International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395 -0056
Volume: 04 Issue: 01 | Jan -2017
p-ISSN: 2395-0072
www.irjet.net
Enhanced Multicast routing for QoS in delay tolerant networks
Ravi Prakash Chaubey, Nitesh Gupta
M. tech. Student Dept. of C.S.E. NIIST Bhopal M.P. India
Asst. Professor Dept. of C.S.E. NIIST Bhopal M.P. India
-------------------------------------------------------------------------------****-------------------------------------------------------------------------
Abstract— The Delay Tolerant Network is the network that
guarantee that a path from supply to destination can
stay same at when instance by that we are able to finish
that two nodes will ne'er exist during a one connected
portion of the network.
establishes connection in network in dynamic environment and
bundle of messages are sending by sender to more than one
destination. A store and forward mechanism is commonly used
to transfer data in a DTN. Nodes in network are decentralized
and continuously move in limited area. Every node can store
and carry data in its own buffer, and forward this data to other
nearby nodes when they are available or in radio range. In this
type of network intermediate nodes are playing the important
role in communication. DTN routing should naturally support
unicast and multicast routing strategies but in this research we
actually focus on multicast routing performance. A network
node can register itself to any receiver group by setting the
corresponding destination. In this research we proposed the
novel approach of multicast routing with MAODV protocol and
compare this performance with QBMR (Quality Based
Multicasting Routing) and DTN-DM (DTN-Delegation
Multicasting) protocol. The QBMR and DTN-DM are also uses
the multicast method for communication but the proposed
MAODV is better. The performance of proposed protocol is
improves the storing and forwarding capability of mobile
nodes and as well improves the bundle message
communication for multiple destination. In this research,
performance of proposed protocol with other two existing is
measure through performance metrics like throughput,
routing load and PDF.
Keywords: DTN-DM, QBMT, MAODV, Multicasting, Routing,
Performance.
As compared to ancient web TCP/IP protocol that is
employed to line up associate finish to finish
communication path between supply to destination and
that assumes low error rates, low propagation delays,
the most trip time between any node try within the
network isn't excessive and Packet drop likelihood is
little. Unfortunately, this communication commonplace
isn't appropriate in challenged or timeserving
surroundings like underdeveloped region, part and
heavenly body network within which communications
are measure space below discussion to delays and
disruption, such networks typically familiarity from
frequent conditional partition and are measure referred
to as intermittently connected networks (ICNs). wellliked samples of such intermittently connected
networks (ICNs) situations are measure satellites, part
probes, Mobile Ad-Hoc Networks (MANETs) usually
consisting of nodes (e.g. GPSs, PDAs, Cellular Phones,
pursuit devices, Laptops, etc). Delay tolerant
networking analysis cluster (DTNRG) [2] studies the
DTN connected standards. Whereas communication the
packet transmission would possibly consequence the
intense delays within the delay tolerant network.
Conjointly the node has further limitation of prohibit
buffer and there's no guarantee that a path from supply
to destination can stay same at when. The surpassing
circumstances construct the problem [3] for example
finish to finish disconnection, Long queuing message
Times, High latency, tiny rate and restricted resources
in terms of partial memory.
1.INTRODUCTION
Due to the rigorous operation condition and therefore
the lack of continuous network property, there's an
oversized spectrum of application that prioritizes
ultimate message delivery over the message delay.
Network serving these kind of application are
generalized
as
Delay
Tolerant
Network
(DTN).Introduced the Delay Tolerant network in [1]
that they supply specification associated an application
interface to synchronize forwarding of messages among
a partition based mostly network within which
topology changes endlessly and provides long delays.
it's associate infrastructure less wireless network. It
conjointly experiences frequent and better length
partitions owing to nodes in DTN are measure
intermittently connected. DTN network provides no
© 2017, IRJET
|
Impact Factor value: 5.181
Store carry and forward conception accustomed
provides the communication among nodes within the
delay tolerant network. By this, a node within the
network transfer information from one node to a
|
ISO 9001:2008 Certified Journal
| Page 1049
International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395 -0056
Volume: 04 Issue: 01 | Jan -2017
p-ISSN: 2395-0072
www.irjet.net
confines the number of replicas and forwards them based on
the meeting history of nodes.
Mohammad,Boudguig,bdelmounaimAbdali[7], this title
present a new algorithm based on the predictability concept
since it introduces better resources management in terms of
bandwidth, messages delivery compared to other routing
algorithms for DTN. It is prove by large-scale simulations, the
effectiveness of our algorithm in terms of eventually
delivered messages, failed transmissions, dropped messages
between nodes, buffer time and hop count enhancement.
Title focused on the improvement of the prophet routing
protocol through a new approach by implementing the
predictability improved factor. Its approach has proved a
clear improvement of the predictability concept.
Mohammad,Rahmatullah,Dr.PriyankaTripathi[8], this title
have proposed a new buffer management policy based on
message forwarding and message replication on the network.
It introduced two utility functions. These functions are to find
which message will be dropped when buffer overflow occurs.
is a special protocol named Bundle Protocol (BP) that is not
in TCP/IP. Bundle protocol (BP) provides store-carry
forward mechanism that means when node is not in then
message is hold by the node and when node comes in range
then message will be forwarded. This policy utilize the
properties of each message such as number of replicas of
particular message , remaining time-to-live and the age to
calculate the utility value of each message. With this utility
value node decides which message is to be deleted from
buffer whenever the buffer overflows.
Pan Hui, Jon Crowcroft, EikoYoneki[9], this title seek to
improve our understanding of human mobility in terms of
social structures, and to use these structures in the design of
forwarding
algorithms
for
Pocket
Switched
Networks(PSNs).It propose a social based forwarding
algorithm, BUBBLE, which is shown empirically to improve
the forwarding efficiency significantly compared to oblivious
forwarding schemes and to PROPHET algorithm. It also show
how this algorithm can be implemented in a distributed way,
which demonstrates that it is applicable in the decentralised
environment of PSNs
Vasco
N.G.J.
Soares,
Joel
J.P.C.
Rodrigues,
FaridFarahmand[10], purposed Vehicular delay-tolerant
network (VDTN) which assumes asynchronous, bundleoriented communication, and a store-carry-and-forward
routing paradigm It proposes a VDTN routing protocol, called
, which takes routing decisions based on geographical
location data, and combines a hybrid approach between
multiple-copy and single copy schemes.
Y. Xi, M. Chuah[11], this title explore an encounter-based
multicast routing (EBMR) scheme for DTNs. Scheme uses
fewer hops for message delivery. It present an analytical
framework for estimating the delivery performance of the
EBMR scheme, and present some analytical and simulation
results to show that the EBMR scheme can achieve higher
delivery ratio while maintaining high data transmission
efficiency compared to other multicast strategies. It has
presented an encounter-based multicast routing scheme for
different. By this, any node within the network needs to
send information it's to accumulate and buffered the
info within the sort of package. After that it carry the
data until it deliver to other node successfully when
they are available. For the period of the communication
in DTN the reliability is accomplished by using the
conception of Custody transfer mechanism. In the
recent years researchers have been focused on routing
problem of DTN. We have tried to categorize the
different routing protocol with its advantage and
drawbacks.
1.Literature Survey
The section describe about previous related work
under the field of delay tolerant network, various
security issues and prevention in MANET.
Shou-Chih Lo · Nai-Wun Luo · Jhih-Siao Gao · ChihCheng Tseng [1]“Quota-Based Multicast Routing in
Delay-Tolerant Networks )n this title, we propose a
new multicast routing approach which can not only
achieve a high delivery rate but also adapt to network
conditions. Most importantly, our proposed approach
need not maintain group membership. In other words,
any interested users can freely join and leave any
multicast groups, and this feature suitably fits into DTN
environments.
Samuel C. Nelson, Mehedi Bakht, and Robin Kravets[4],
proposed Encounter-Based Routing (EBR), to maximize
delivery ratios while minimizing overhead and delay. EBR
only considers the current rate of encounters and averages
this rate using an exponentially weighted average to account
for both older and newer data. EBR achieves up to a 40%
improvement in message delivery over the current state-ofthe-art, as well as achieving up to a 145% increase in good
put.
Xiang FaGuo,MunChoonChan[5], present an efficient
routing algorithm, Plankton, for Delay/Disruptive Tolerant
Network (DTN).Plankton utilizes replica control to reduce
overhead and contact probability estimates to improve
performance. Plankton’s evaluation shows that substantial
overhead reduction can be achieved without loss in delivery
ratios and latencies. Our work provides a technique that
integrates highly reliable contact predictions and replica
controls.
SaeidIranmanesh, RaadRaad, Kwan-Wu Chin [6], presents
an algorithm to achieve high delivery ratio of
packets/bundles at the lowest possible bandwidth cost,
buffer space and energy. There is need of protocol which uses
less resource to achieve high delivery ratio and low latency is
an open . This title proposes a quota-based protocol which
© 2017, IRJET
|
Impact Factor value: 5.181
|
ISO 9001:2008 Certified Journal
| Page 1050
International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395 -0056
Volume: 04 Issue: 01 | Jan -2017
p-ISSN: 2395-0072
www.irjet.net
DTNs. EBMR scheme allows nodes to cache the data until a
good next-hop node can be found to relay the messages
destinations. EBMR scheme takes fewer number of hops to
delivery multicast packets. It demonstrated that this scheme
can achieve high delivery ratio with reasonable data
efficiency.
Eyuphan Bulut and Boleslaw K. Szymanski [12], this title
considers DTNs in which malicious nodes are present, to
which we refer to as compromised DTNs. It discusses and
analyse the effects of presence of malicious nodes in the
compromised DTN on routing of messages. It propose a two
period routing approach which aims to achieve desired
delivery ratio by a given delivery deadline in presence of
malicious nodes. Results show that, with proper parameter
setting, the desired delivery ratio by a given delivery
deadline can be achieved most of the time by the proposed
method. It focused on the problem of routing in
compromised delay tolerant networks in presence of
malicious nodes. Assuming that, with certain probability, the
nodes in the network are open to coalition with these
malicious nodes, it discussed and analyzed several message
distribution schemes in terms of secure delivery of messages.
Long Vu, Quang Do, KlaraNahrstedt[13], this title present
3R routing protocol, which leverages the regularity of finegrained encounter pattern among mobile nodes to maximize
message delivery probability while preserving message
delivery deadline. It evaluates and compares 3R with Prophet
and Epidemic routing protocols over the collected trace.
Evaluation results show that3R outperforms other
alternatives considerably by improving message delivery
while reducing message overhead. It shows that the finegrained encounter pattern of people is regular. 3R exploits
the regularity of fine-grained encounter pattern and provides
a totally distributed routing solution to expedite message
routing in Delay Tolerant Networks.
Sapna Grover, Aditya Pancholi, SonikaArora [14], this title
uses ferry-based mechanism for providing security and
maintaining consistency throughout the network. Security
issues have thus become more challenging in these networks
due to its dynamic nature. Thus these networks are
vulnerable to different kinds of attacks because of which
security has always been a major concern. This title
presented a ferry-based secure algorithm for routing in
DTNs. The algorithm effectively finds the shortest available
path to the destination with the help of a centralized
mechanism. The algorithm also provides security against
malicious node in the network with the help of certain
certified ferry nodes.
Daru Pan, Mu Lin, Liangjie Chen and JiapingSun [15], this
title proposes the Spray and Wait with Probability Choice
(SWPC) routing, where continuous encounter time is used to
describe the encounter opportunity; a delivery probability
function is set up to direct the different number of copies to
the destination during the spray phase; and a forwarding
scheme is implemented in the wait phase. In this title, it
proposes the Spray and Wait routing with Probability Choice
(SWPC) for opportunistic networks. In SWPC, encounter time
© 2017, IRJET
|
Impact Factor value: 5.181
is used to describe the encounter opportunity, a delivery
probability function is set up to direct the different number
of copies to the destination during the spray phase; and the
last one copy is directly delivered to the node with higher
delivery probability to destination in the wait phase.
Ahmed Elwhishi, pin Han Ho , K. NaiK, and Basem
Shihaday [16], this title introduces a novel multi-copy
routing protocol, called Self Adaptive Utility-based
Routing Protocol(SAURP), for Delay Tolerant Networks
(DTNs) that are possibly composed of a vast number of
miniature devices smart phones, hand-held devices,
and sensors mounted in fixed or mobile objects. SAURP
aims to explore the possibility of taking mobile nodes
as message carriers in order for end-to-end delivery of
the messages. The best carrier for a message is
determined by the prediction result using a novel
contact model, where the network status, including
wireless link condition and nodal buffer availability, are
jointly considered. The title argues and proves that the
nodal movement and the predicted collocation with the
message recipient can serve as meaningful information
to achieve an intelligent message forwarding decision
at each node. The title introduced a novel multi-copy
routing scheme called SAUPR, for intermittently
connected mobile networks.
John Burgess Brian Gallagher David Jensen Brian Neil Levine
[17], this title proposes MaxProp, a protocol for effective
routing of DTN messages. MaxProp is based on prioritizing
both the schedule of packets transmitted to other peers and
the schedule of packets to be dropped. These priorities are
based on the path likelihoods to peers according to historical
data and also on several complementary mechanisms,
including acknowledgments, a head-start for new packets,
and lists of previous intermediaries. It has proposed
MaxProp as an effective protocol for DTN routing,
particularly for the context of our real DTN deployment.
MaxProp unifies the problem of scheduling packets for
transmission to other peers and determining which packets
should be deleted when buffers are low on space.
Additionally, it has identified several complementary
mechanisms for improving the performance of pathlikelihood based routing.
Aruna Balasubramanian, Brian Neil Levine and
ArunVenkataramani [18], this title present rapid, an
intentional DTN routing protocol that can optimize a
specific routing metric such as worst-case delivery
delay or the fraction of packets that are delivered
within a deadline. It evaluate rapid rigorously through a
prototype deployed over a vehicular DTN test bed of 40
|
ISO 9001:2008 Certified Journal
| Page 1051
International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395 -0056
Volume: 04 Issue: 01 | Jan -2017
p-ISSN: 2395-0072
www.irjet.net
buses and simulations based on real traces we have
proposed a routing protocol for DTNs that intentionally
maximizes the performance of a specific routing metric.
This protocol, rapid, treats DTN routing as a resource
allocation problem, making use of an in-band control
channel to propagated metadata.
performance measurement parameter and its quality
increasing method using node capacity identification as
well as channel measurement base (ideal, busy)
between communicator nodes and utilized the
effectively network bandwidth from the network.
In this proposal we apply routing protocol of MAODV
(multicast ad-hoc on demand distance vector routing)
that helps the creation of group and group management
function i.e. group joining, leaving related issues.
Meanwhile that protocol work under the DTN (delay
tolerant network) is a special type of network and
subject to delay and disruption. DTN faces the number
of challenges that is high latency, low data rate,
frequent disconnection etc. so our proposed approach
focus to minimization the problem of DTN using
channel awareness and node mobility as well as
capacity aware based technique. initially where any
sender want to communicate any group member node
or whole group member than the MAODV helps to
provide better route between sender to all group
member in efficient path with ideal channel because we
modify the working of MAODV through integration of
path information and channel awareness function. Than
the group coordinator responsible to maintain the
route based on channel capacity as well as intermediate
node capacity. MAODV also suggest the minimum delay
based route from source to destiny nodes. In our
approach our group coordinator not only manage the
group member (join, leave info) is also take decision
about better and efficient route with minimum delay.
DTN created the bundle and send data to the particular
destination, that work also strengthen the group
communication because its gives the maximum channel
utilization through bundle based technique, because
while any source node want to send data to group
member than source create the bundle and inbuilt the
group member identification number and common data
send to all member (if common data needed to all), its
increase the channel utilization of the network.
Through our proposed approach we increases the
network performance based on packet delivery ratio,
throughput and minimized network offered load i.e.
routing overhead.
1.Problem Statement
Delay Tolerant Network (DTN) is a wireless network
that design to handle the technical problems in
heterogeneous network (MANET) that will lack
continuous network property. In multicasting the group
communication is possible but this communication is
possible not efficient for proper data delivery in
network. The packet dropping and delay in network is
enhancing, if the communication in network is affected.
The more packet dropping also enhance the
unnecessary delay in network. In DTN the multicasting
approach is done multicasting. Because of dynamical
changing topology, this research aim to enhanced the
performance of multicast routing in DT-MANET(Delay
tolerant mobile Ad-hoc network) using collision
removal and node capacity base data sending
mechanism without membership maintenance under
delay tolerant MANET.
1.Proposed Work
In dynamic network the possibility of packet dropping
is more due to that routing overhead in network is
enhance and also the packet receiving is affected in
network. The DTN is support both unicasting and
multicasting. In DTN the sender is sending bundle of
messages and these messages are better for deliver to
multiple destinations. As compare to unicasting the
DTN is provides better result in multicasting.
In this work we proposed the enhanced performance
then existing QBMR (Quota-Based Multicast Routing)
mechanism under MANET. Before that our proposal,
number of various multicast routing are simulated
under MANET, but some issue are not consider i.e.
channel utilization minimization, collision resolution
and drop minimization under multicasting etc. they
only focus the member node handling and group leader
selection mechanism. So our work includes the
© 2017, IRJET
|
Impact Factor value: 5.181
|
ISO 9001:2008 Certified Journal
| Page 1052
International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395 -0056
Volume: 04 Issue: 01 | Jan -2017
p-ISSN: 2395-0072
www.irjet.net
In this section we proposed a prototype formal
algorithm, which helps to design our proposed
techniques in efficient way, in this algorithm very first
we initialize the network parameter and then execute
the group election message and identifies the
coordinator node, while coordinator node are decided
then send data packet based on DTN bundle creation
message.
Proposed algorithm gives the route
information based on node capacity and channel
capacity based mechanism and increases the network
channel utilization as well as delay minimization of
overall network.
Goto step 4:
Group communication and election algorithm
//Manage and broadcast group message through
coordinator under DTN-MANET
}
Else
{
NMi as a coordinator;
}
}
// While Group Form than DTN based data sends to
group members
Step 1: No. of Mobile Node = NM
Mobile node = NM; // Total number of mobile node
Step 2: Select random node RN є NM for election
message generation
Group coordinator = NMi ; // NMi € NM, NMi select
on the bases of capacity and speed
Step3: Calculate Speedi = D/(t2-t1)// t1 initial time , t2 Broadcast Time,
D distance travel
Send group_join_msg (mn , NMi, GNo.) // group join
message
Step 4: Broadcast-Elect-msg(ci, MNi, speedi )// ci node
capacity of ith node, speedi is speed of ith node
{
if Rr <=55 && NMi == true
{
{Join group member = {m , m …..mn} // mn € NMi, if
mn is in radio zone}
If (radio-range<=500 && neighbour == Available)
{
Else
Record time at tn; // tn time in second’s
{
Get neighbour Mi-1, Mi-1, Mi+1, Mi+2
Out of range
Get info NM (j)(cj)(sj)(Chi)// j pointer not equal I, j
node number , cj capacity, si speed of node
}
Set sender node = T;
Compare if (M(ci) < M(cj) && M(si )> M(sj) && M(Chj)
is ideal )
Set routing = MAODV; //Multicast Routing Protocol
{
Broadcast _RREQ(T, NMi, Rr)
NMi eliminate from competition
{
Set new NM i = NMj ;
if (Rr<= 550 && neighbour>=1 )
New NMi generate election message for selection;
© 2017, IRJET
|
Impact Factor value: 5.181
{
|
ISO 9001:2008 Certified Journal
| Page 1053
International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395 -0056
Volume: 04 Issue: 01 | Jan -2017
p-ISSN: 2395-0072
www.irjet.net
forward RREQ and create Rtable with the help of
coordinator node
)f NMi == true
1.
RESULT
5.1.
Data Send Performance
The number of data packets send by sender is calculated
in given three scenarios. In these three scenarios the
performance of individual protocol is measured and
identified that the sending of packets in DTN is almost
equal. In this scenario the first one is normal DTN
routing (DTN-DM), second one is Quota-Based Multicast
Routing (QBMRP) and proposed MAODV routing
technique in DTN. In this graph the packet sending is all
three protocols are equal and their performance is
based on packets receiving.
{
accept route packet and send group info
}
Sender sends actual data to Mi nodes through bundle
creation;
Call group-msg(T,mn, type);
}
}
Else {
Node out of range or unreachable;
}
Group-msg (T,mn,type) // type contain packet info
{
Search mn nodes in Radio range;
5.2.
Data Receiving Analysis
Broadcast actual data to all group member mn with
bundle creation;
The data sending by senders to destination in DTN is the
bundle of messages. The proper data packets receiving
in network are improves network and routing
performance. The DM and QBMR protocol
communication is not reliable because maximum 3800
and 4200 packets are received in network up to end of
simulation time. The data receiving of proposed
multicast routing is about more than 5000 packets. The
receiving of successful data delivery is minimum in DTN
network. This graph represents the packets receiving
analysis in of DM, QBMR and MAODV multicast routing
scheme and here we clearly notice that the performance
of proposed multicast protocol is better for dynamic
network.
}
Performance of the proposed Scheme varies according
to the variation in the network parameters, as we know
that in ad-hoc network properties continuously vary.
The mobility of the node of the network is high then the
limited battery power i.e. energy of the node is our
prime concern. So, we proposed a new routing scheme
in such a way that performs best for that particular type
of network.
© 2017, IRJET
|
Impact Factor value: 5.181
|
ISO 9001:2008 Certified Journal
| Page 1054
International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395 -0056
Volume: 04 Issue: 01 | Jan -2017
p-ISSN: 2395-0072
www.irjet.net
5.4.
Data Drop Analysis
The proper data receiving in network is improves the
routing and network performance in DTN. The lesser
amount of packet receiving is shows the degradation in
performance of network. If packets receiving is
minimizes in network that means packet dropping in
network is increasing. In this graph the packet dropping
performance of three protocols are calculated and
examine that the performance of proposed protocol is
better because in this protocol the packet dropping is
minimum. The highest packet dropping is examine in
normal DTN network, it is about 1800 packets and
minimum is about 200 is examine in proposed MAODV
routing.
5.3.
Data Forwarding Analysis
The senders are sends data in network and receiver are
receive the data in dynamic multicast routing network.
In multicasting the sender is sending data to multiple
destinations and these destinations is not directly
connected to sender. The intermediate nodes are collect
data from sender and forwarded to destination or next
intermediate nodes that are able to forward to
destination. In this graph we compare the performance
of three multicast routing but the data forwarding is
proper in proposed multicasting routing in dynamic
network. In proposed routing about more than 6000
packets are forwarded in network and rest of them two
performance is not more than 4500 packets.
5.5.
Average End to End Delay Analysis
The heavy dropping in network is also maximizes the
delay in network because due to dropping of data
packets senders are retransmit the data in network. The
packet dropping in DTN is more that's why the delay in
network is also more. In this graph the end to end delay
analysis of DTN-DM, QBMR and proposed MAODV is
compare and examine, the delay count in proposed
scheme is minimum that is the sign of better
performance. The maximum delay count is in DTN and
after that count in QBMR multicast routing in group
communication.
© 2017, IRJET
|
Impact Factor value: 5.181
|
ISO 9001:2008 Certified Journal
| Page 1055
International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395 -0056
Volume: 04 Issue: 01 | Jan -2017
p-ISSN: 2395-0072
www.irjet.net
5.7.
Routing Load Analysis
In multicast routing the sender is flooding the routing packets
to finding the multiple destination in dynamic network. In
DTN the bundle of messages are send by sender in network.
In this graph the routing performance of normal multicasting
DM, QMBR and proposed MAODV is evaluated and identified
that the routing overhead in proposed is almost less than
other protocols. Once the request reaches to the destination
through intermediate nodes the response phase is entered
and establishes the path. The number of routing packets in
DTN network in proposed MAODV protocol is about 5000 up
to end of simulation but in case of DM and QBMR it is much
higher i.e. about 7000 and 4800 in network. The DM
performance is slightly down up to end but it is not sure it
maintain this value up to long time.
5.6.
PDR Performance Analysis
The PDR (Packet Delivery Ratio) is calculated the
percentage ratio of data receiving in network. In
multicast communication single sender is bale to send
the data to multiple destinations and these destinations
position in dynamic network is continuously changes. In
this graph the PDR analysis of DTN-DM, QMRP and
proposed MAODV is calculated up to simulation time of
100 seconds. In DTN network the delay is overcome i.e.
mainly occur due to mobility of mobile nodes. In this
graph the PDR performance of proposed MAODV
protocol for DTN network is enhanced and provides
higher packets percentage about 95% successful data
receiving but in case of QBMR it is 78% and DM is only
66%.
© 2017, IRJET
|
Impact Factor value: 5.181
5.8.
Throughput Performance Analysis
The number of packets sending and receiving is counted
in network in per unit of time. This per unit of time
calculation is called throughput. This throughput
performance is measured in seconds in this research.
The proposed MAODV protocol group communication is
based on specific bundle based communication between
the sender and receiver. The throughput performance of
proposed MAODV is much better in DTN and QBMR
network. Here the throughput is about 195
packs/seconds maximum and 138 minimum rest of the
protocol performance of DM and QBMR is very less. The
proposed scheme improves the multicast routing
performance in DTN.
|
ISO 9001:2008 Certified Journal
| Page 1056
International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395 -0056
Volume: 04 Issue: 01 | Jan -2017
p-ISSN: 2395-0072
www.irjet.net
3.REFERENCES
[1] Shou-Chih Lo · Nai-Wun Luo · Jhih-Siao Gao · Chih-Cheng Tseng
Quota-Based Multicast Routing in Delay-Tolerant Networks Wireless
Pers Commun (2014) 74:1329–1344 DOI 10.1007/s11277-013-1580-3.
[2] Delay-Tolerant Networking Research group (DTNRG), DTNRG),
http://www.dtnrg.org
[3] IPN Special Interest Group (IPNSIG), http://www.ipnsig.org.
[4] Samuel C. Nelson, MehediBakht, and Robin Kravets, ―Encounter–
Based Routing in DTNs‖,IEEE INFOCOM ,2009.
[5]Xiang FaGuo, MunChoon Chan, ―Plankton: An Efficient DTN
Routing Algorithm‖, 2013 IEEE International Conference on Sensing,
Communications and Networking (SECON),494-592,2013.
[6] S. Iranmanesh, R. Raad& K. Chin, ―A novel destination-based
routing protocol (DBRP) in DTNs‖, in Communications and
Information Technologies (ISCIT), pp. 325-330, 2012.
[7] Mohammad Boudguig, Abdelmounaïm Abdali, ― New DTN Routing
Algorithm‖, IJCSI International Journal of Computer Science Issues,
Vol. 10, Issue 2, No 3, ISSN (Print): 1694-0814 | ISSN (Online): 16940784, March 2013.
[8] Mohammad Rahmatullah, Dr Priyanka Tripathi, ― A New Approach
of Enhanced Buffer Management Policy in Delay Tolerant Network
(DTN)‖, Mohammad Rahmatullah et al, / (IJCSIT) International Journal
of Computer Science and Information Technologies, Vol. 5 (4) , 2014,
4966-4969.
[9] Pan Hui, Jon Crowcroft, EikoYoneki, ―BUBBLE Rap: Social-based
Forwarding in Delay Tolerant Networks‖. May 30, 2008, University of
Cambridge,
[10] Vasco N.G.J. Soares, Joel J.P.C. Rodrigues, FaridFarahmand,
―GeoSpray: A geographic routing protocol for vehicular delay-tolerant
networks‖, V.N.G.J. Soares et al. / Information Fusion (2011).
[11] Y. Xi, M. Chuah, ―Performance Evaluation of an Encountered
Based Multicast Scheme for Disruption Tolerant Networks‖
IEEE Xplore: 28 October 2008.
[12] EyuphanBulut and Boleslaw K. Szymanski, ― On Secure Multicopy based Routing in Compromised Delay Tolerant
Networks‖,workshop on privacy,security and trust in mobile and
wireless systemat 20thieee international conference on computer
communication and network s, ICCCN,Maui,Hawaii,july 31,2011.
[13] Long Vu, Quang Do, KlaraNahrstedt, ―3R: Fine-grained
Encounter-based Routing in Delay Tolerant Networks‖
IEEE Xplore: 15 August 2011.
[14] Sapna Grover, AdityaPancholi, SonikaArora, ―FSR: Ferry-based
Secure Routing Algorithm for Delay Tolerant Networks”,International
Journal Of Engineering And Computer Science ISSN:2319-7242
Volume 3 Issue 5 may, 2014 Page No. 6104-6108
[15] Daru Pan, Mu Lin,Liangjie Chen and Jiaping Sun, ― An Improved
Spray and Wait with Probability Choice Routing for Opportunistic
Networks‖, journal of networks, vol. 7, no. 9, september 2012.
[16] Ahmed Elwhishi_, pin Han Ho _, K. NaiK_, and BasemShihaday,
―Contention Aware Routing for Intermittently Connected Mobile
Networks‖,AFIN 2011 : The Third International Conference on
Advances in Future Internet.
[17] John Burgess Brian Gallagher David Jensen Brian Neil Levine,
―MaxProp: Routing for Vehicle-Based Disruption-Tolerant Networks‖
IEEE INFOCOM 6 · April 2006 University of Massachusetts.
[18]
ArunaBalasubramanian,
Brian
Neil
Levine
and
ArunVenkataramani, ―DTN Routing as a Resource Allocation Problem‖
IEEE INFOCOM 2007 · April 2007 University of Massachusetts.
2.Conclusion
The multicast routing is used for group communication and
multicasting is is provides the better results in group
communication. The routing in DTN can be designed using
different approaches like unicasting, broadcasting, and
multicasting. These routing approaches are also further
classified but routing strategy is same. That means multicast
is classify in tree based and mesh based but do group
communication. In multicast sender sends each copy of a
multicast message to multiple receivers in the same multicast
group. The control overhead problem in multicast DTN
network is reduces by handling the communication properly
but it is very difficult to send the data to multiple destinations
in dynamic network. The proposed MAODV multicast routing
protocol enhanced routing mechanism for handling the
communication in a particular group in DTN network. In this
technique the proposed protocol performance is provides the
better results as compare to TDM-DM and QBRM multicast
protocols. The bundle of messages is forwarded in network
through intermediate node and each node is continuously
moves in network with different speed. The proposed
multicast scheme is provides the reduction in end to end
delay, routing overhead and improves the throughput, PDR
and packets receiving in network. The packet dropping in
network is minimizes as compare to existing two approaches
and because of that the end to end delay and routing overhead
is also minimizes. The proposed approach is provides the
better results in dynamic decentralized network.
In future we proposed the energy efficient cluster based
multicast approach in which the low mobility node is selected
the cluster head and rest of the nodes are the cluster
members and perform routing on the basis of maximum
remaining energy of mobile nodes. In this scheme we improve
the performance by reduce energy consumption of MAODV
and also calculate the life time of network on the basis of
remaining energy of nodes in network.
© 2017, IRJET
|
Impact Factor value: 5.181
|
ISO 9001:2008 Certified Journal
| Page 1057