijet v5 i6p18
Ijet v5 i6p18
 
Ijet v5 i6p17
Ijet v5 i6p17Ijet v5 i6p17
Ijet v5 i6p17
 
Ijet v5 i6p16
Ijet v5 i6p16Ijet v5 i6p16
Ijet v5 i6p16
 
Ijet v5 i6p15
Ijet v5 i6p15Ijet v5 i6p15
Ijet v5 i6p15
 
Ijet v5 i6p14
Ijet v5 i6p14Ijet v5 i6p14
Ijet v5 i6p14
 
Ijet v5 i6p13
Ijet v5 i6p13Ijet v5 i6p13
Ijet v5 i6p13
 
Ijet v5 i6p12
Ijet v5 i6p12Ijet v5 i6p12
Ijet v5 i6p12
 
Ijet v5 i6p11
Ijet v5 i6p11Ijet v5 i6p11
Ijet v5 i6p11
 
Ijet v5 i6p10
Ijet v5 i6p10Ijet v5 i6p10
Ijet v5 i6p10
 
Ijet v5 i6p2
Ijet v5 i6p2Ijet v5 i6p2
Ijet v5 i6p2
 
IJET-V3I2P24
IJET-V3I2P24IJET-V3I2P24
IJET-V3I2P24
 
IJET-V3I2P23
IJET-V3I2P23IJET-V3I2P23
IJET-V3I2P23
 
IJET-V3I2P22
IJET-V3I2P22IJET-V3I2P22
IJET-V3I2P22
 
IJET-V3I2P21
IJET-V3I2P21IJET-V3I2P21
IJET-V3I2P21
 
IJET-V3I2P20
IJET-V3I2P20IJET-V3I2P20
IJET-V3I2P20
 
IJET-V3I2P19
IJET-V3I2P19IJET-V3I2P19
IJET-V3I2P19
 
IJET-V3I2P18
IJET-V3I2P18IJET-V3I2P18
IJET-V3I2P18
 
IJET-V3I2P17
IJET-V3I2P17IJET-V3I2P17
IJET-V3I2P17
 

Recently uploaded

Current Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCLCurrent Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCLDeelipZope
 
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...Soham Mondal
 
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfAsst.prof M.Gokilavani
 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineeringmalavadedarshan25
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSKurinjimalarL3
 
Call Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call GirlsCall Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call Girlsssuser7cb4ff
 
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...9953056974 Low Rate Call Girls In Saket, Delhi NCR
 
Introduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptxIntroduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptxvipinkmenon1
 
HARMONY IN THE HUMAN BEING - Unit-II UHV-2
HARMONY IN THE HUMAN BEING - Unit-II UHV-2HARMONY IN THE HUMAN BEING - Unit-II UHV-2
HARMONY IN THE HUMAN BEING - Unit-II UHV-2RajaP95
 
power system scada applications and uses
power system scada applications and usespower system scada applications and uses
power system scada applications and usesDevarapalliHaritha
 
Heart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptxHeart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptxPoojaBan
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024Mark Billinghurst
 
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfCCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfAsst.prof M.Gokilavani
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escortsranjana rawat
 
Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.eptoze12
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Dr.Costas Sachpazis
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130Suhani Kapoor
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024hassan khalil
 

Recently uploaded (20)

Current Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCLCurrent Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCL
 
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
 
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineering
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
 
Call Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call GirlsCall Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call Girls
 
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
 
Introduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptxIntroduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptx
 
HARMONY IN THE HUMAN BEING - Unit-II UHV-2
HARMONY IN THE HUMAN BEING - Unit-II UHV-2HARMONY IN THE HUMAN BEING - Unit-II UHV-2
HARMONY IN THE HUMAN BEING - Unit-II UHV-2
 
power system scada applications and uses
power system scada applications and usespower system scada applications and uses
power system scada applications and uses
 
Heart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptxHeart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptx
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024
 
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Serviceyoung call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
 
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfCCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
 
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCRCall Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
 
Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024
 

[IJET-V1I5P11]Authors: Medhavi Malik, Rupika Dureja

  • 1. International Journal of Engineering and Techniques - Volume 1 Issue 5, September-October 2015 ISSN: 2395-1303 http://www.ijetjournal.org Page 67 A Survey of Challenges in selection of Vehicular Mobility Models in VANET Medhavi Malik1 , Rupika Dureja2 1,2 (Department of Computer Science, Banasthali University, Rajasthan) I. INTRODUCTION Driving has become more dangerous and risky as numbers of vehicles are increasing day by day. According to World Health Organisation Survey [13], approximately 1.2 million people are killed and 50 million are injured in road accidents every year. Road traffic and road injuries are predictable as well as preventive. “A Vehicular Ad-Hoc Network” or VANET is a technology that uses moving cars as nodes in a network to create a mobile network. VANET turns every participating car into a wireless router or node, allowing cars approximately 100 to 300 meters of each other to connect and, in turn, creates a network with a wide range. As cars fall out of the single range and drop out of the network, other cars can join in, connecting vehicles to one another so that a mobile Internet is created. ” VANET is a self- organized network which is a special type of MANET. The term VANET was adopted to reflect the ad hoc nature of highly dynamic network. Researches for introducing the wireless communication in vehicles had started in 1980s. Two types of communications scenario exist in vehicular ad hoc networks: vehicle-to-vehicle (V2V) and vehicle to infrastructure (V2I). Dedicated short range (DSRC), an enhanced version of the Wi-Fi technology, is employed by VANETs to supports the data transfer in an environment that frequently changes. DSRC also supports high data rates and time critical response in VANETs. The major goal of VANET is to increase the road safety and transportation efficiency. VANET helps in reducing the road accidents and traffic jams. IEEE 1609 has introduced trail use standard for WAVE (Wireless access in vehicular environment) for VANET. IEEE 802.11p is the standard name for VANET. The communication between the mobile nodes may be one hop communication or can be multi-hop communication. When we compare VANET with MANET, VANET comprises of following features: Dynamic topology, Mobility models, Infinite energy supply and Localization functionality. Abstract: With the recent advancement of technology, a new technology named VANET (Vehicular Adhoc Network) is emerging day by day. VANET is a wireless communication between vehicles to vehicles and RSU (vehicles to road side units). It is different from MANET, so the challenges of VANET are also different from MANET. It has many challenges like safety, traffic and user application based challenges which require some particular design. The vehicular mobility model plays a vital role in examining different challenges. There are different models for different purposes and for getting better results we have to apply the correct model which is suitable for the particular situation. In this paper, a proper classification is done between different vehicular mobility models with respect to their types, sub types, usage (interaction level), evaluating purpose and example of each model is also provided. Keywords — VANET, MANET, IEEE 802.11p, Adhoc Networks, Vehicular mobility model. RESEARCH ARTICLE OPEN ACCESS
  • 2. International Journal of Engineering and Techniques - Volume 1 Issue 5, September-October 2015 ISSN: 2395-1303 http://www.ijetjournal.org Page 68 In United States 75MHz in the 5.9 GHz band is allocated to VANET. In Japan and Europe 5.8 GHz band is allocated to VANET. After much development in the field of VANET, many more development is yet to come for that it is very important to evaluate VANET design in real situation. For a good and effective as well as efficient VANET, many protocols should be developed and the challenges which we are facing today will act as future scope. According to the future perspective, the mobility models for VANET will be described in order to produce realistic mobility pattern. These mobility models play a very important and unique role in enhancing and for making VANET design better. The interaction of mobility models and environment with the vehicle is also a very important factor because it is important to know that how a mobility model shares information with network and how it communicates the information from network simulator. All this phenomena affects the mobility traffic in mobility model. The paper is organized as follows. VANET communication challenges is described in section II. In section III Vehicular Mobility Models are presented with their types and subtypes and examples, and finally we conclude our paper in section IV. II. COMMUNICATION CHALLENGES VANET is an enhanced form of MANET. MANET is flexible and has dynamic topology. On some characteristics VANET is different from MANET. The nodes which are vehicles in VANET are highly mobile but the mobility factor of nodes in MANET is very low because nodes are pedestrians in case of MANET. The pattern of movement in VANET is predicable because nodes (vehicles) move on roads and they are fixed and known. The vehicles moves with the variable speed and comes in contact of road side units or road side infrastructure for very less amount of time (10 to 15 sec), so VANET requires dynamic topology and V2V communication(vehicular to vehicle communication.). VANET has short bandwidth, so it can connect to those objects which come in its bandwidth limit. The problem caused by shorter bandwidth is during traffic jams, accidents, traffic lights etc. In these situations, congestion of packets occurs. So, less flooding of information is required in this type of network. There are some more safety issues and user applications which are described in [12]. VANET protocols should be designed in such a way so that they will help the drivers to come out from any situation like traffic , accidents and also the protocols should also tell drivers the shortest path in case of any emergency situation. Rapid actions are needed in some cases with proper and timely delivery of packets which will increase the QOS (Quality of service) and provides better results. Safety is very important in every aspect of life, so in VANET safety of data and safety of personal information is also needed. As we all know that there are people who hacks data or masquerades, are major challenge in case of data safety. As in VANET data will flow from one node to other so for protecting the data, proper security protocols should be applied like user authentication, data authentication. If wrong data or data about false accidents is injected in the VANET network then that may lead to the flow of false information in the network which may lead to traffic jams, accidents. Police and government should also have some measure to identify the vehicles in certain conditions like vehicle thefts, rescue operations and accidents. VANET challenges Figure 1 VANET CHALLENGES Traffic Based Safety Based User Application Based
  • 3. International Journal of Engineering and Techniques - Volume 1 Issue 5, September-October 2015 ISSN: 2395-1303 http://www.ijetjournal.org Page 69 Here are challenges which are described according to their characteristics in the Table 1, table 2 and in table 3 which will lead to better understanding of these three types of challenges. Table 1 Traffic based challenges and requirements Challenges Design Requirement Highly Dynamic Vehicles so, not in range of RSI (Road side infrastructure) for more than 10 sec to 15 sec. • Dynamic Topology • Requires Vehicle to Vehicle communication. Bandwidth is lesser. Less flooding of information in network. Traffic jam and emergency conditions. Proper congestion control mechanism. Accidents and traffic jam. Rapid reaction with stringent timing constraints and accurate packet delivery better QOS (Quality of service) is required. Table 2 Safety based challenges and requirements Challenge Design Requirement Safety challenges like masquerading. User authentication and data authentication. Table 3 User application based challenges and requirements Challenge Design Requirement User application based challenges like revenue generation for providing funds for VANET It requires information flooding in the network. III. VEHICULAR MOBILITY MODEL For considering any model for vehicular mobility we will have to consider some real situations for any vehicle like traffic jams, trees, traffic light, merging and demerging of roads, accidents, highways, variable speed of cars (vehicles) etc. no model is complete without considering the real situations in there model. However for specific application and challenges, every real world situation is not incorporated in the same mobility model so that’s why we have different mobility models for different situations. Some mobility models are considered depending on their characteristics and their usage or scope of usage [1]. Figure 2 Vehicular Mobility Model A. Flow Models – In this type of model the movement of vehicle as a single entity, group entity and entity with PDF (Probability Density Function) are considered. The scope of this model is that it is used for traffic and safety. The interaction between vehicles and environment is very less. It is of three types. 1) Microscopic Modelling: In this type of model, mobility parameters of one car with respect to the other car is considered [14].Some Vehicular Mobility Model Flow Model Microscopic Model Macroscopic Model Mesoscopic Flow Model Trace based Model Behavioral Model Traffic Model Random Model Agent centric Traffic Model Flow Centric Model
  • 4. International Journal of Engineering and Techniques - Volume 1 Issue 5, September-October 2015 ISSN: 2395-1303 http://www.ijetjournal.org Page 70 microscopic models are CFM (Car following Model), Krauss Model [2], CA Model (Cellular automated model) [9]. 2) Mesoscopic Flow Models: This model describes the vehicular arrival time, velocity distribution as discussed in [14]. 3) Macroscopic Flow Models – In this Macro (group) identities are considered. This model describes vehicular density, vehicular velocity and vehicular flow as describes in [14]. B. Trace based Model By this model we can directly extract the original pattern of mobility from the movement traces. These movement traces are gathered through measurement campaigns on cabspot [3] and Diselnet [4].This type of model is used for understanding the movement pattern of vehicles. Some Trace based models are multi- agent microscopic traffic model (MMTS) [5]. The University of Delaware mobility model (UDel Model) [6]. These types of models are used for traffic safety and user applications and also for future. C. Behavioural Model This model depends on the human behaviour because human drives the vehicles. Balmer [7] proposed a behavioural model in 2007, by this model we can study that the humans follows the traffic rules or not. These kinds of models are used in traffic and safety applications. D. Random Models The parameters for random models depends on random mobility like speed of a vehicle, halting point, source, destination. Some random models are Freeway Model [8], Random waypoint Model (RWM) [8]. These kinds of models are used in traffic and safety as well as for user applications. E. Traffic Model The parameters of this model are traffic light, traffic on road and other trafficking policies. In this model, there is a real time interaction between the vehicles and its surrounding environment. Traffic lights do not act as obstacles, so it is different from flow model because in flow model traffic lights are obstacles. In this model real time situation and real time traffic is considered. It is of two types:- 1) Agent centric traffic Models – In this at least one distance path per vehicle is created. It can create spontaneous and optimized paths depending upon the traffic jam, accidents and also by considering the humans (drivers) mind state. MaTSim [10] is an example of agent centric model. 2) Flow centric Model – In this, a subset of paths and a flow of vehicles follows the same path. This approach is used for solving the computational complexity. JUMO [11] is an example of flow centric model. Table 4 Summary of Vehicular Mobility Models Types Sub Types Interactio n Evaluatio n Purpose Example Flow Model Microscopic modelling , Macroscopic Flow Model , Mesoscopic Flow Model Small interaction between vehicles and environmen t Traffic and Safety application CFM,IDM Model LWR Model Gas Kinetic Traffic Flow Model Rando m models - No interaction Traffic and Safety application RWM, Freeway Model Behavi oural model - Real time interaction Traffic and Safety application Balmer Model Trace Based Model - Real time interaction Traffic and Safety applications and user applications UDel Model, MMTS Model Traffic Model Agent Centric Traffic Flow Model , Flow Centric Traffic Models Real time interaction between Vehicle and environmen t Traffic and safety applications MATSim SUMO
  • 5. International Journal of Engineering and Techniques - Volume 1 Issue 5, September-October 2015 ISSN: 2395-1303 http://www.ijetjournal.org Page 71 IV. CONCLUSION In this paper we have presented many challenges we are facing in present and which we will face in future. For evaluation, different mobility models are proposed in this paper. The usage and applications as well as the sub types and examples of these mobility models are shown in Table 4. Proper model and designing is required for better results. So for increasing the QOS and for getting a better result, we can combine one or more models. REFERENCES 1. Hannes Hartenstein Kenneth P Laberteaux (2010)”VANET: Vehicular applications and inter-Networking Technologies”, A John Wiley and sons,Ltd,Publication. 2. Krauss 1998 Microscopic Modeling of Traffic Flow: Investigation of Collision Free Vehicle Dynamics. phD thesis, Univrsität zu Köln. 3. Cabspot 2006 The Cabspotting Project http://cabspotting.org. Cacciabue P 2007 Modelling Driver Behaviour in Automotive Environments Critical Issues in Driver. 4. Dieselnet 2009 UMass Diverse Outdoor Mobile Environment(DOME), http://prisms.cs.umass.edu/dome. 5. MMTS 2006 Realistic Vehicular Traces from the Multi-agent Microscopic Traffic Simulator (MMTS), http://lst.inf.ethz.ch/ad-hoc/car-traces/ . 6. UDel Models 2007 UDel Models For Simulation of Urban Mobile Wireless Networks, http://udelmodels.eecis.udel.edu/ . 7. Balmer M 2007 Travel demand modeling for multi-agent traffic simulations: Algorithms and systems, PhD thesis, ETH Zurich, Switzerland. 8. Payne H 1973 Freeway Traffic Control and Surveillance Model. Journal of the Transportation Engineering Division 99, 767– 783. 9. Nagel K and Schreckenberg M 1992 A Cellular Automaton Model for Freeway Traffic. Journal de Physique I 12, 2221–2229. 10. MATSim 2009 The MATSim Framework, http://www.matsim.org. 11. SUMO 2009 SUMO – Simulation of Urban Mobility, http://sumo.sourceforge.net. 12. YASSER TOOR, PAUL MĹ°HLETHALAR ANIS LAOUITI, ARNAUD DE LA FORTELLE, ECOLEDES DE MINES“VEHICLE AD HOCNETWORKS: APPLICATIONS AND RELATED TECHNICAL ISSUES” IEEE Communications Surveys & Tutorials • 3rd Quarter 2008. 13. http://www.who.int/violence_injury_prevention /publications/road_traffic/world_report/en/ 14. Sandeep Tayal , Malay Ranjan TRipathy “VANET challenges in selection of mobility models”, second International Conference on Advance Computing and Communication Technologies 2012.