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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 04 Issue: 06 | June -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 233
INCREASING ENERGY PRODUCTIVITY IN MULTIPLE ACCESS CHANNEL
BY UTILIZING PACKET DROPPING
Varshitha K1,Mohammad Sharukh2, Niyad Rahman3
1.Assistant Professor, Department of Computer science & Engineering, Srinivas School of Engineering Mukka,
Mangalore, India
2. UG Student, Department of Computer science & Engineering, Srinivas School of Engineering Mukka, Mangalore,
India
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Abstract - Quality of service for a network is specified
regarding parameters such as packet delay and latency. To
meet the changing demands of wireless channel certain
mechanisms should satisfy the Quality of service requirement.
However, the mechanism used do not consider channel
condition. In a multi-hop network when all nodes try to send a
data simultaneously packet drop may occur. A scheduler
scheme (RORB) is used to optimize the energy consumption
which improves the Qualityof serviceconstraintsandhelpsthe
controller to schedule the packets in timely manner which
results in no packet loss, specifically an iterative approach is
used to transmit the packets in sequential order to the
destination
Key Words: Quality of service, Round Robin
Algorithm(RORB), scheduling, Packet loss
1.INTRODUCTION
Quality of service (QoS) refers to the ability of a network to
provide service to the network traffic and deal with network
performance elements. Mobile ad-hoc network is a network
which has several free nodes and is composed of mobile
devices that arrange themselvesinvariouswaysandoperate
without any strict network administration. The important
goals of the protocols are Localized packet routing decision
and differentiated QoS options. In fig 1.1 during the
transmission if the nodes want to send the informationfrom
source to destination and the destination node doesn’t lie
within the communication range then the communication
takes place with the help of intermediate node.
In a multi hop network, when all the nodes try to transmit
data to the server simultaneously, leads to Collision, Cross
Talk, Packet Drop, No Reliability. In order to overcomethese
problems, the following schemes are introduced:
A novel scheduling scheme which takes into account
packet loss characteristics, QoS characteristics and
maximum
delay
Fig 1.1 Mobile ad-hoc network
limitations for a packet. This framework provides better
results in terms of energy efficiency.Buffering atsenderside
which is used for packet scheduling. A controller which
controls the transfer of packets to the server using round
robin scheduling algorithm.The main purpose of this
network is to improve quality of service. The growing real-
time application provides quality of service support in
wireless and mobile ad hoc network environment.Thescope
of this paper: Used in multimedia networks which expects
high throughput, low delay, and low packet loss rate.Usedin
wireless sensor network which incorporates a gateway that
provides wireless connectivity back to the wired world and
distributed nodes.
2.RELATED WORK
The structure for achieving energy efficiency for the data
loss resistance applications by exploiting the multiuser
diversity and degree of freedoms available through the
packet loss [1]. Quantifies the global carbon foot- print of
mobile communication systems, and discusses its ecological
and economic implications. They also provide a
disintegration of the global carbon footprint, which reveals
that production of mobile devices and global radio access
network operation isescorted bya raisingshareof emissions
[2]. The motivation for the authorities and network
operators to continuously explore future technologies in
order to bring developments in network infrastructure. The
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 04 Issue: 06 | June -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 234
authors also present a method to develop the power
efficiency of cellular networksand suggest some techniques
to enable an energy efficient cellularnetwork [3].Addressing
the fundamental delay for minimizing energy expenditure in
a multiuser wireless network with randomly varying
channels, demonstrating that any algorithm that yields
average power within the minimum power required for
network stability must also have an average queueing delay
[4]. The presentation regarding brief description about
mobile ad-hoc network, mobile ad-hoc network is collection
of independent nodes where a node can communicate
directly with another node within radio wave. If the node is
in the outer range, then using intermediate node
communication is possible [5].The method which manages
the communication of multimedia packets in a way that the
users have a fair share of packet loss according to their
Quality of
service requirements, and maximizes the number of the
served users under the Quality ofserviceconstraints[6]. The
advantages of intelligentlydroppingsmall fractionofpackets
that arrive for transmission, the packet dropping and the
optimum energy delay can be delayed [7]. A user
communicating over a feeding channel with perfect channel
state information. Data are assumed to arrive from higher
layer and stored in buffer until transmitted. The main
objective is to regulate both long term and average
transmission power [8]. An efficient medium access control
protocol with fair packet loss sharing packet scheduling is
proposed for wireless code division multiple access
communication [9]. The packet loss bustiness over wireless
channels is commonly acknowledged as a key impacting
factor on the performance of networking protocols [10].
3.SYSTEM DESIGN
Consider a network in fig 1.2 it mainlyconsistsofthreeusers
,user created user buffer, central controller , and server as
the main integral part. The user buffer is dynamic in size.
Fig 1.2 : Simple Architecture
 In order for the client to communicate with the
server, the nodes have to be registered with the
server. According to fig 1.2
 The registration is the important part because
without the registration the transferring of packets
cannot take place. After the registration is
successful the packets are availablefortransferring.
 The Bandwidth of the server is analyzed andisused
to calculate the no. of packets to be sent at a time.
 No. of packets to be sent at a time = Sever
bandwidth / no. of nodes. The data to be sent by the
nodes is placed in the user buffer. The packets are
created based on the no. of lines in the file.
According to fig 1.3
Fig 1.3 Node registration flowchart
Fig 1.4 Flowchart for packet creation
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 04 Issue: 06 | June -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 235
 The controller runs the scheduling algorithm
which then schedules the packets to be sent to the
server.
 The packets to be sent to the server are sent in a
particular order in which order they have entered
the buffer.
 The packets are sent from each node to the server
according to which the packets have been divided
by the central controller.
4.IMPLEMENTATION
It is a main page of a controller the controller is used
schedule the packets from the user buffer to the server. The
scheduling is based on round robin algorithm.In order for
the user to send a file to the server, initially the server has to
be up.
Main Page of the Server
The controller is used schedule the packets from the user
buffer to the server. The scheduling is based on round robin
algorithm.
Main Page of the Controller
For node registration, the usernameandthepasswordhasto
be entered. Only once the registration is required. Once
registered, any no .of files can be transferred to the server.
Main Page of the Node
Shows the registration of node 1 along with the username
and password
Node Registration
If the user has entered the unique username and password,
the registration will be successful. The registered user will
be stored in the database.
Node Registration Successful
Once the node is registered to the server, the user can place
the file to be sent in the user buffer. The files are converted
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 04 Issue: 06 | June -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 236
to packets based on the no. of lines in the file. An file
identifier is used inorder to recognise the file once received
by the server.
Packet Creation Successful
Before sending the file to the server it has to be placedinthe
buffer and must be converted to packets. Inorder to identify
the file when received by the server, an file identifierisused.
Packet creation will be a failure if we don’t enter the file
identifier.
Packet Creation Failure
When the user places the packet in the buffer, a notification
message is received by the controller. This notification
message will contain the packet status, usernameoftheuser
who has placed the packet in the buffer and no.of packet
available
Packet Available message is received by the Controller
Inorder to view the file sent by the user, we need to load the
file name. once it has been loaded we will receive the file
identifier of the files which has been received by the server.
Files Received by the Server
Once the file identifier is selected, the list of packets
available in that file can be viewed in encrypted format. To
view that packet in decrypted format the packets has to be
selected
Packets Decrypted by the Server
5. CONCLUSION
We investigate the tradeoff between the system energy of
multiuser multi-accesssystemandthepacketdroptolerance
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 04 Issue: 06 | June -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 237
of the applications characterizing the network traffic. In
contrast to common approach of dropping a packet as a
consequence of failing to provide a required rate to the
users, we propose maximizing the use of packet drop
tolerance by dropping as many packets as permissible
without compromising the QoE for the users.A scheduling
scheme (Round Robin Algorithm) is used to optimize the
energy consumption, which improves the QoS constraints
and helps the Controller to schedule the packets in timely
manner, which results in no packet loss.
ACKNOWLEDGMENT
We, express sincere gratitude to Management and staff of
Srinivas School of Engineering Mukka,Surathkal for
providing platformtoconductresearchand experimentation
REFERENCES
[1] Maximizing EnergyEfficiencyinMultipleAccessChannels
by Exploiting Packet Dropping and TransmitterBufferingM.
Majid Butt, Member, IEEE,Eduard A. Jorswieck, Senior
Member, IEEE, Bjorn Ottersten, Fellow, IEEE ,March 2015
[2] A. Fehske, G. Fettweis, J. Malmodin, and G. Biczo´k, “The
global footprint of mobile communications: The ecological
and economicperspective,”IEEECommunicationsMagazine,
vol. 49, no. 8, pp. 55–62, August 2011.
[3] Z. Hasan, H. Boostanimehr, and V. Bhargava, “Green
cellular networks: A survey, some research issues and
challenges,” IEEECommunicationsSurveysTutorials,vol.13,
no. 4, pp. 524–540, 2011.
[4] M. J. Neely, “Optimal energy and delay tradeoffs for
multiuser wireless downlinks,” IEEE Trans. Inform. Theory,
vol. 53, no. 9, pp. 3095–3113, September 2007.
[5]Dr. S. S. Tyagi,”Study of MANET: Characteristics,
Challenges, Application and Security Attacks”,journal paper.
[6]M. M. Butt, “Energy-performance trade-offs in multiuser
scheduling,Large system analysis,” IEEE Wireless
Communications Letters, vol. 1,no. 3, pp. 217–220, June
2012.
[7] M. J. Neely, “Optimal energy and delay tradeoffs for
multiuser wireless downlinks,” IEEE Trans. Inform. Theory,
vol. 53, no. 9, pp. 3095–3113, September 2007.
[8] R. A. Berry and R. G. Gallager, “Communication over
fading channels with delay constraints,” IEEE Trans. Inform.
Theory, vol. 48, no. 5, pp. 1135–1149, May 2002.
[9] V. Huang and W. Zhuang, “QoS-oriented packet
scheduling for wirelessmultimedia CDMAcommunications,”
IEEE Transactions on Mobile Computing, vol. 3, no. 1, pp. 73–
85, 2004.
[10] I. Bettesh and S. Shamai, “Optimal power and rate
control for minimal average delay: The single-user case,”
Information Theory, IEEE Transactions on, vol. 52, no. 9, pp.
4115–4141, Sept 2006.
APPENDIX
Node Registration Algorithm:
Input:- username, password
Output:- success or failure message
Step 1:- enter username and password
Step 2:- check for username and password field is empty or
not
If(username or password is empty)
Show message to enter values Else
Send data for registration.
Step 3:- check status of database query
If(registration success)
Display success message Else
Display failure message.
Packet Creation Algorithm:
Input: - text file
Output: - packets[i], buf[i];
Step1: - Read a Text input file
Step2: -Generate a Packet using number of lines available in
file.
Step3:- Store generated packets in a buffer.
Step4:- Set HOL [Head of Line to identify packet index] to a
generated Buffer.
Output:- Packets from All the nodes

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Increasing Energy Productivity in Multiple Access Channel by Utilizing Packet Dropping

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 06 | June -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 233 INCREASING ENERGY PRODUCTIVITY IN MULTIPLE ACCESS CHANNEL BY UTILIZING PACKET DROPPING Varshitha K1,Mohammad Sharukh2, Niyad Rahman3 1.Assistant Professor, Department of Computer science & Engineering, Srinivas School of Engineering Mukka, Mangalore, India 2. UG Student, Department of Computer science & Engineering, Srinivas School of Engineering Mukka, Mangalore, India -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Abstract - Quality of service for a network is specified regarding parameters such as packet delay and latency. To meet the changing demands of wireless channel certain mechanisms should satisfy the Quality of service requirement. However, the mechanism used do not consider channel condition. In a multi-hop network when all nodes try to send a data simultaneously packet drop may occur. A scheduler scheme (RORB) is used to optimize the energy consumption which improves the Qualityof serviceconstraintsandhelpsthe controller to schedule the packets in timely manner which results in no packet loss, specifically an iterative approach is used to transmit the packets in sequential order to the destination Key Words: Quality of service, Round Robin Algorithm(RORB), scheduling, Packet loss 1.INTRODUCTION Quality of service (QoS) refers to the ability of a network to provide service to the network traffic and deal with network performance elements. Mobile ad-hoc network is a network which has several free nodes and is composed of mobile devices that arrange themselvesinvariouswaysandoperate without any strict network administration. The important goals of the protocols are Localized packet routing decision and differentiated QoS options. In fig 1.1 during the transmission if the nodes want to send the informationfrom source to destination and the destination node doesn’t lie within the communication range then the communication takes place with the help of intermediate node. In a multi hop network, when all the nodes try to transmit data to the server simultaneously, leads to Collision, Cross Talk, Packet Drop, No Reliability. In order to overcomethese problems, the following schemes are introduced: A novel scheduling scheme which takes into account packet loss characteristics, QoS characteristics and maximum delay Fig 1.1 Mobile ad-hoc network limitations for a packet. This framework provides better results in terms of energy efficiency.Buffering atsenderside which is used for packet scheduling. A controller which controls the transfer of packets to the server using round robin scheduling algorithm.The main purpose of this network is to improve quality of service. The growing real- time application provides quality of service support in wireless and mobile ad hoc network environment.Thescope of this paper: Used in multimedia networks which expects high throughput, low delay, and low packet loss rate.Usedin wireless sensor network which incorporates a gateway that provides wireless connectivity back to the wired world and distributed nodes. 2.RELATED WORK The structure for achieving energy efficiency for the data loss resistance applications by exploiting the multiuser diversity and degree of freedoms available through the packet loss [1]. Quantifies the global carbon foot- print of mobile communication systems, and discusses its ecological and economic implications. They also provide a disintegration of the global carbon footprint, which reveals that production of mobile devices and global radio access network operation isescorted bya raisingshareof emissions [2]. The motivation for the authorities and network operators to continuously explore future technologies in order to bring developments in network infrastructure. The
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 06 | June -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 234 authors also present a method to develop the power efficiency of cellular networksand suggest some techniques to enable an energy efficient cellularnetwork [3].Addressing the fundamental delay for minimizing energy expenditure in a multiuser wireless network with randomly varying channels, demonstrating that any algorithm that yields average power within the minimum power required for network stability must also have an average queueing delay [4]. The presentation regarding brief description about mobile ad-hoc network, mobile ad-hoc network is collection of independent nodes where a node can communicate directly with another node within radio wave. If the node is in the outer range, then using intermediate node communication is possible [5].The method which manages the communication of multimedia packets in a way that the users have a fair share of packet loss according to their Quality of service requirements, and maximizes the number of the served users under the Quality ofserviceconstraints[6]. The advantages of intelligentlydroppingsmall fractionofpackets that arrive for transmission, the packet dropping and the optimum energy delay can be delayed [7]. A user communicating over a feeding channel with perfect channel state information. Data are assumed to arrive from higher layer and stored in buffer until transmitted. The main objective is to regulate both long term and average transmission power [8]. An efficient medium access control protocol with fair packet loss sharing packet scheduling is proposed for wireless code division multiple access communication [9]. The packet loss bustiness over wireless channels is commonly acknowledged as a key impacting factor on the performance of networking protocols [10]. 3.SYSTEM DESIGN Consider a network in fig 1.2 it mainlyconsistsofthreeusers ,user created user buffer, central controller , and server as the main integral part. The user buffer is dynamic in size. Fig 1.2 : Simple Architecture  In order for the client to communicate with the server, the nodes have to be registered with the server. According to fig 1.2  The registration is the important part because without the registration the transferring of packets cannot take place. After the registration is successful the packets are availablefortransferring.  The Bandwidth of the server is analyzed andisused to calculate the no. of packets to be sent at a time.  No. of packets to be sent at a time = Sever bandwidth / no. of nodes. The data to be sent by the nodes is placed in the user buffer. The packets are created based on the no. of lines in the file. According to fig 1.3 Fig 1.3 Node registration flowchart Fig 1.4 Flowchart for packet creation
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 06 | June -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 235  The controller runs the scheduling algorithm which then schedules the packets to be sent to the server.  The packets to be sent to the server are sent in a particular order in which order they have entered the buffer.  The packets are sent from each node to the server according to which the packets have been divided by the central controller. 4.IMPLEMENTATION It is a main page of a controller the controller is used schedule the packets from the user buffer to the server. The scheduling is based on round robin algorithm.In order for the user to send a file to the server, initially the server has to be up. Main Page of the Server The controller is used schedule the packets from the user buffer to the server. The scheduling is based on round robin algorithm. Main Page of the Controller For node registration, the usernameandthepasswordhasto be entered. Only once the registration is required. Once registered, any no .of files can be transferred to the server. Main Page of the Node Shows the registration of node 1 along with the username and password Node Registration If the user has entered the unique username and password, the registration will be successful. The registered user will be stored in the database. Node Registration Successful Once the node is registered to the server, the user can place the file to be sent in the user buffer. The files are converted
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 06 | June -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 236 to packets based on the no. of lines in the file. An file identifier is used inorder to recognise the file once received by the server. Packet Creation Successful Before sending the file to the server it has to be placedinthe buffer and must be converted to packets. Inorder to identify the file when received by the server, an file identifierisused. Packet creation will be a failure if we don’t enter the file identifier. Packet Creation Failure When the user places the packet in the buffer, a notification message is received by the controller. This notification message will contain the packet status, usernameoftheuser who has placed the packet in the buffer and no.of packet available Packet Available message is received by the Controller Inorder to view the file sent by the user, we need to load the file name. once it has been loaded we will receive the file identifier of the files which has been received by the server. Files Received by the Server Once the file identifier is selected, the list of packets available in that file can be viewed in encrypted format. To view that packet in decrypted format the packets has to be selected Packets Decrypted by the Server 5. CONCLUSION We investigate the tradeoff between the system energy of multiuser multi-accesssystemandthepacketdroptolerance
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 06 | June -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 237 of the applications characterizing the network traffic. In contrast to common approach of dropping a packet as a consequence of failing to provide a required rate to the users, we propose maximizing the use of packet drop tolerance by dropping as many packets as permissible without compromising the QoE for the users.A scheduling scheme (Round Robin Algorithm) is used to optimize the energy consumption, which improves the QoS constraints and helps the Controller to schedule the packets in timely manner, which results in no packet loss. ACKNOWLEDGMENT We, express sincere gratitude to Management and staff of Srinivas School of Engineering Mukka,Surathkal for providing platformtoconductresearchand experimentation REFERENCES [1] Maximizing EnergyEfficiencyinMultipleAccessChannels by Exploiting Packet Dropping and TransmitterBufferingM. Majid Butt, Member, IEEE,Eduard A. Jorswieck, Senior Member, IEEE, Bjorn Ottersten, Fellow, IEEE ,March 2015 [2] A. Fehske, G. Fettweis, J. Malmodin, and G. Biczo´k, “The global footprint of mobile communications: The ecological and economicperspective,”IEEECommunicationsMagazine, vol. 49, no. 8, pp. 55–62, August 2011. [3] Z. Hasan, H. Boostanimehr, and V. Bhargava, “Green cellular networks: A survey, some research issues and challenges,” IEEECommunicationsSurveysTutorials,vol.13, no. 4, pp. 524–540, 2011. [4] M. J. Neely, “Optimal energy and delay tradeoffs for multiuser wireless downlinks,” IEEE Trans. Inform. Theory, vol. 53, no. 9, pp. 3095–3113, September 2007. [5]Dr. S. S. Tyagi,”Study of MANET: Characteristics, Challenges, Application and Security Attacks”,journal paper. [6]M. M. Butt, “Energy-performance trade-offs in multiuser scheduling,Large system analysis,” IEEE Wireless Communications Letters, vol. 1,no. 3, pp. 217–220, June 2012. [7] M. J. Neely, “Optimal energy and delay tradeoffs for multiuser wireless downlinks,” IEEE Trans. Inform. Theory, vol. 53, no. 9, pp. 3095–3113, September 2007. [8] R. A. Berry and R. G. Gallager, “Communication over fading channels with delay constraints,” IEEE Trans. Inform. Theory, vol. 48, no. 5, pp. 1135–1149, May 2002. [9] V. Huang and W. Zhuang, “QoS-oriented packet scheduling for wirelessmultimedia CDMAcommunications,” IEEE Transactions on Mobile Computing, vol. 3, no. 1, pp. 73– 85, 2004. [10] I. Bettesh and S. Shamai, “Optimal power and rate control for minimal average delay: The single-user case,” Information Theory, IEEE Transactions on, vol. 52, no. 9, pp. 4115–4141, Sept 2006. APPENDIX Node Registration Algorithm: Input:- username, password Output:- success or failure message Step 1:- enter username and password Step 2:- check for username and password field is empty or not If(username or password is empty) Show message to enter values Else Send data for registration. Step 3:- check status of database query If(registration success) Display success message Else Display failure message. Packet Creation Algorithm: Input: - text file Output: - packets[i], buf[i]; Step1: - Read a Text input file Step2: -Generate a Packet using number of lines available in file. Step3:- Store generated packets in a buffer. Step4:- Set HOL [Head of Line to identify packet index] to a generated Buffer. Output:- Packets from All the nodes