SlideShare a Scribd company logo
1 of 5
Download to read offline
Ki-Tech Solutions offering IT courses(C, C++, Java, Asp.Net, C# and Android) for everyone-
from a beginner who wants to learn computer basics to a software engineer who wishes to take
a global certification exam.
Ki-Tech Solutions
IEEE PROJECTS DEVELOPMENTS
WE OFFER IEEE PROJECTS MCA FINAL YEAR STUDENT PROJECTS, ENGINEERING PROJECTS AND
TRAINING, PHP PROJECTS, JAVA AND J2EE PROJECTS, ASP.NET PROJECTS, NS2 PROJECTS, MATLAB
PROJECTS AND IPT TRAINING IN RAJAPALAYAM, VIRUDHUNAGAR DISTRICTS, AND TAMILNADU.
CELL: +91 888-379-0633 | +91 979-000-9190
Mail to: kitechsolutions.in@gmail.com
Abstract:
Network coding (NC) and multi packet reception with successive
interference cancelation (SIC) have been shown to improve the performance of
multi hop wireless networks (MWNs). However, previous work emphasized
maximization of network throughput without considering quality of service (QoS)
requirements, which may lead to high packet delays in the network. The objective
of this work is minimization of packet delay in a TDMA-based MWN that is
jointly utilizing NC and SIC techniques for a given traffic demand matrix. We
assume conflict free scheduling and allow multipath routing. We formulate a cross-
layer optimization that assigns time slots to links in a way that the average packet
delay is minimized. For large networks, we develop a heuristic approach that
iteratively determines the optimal solution. We present numerical results, which
show that the average packet delay and traffic handling capacity of a network.
Ki-Tech Solutions offering IT courses(C, C++, Java, Asp.Net, C# and Android) for everyone-
from a beginner who wants to learn computer basics to a software engineer who wishes to take
a global certification exam.
Ki-Tech Solutions
IEEE PROJECTS DEVELOPMENTS
WE OFFER IEEE PROJECTS MCA FINAL YEAR STUDENT PROJECTS, ENGINEERING PROJECTS AND
TRAINING, PHP PROJECTS, JAVA AND J2EE PROJECTS, ASP.NET PROJECTS, NS2 PROJECTS, MATLAB
PROJECTS AND IPT TRAINING IN RAJAPALAYAM, VIRUDHUNAGAR DISTRICTS, AND TAMILNADU.
CELL: +91 888-379-0633 | +91 979-000-9190
Mail to: kitechsolutions.in@gmail.com
Existing System:
The past work on optimization of MWNs, particularly with NC, has mainly
addressed the problem of determining the maximum throughput. However, this
approach has a drawback since it does not deal with QoS requirements of the users.
The problem of delay minimization of MWNs with NC and SIC in an
existing system is as a MINLP. Due to the nonlinearity of the objective function,
the problem is only solvable for small-sized networks by the state-of-art software.
When the throughput is maximized the traffic of a link may approach to its
capacity, which may result in prohibitively high packet delays in some paths in the
network.
Ki-Tech Solutions offering IT courses(C, C++, Java, Asp.Net, C# and Android) for everyone-
from a beginner who wants to learn computer basics to a software engineer who wishes to take
a global certification exam.
Ki-Tech Solutions
IEEE PROJECTS DEVELOPMENTS
WE OFFER IEEE PROJECTS MCA FINAL YEAR STUDENT PROJECTS, ENGINEERING PROJECTS AND
TRAINING, PHP PROJECTS, JAVA AND J2EE PROJECTS, ASP.NET PROJECTS, NS2 PROJECTS, MATLAB
PROJECTS AND IPT TRAINING IN RAJAPALAYAM, VIRUDHUNAGAR DISTRICTS, AND TAMILNADU.
CELL: +91 888-379-0633 | +91 979-000-9190
Mail to: kitechsolutions.in@gmail.com
Disadvantages:
 In existing system Maximization of network throughput without considering
quality of service (QoS) requirements which may lead to high packet delays
in the network.
 High delays in bottleneck nodes while transferring the data over the
network. Delay is occurred due to the increase of interference between
wireless nodes.
 wireless nodes has a set of traffic demands, and does not analysis what is the
optimum routing, scheduling and capacity assignment for the network links.
Ki-Tech Solutions offering IT courses(C, C++, Java, Asp.Net, C# and Android) for everyone-
from a beginner who wants to learn computer basics to a software engineer who wishes to take
a global certification exam.
Ki-Tech Solutions
IEEE PROJECTS DEVELOPMENTS
WE OFFER IEEE PROJECTS MCA FINAL YEAR STUDENT PROJECTS, ENGINEERING PROJECTS AND
TRAINING, PHP PROJECTS, JAVA AND J2EE PROJECTS, ASP.NET PROJECTS, NS2 PROJECTS, MATLAB
PROJECTS AND IPT TRAINING IN RAJAPALAYAM, VIRUDHUNAGAR DISTRICTS, AND TAMILNADU.
CELL: +91 888-379-0633 | +91 979-000-9190
Mail to: kitechsolutions.in@gmail.com
Proposed System:
Our system implementation should propose a multipath transmission scheme
to enhance the rate-delay performance in multi hop networks by employing NC at
the source. Spatial TDMA is more efficient under high traffic loads. There has
been work that optimizes the MWN through the minimization of the TDMA frame
length for given traffic demands. However, the minimization of the frame length
does not necessarily lead to the solution with the minimum packet delay except for
under light loading.
System also derives a cross-layer optimization model, involving physical,
MAC, and network layers, to make capacity assignment, scheduling and routing
decisions. The packet arrival process of each flow is according to a Poisson
process; under this assumption, we use the result of average packet delay in a
TDMA system, which allows assignment of multiple slots to a network link in
determining the delay in the network.
Additionally system provides the effect of wireless interference through
incorporating scheduling constraints into the model. In addition, allowing the
Ki-Tech Solutions offering IT courses(C, C++, Java, Asp.Net, C# and Android) for everyone-
from a beginner who wants to learn computer basics to a software engineer who wishes to take
a global certification exam.
Ki-Tech Solutions
IEEE PROJECTS DEVELOPMENTS
WE OFFER IEEE PROJECTS MCA FINAL YEAR STUDENT PROJECTS, ENGINEERING PROJECTS AND
TRAINING, PHP PROJECTS, JAVA AND J2EE PROJECTS, ASP.NET PROJECTS, NS2 PROJECTS, MATLAB
PROJECTS AND IPT TRAINING IN RAJAPALAYAM, VIRUDHUNAGAR DISTRICTS, AND TAMILNADU.
CELL: +91 888-379-0633 | +91 979-000-9190
Mail to: kitechsolutions.in@gmail.com
multipath-routing create more NC and SIC opportunities in the network,
which provides a method for utilizing the best opportunities from available ones.
Advantages:
 A heuristic procedure successfully determines optimal packet delay
iteratively.
 SIC is a physical-layer technique that enables decoding of multiple signals in
a sequential manner to either remove interfering signals or receive multiple
packets simultaneously.
 System determining the capacity assignment to the links for a given traffic
demand matrix such that the average packet delay in the network is
minimized.

More Related Content

Viewers also liked (10)

Presentación
PresentaciónPresentación
Presentación
 
JECatt - JUNIOR ENTERPRISE CATTOLICA.
JECatt - JUNIOR ENTERPRISE CATTOLICA.JECatt - JUNIOR ENTERPRISE CATTOLICA.
JECatt - JUNIOR ENTERPRISE CATTOLICA.
 
Cpdch 7 design solutions
Cpdch 7 design solutionsCpdch 7 design solutions
Cpdch 7 design solutions
 
VinodKulkarni_Resume
VinodKulkarni_ResumeVinodKulkarni_Resume
VinodKulkarni_Resume
 
Microservices in production 15/12/2015
Microservices in production 15/12/2015Microservices in production 15/12/2015
Microservices in production 15/12/2015
 
Salsa QA CV
Salsa QA CVSalsa QA CV
Salsa QA CV
 
Wilson workbook 2015
Wilson workbook 2015Wilson workbook 2015
Wilson workbook 2015
 
Monografia
MonografiaMonografia
Monografia
 
Odiun understanding oracle data integrator
Odiun understanding oracle data integratorOdiun understanding oracle data integrator
Odiun understanding oracle data integrator
 
Tuition
TuitionTuition
Tuition
 

More from kitechsolutions

More from kitechsolutions (9)

Identity based encryption
Identity based encryptionIdentity based encryption
Identity based encryption
 
Cloud-Trust - a Security Assessment Model for Infrastructure as a Service (Ia...
Cloud-Trust - a Security Assessment Model for Infrastructure as a Service (Ia...Cloud-Trust - a Security Assessment Model for Infrastructure as a Service (Ia...
Cloud-Trust - a Security Assessment Model for Infrastructure as a Service (Ia...
 
BDCaM: Big Data for Context-aware Monitoring - A Personalized Knowledge Disco...
BDCaM: Big Data for Context-aware Monitoring - A Personalized Knowledge Disco...BDCaM: Big Data for Context-aware Monitoring - A Personalized Knowledge Disco...
BDCaM: Big Data for Context-aware Monitoring - A Personalized Knowledge Disco...
 
Privacy preserving public auditing for regenerating code based cloud storage
Privacy preserving public auditing for regenerating code based cloud storagePrivacy preserving public auditing for regenerating code based cloud storage
Privacy preserving public auditing for regenerating code based cloud storage
 
Space-efficient Verifiable Secret Sharing Using Polynomial Interpolation
  Space-efficient Verifiable Secret Sharing Using Polynomial Interpolation  Space-efficient Verifiable Secret Sharing Using Polynomial Interpolation
Space-efficient Verifiable Secret Sharing Using Polynomial Interpolation
 
Statistical Dissemination Control in Large Machine-to-Machine Communication N...
Statistical Dissemination Control in Large Machine-to-Machine Communication N...Statistical Dissemination Control in Large Machine-to-Machine Communication N...
Statistical Dissemination Control in Large Machine-to-Machine Communication N...
 
Toward Transparent Coexistence for Multihop Secondary Cognitive Radio Networks
Toward Transparent Coexistence for Multihop Secondary Cognitive Radio NetworksToward Transparent Coexistence for Multihop Secondary Cognitive Radio Networks
Toward Transparent Coexistence for Multihop Secondary Cognitive Radio Networks
 
Wormhole attack detection algorithms
Wormhole attack detection algorithmsWormhole attack detection algorithms
Wormhole attack detection algorithms
 
BDCAM: big data for context-aware Monitoring
BDCAM: big data for context-aware MonitoringBDCAM: big data for context-aware Monitoring
BDCAM: big data for context-aware Monitoring
 

Recently uploaded

Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
kauryashika82
 
Seal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptxSeal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptx
negromaestrong
 
Making and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdfMaking and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdf
Chris Hunter
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
QucHHunhnh
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
ciinovamais
 

Recently uploaded (20)

microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
 
General Principles of Intellectual Property: Concepts of Intellectual Proper...
General Principles of Intellectual Property: Concepts of Intellectual  Proper...General Principles of Intellectual Property: Concepts of Intellectual  Proper...
General Principles of Intellectual Property: Concepts of Intellectual Proper...
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan Fellows
 
Asian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptxAsian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptx
 
Seal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptxSeal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptx
 
Making and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdfMaking and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdf
 
PROCESS RECORDING FORMAT.docx
PROCESS      RECORDING        FORMAT.docxPROCESS      RECORDING        FORMAT.docx
PROCESS RECORDING FORMAT.docx
 
How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
psychiatric nursing HISTORY COLLECTION .docx
psychiatric  nursing HISTORY  COLLECTION  .docxpsychiatric  nursing HISTORY  COLLECTION  .docx
psychiatric nursing HISTORY COLLECTION .docx
 
Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17  How to Extend Models Using Mixin ClassesMixin Classes in Odoo 17  How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptx
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 

Delay Optimization and Cross-Layer Design in Multihop Wireless Networks With Network Coding and Successive Interference Cancelation

  • 1. Ki-Tech Solutions offering IT courses(C, C++, Java, Asp.Net, C# and Android) for everyone- from a beginner who wants to learn computer basics to a software engineer who wishes to take a global certification exam. Ki-Tech Solutions IEEE PROJECTS DEVELOPMENTS WE OFFER IEEE PROJECTS MCA FINAL YEAR STUDENT PROJECTS, ENGINEERING PROJECTS AND TRAINING, PHP PROJECTS, JAVA AND J2EE PROJECTS, ASP.NET PROJECTS, NS2 PROJECTS, MATLAB PROJECTS AND IPT TRAINING IN RAJAPALAYAM, VIRUDHUNAGAR DISTRICTS, AND TAMILNADU. CELL: +91 888-379-0633 | +91 979-000-9190 Mail to: kitechsolutions.in@gmail.com Abstract: Network coding (NC) and multi packet reception with successive interference cancelation (SIC) have been shown to improve the performance of multi hop wireless networks (MWNs). However, previous work emphasized maximization of network throughput without considering quality of service (QoS) requirements, which may lead to high packet delays in the network. The objective of this work is minimization of packet delay in a TDMA-based MWN that is jointly utilizing NC and SIC techniques for a given traffic demand matrix. We assume conflict free scheduling and allow multipath routing. We formulate a cross- layer optimization that assigns time slots to links in a way that the average packet delay is minimized. For large networks, we develop a heuristic approach that iteratively determines the optimal solution. We present numerical results, which show that the average packet delay and traffic handling capacity of a network.
  • 2. Ki-Tech Solutions offering IT courses(C, C++, Java, Asp.Net, C# and Android) for everyone- from a beginner who wants to learn computer basics to a software engineer who wishes to take a global certification exam. Ki-Tech Solutions IEEE PROJECTS DEVELOPMENTS WE OFFER IEEE PROJECTS MCA FINAL YEAR STUDENT PROJECTS, ENGINEERING PROJECTS AND TRAINING, PHP PROJECTS, JAVA AND J2EE PROJECTS, ASP.NET PROJECTS, NS2 PROJECTS, MATLAB PROJECTS AND IPT TRAINING IN RAJAPALAYAM, VIRUDHUNAGAR DISTRICTS, AND TAMILNADU. CELL: +91 888-379-0633 | +91 979-000-9190 Mail to: kitechsolutions.in@gmail.com Existing System: The past work on optimization of MWNs, particularly with NC, has mainly addressed the problem of determining the maximum throughput. However, this approach has a drawback since it does not deal with QoS requirements of the users. The problem of delay minimization of MWNs with NC and SIC in an existing system is as a MINLP. Due to the nonlinearity of the objective function, the problem is only solvable for small-sized networks by the state-of-art software. When the throughput is maximized the traffic of a link may approach to its capacity, which may result in prohibitively high packet delays in some paths in the network.
  • 3. Ki-Tech Solutions offering IT courses(C, C++, Java, Asp.Net, C# and Android) for everyone- from a beginner who wants to learn computer basics to a software engineer who wishes to take a global certification exam. Ki-Tech Solutions IEEE PROJECTS DEVELOPMENTS WE OFFER IEEE PROJECTS MCA FINAL YEAR STUDENT PROJECTS, ENGINEERING PROJECTS AND TRAINING, PHP PROJECTS, JAVA AND J2EE PROJECTS, ASP.NET PROJECTS, NS2 PROJECTS, MATLAB PROJECTS AND IPT TRAINING IN RAJAPALAYAM, VIRUDHUNAGAR DISTRICTS, AND TAMILNADU. CELL: +91 888-379-0633 | +91 979-000-9190 Mail to: kitechsolutions.in@gmail.com Disadvantages:  In existing system Maximization of network throughput without considering quality of service (QoS) requirements which may lead to high packet delays in the network.  High delays in bottleneck nodes while transferring the data over the network. Delay is occurred due to the increase of interference between wireless nodes.  wireless nodes has a set of traffic demands, and does not analysis what is the optimum routing, scheduling and capacity assignment for the network links.
  • 4. Ki-Tech Solutions offering IT courses(C, C++, Java, Asp.Net, C# and Android) for everyone- from a beginner who wants to learn computer basics to a software engineer who wishes to take a global certification exam. Ki-Tech Solutions IEEE PROJECTS DEVELOPMENTS WE OFFER IEEE PROJECTS MCA FINAL YEAR STUDENT PROJECTS, ENGINEERING PROJECTS AND TRAINING, PHP PROJECTS, JAVA AND J2EE PROJECTS, ASP.NET PROJECTS, NS2 PROJECTS, MATLAB PROJECTS AND IPT TRAINING IN RAJAPALAYAM, VIRUDHUNAGAR DISTRICTS, AND TAMILNADU. CELL: +91 888-379-0633 | +91 979-000-9190 Mail to: kitechsolutions.in@gmail.com Proposed System: Our system implementation should propose a multipath transmission scheme to enhance the rate-delay performance in multi hop networks by employing NC at the source. Spatial TDMA is more efficient under high traffic loads. There has been work that optimizes the MWN through the minimization of the TDMA frame length for given traffic demands. However, the minimization of the frame length does not necessarily lead to the solution with the minimum packet delay except for under light loading. System also derives a cross-layer optimization model, involving physical, MAC, and network layers, to make capacity assignment, scheduling and routing decisions. The packet arrival process of each flow is according to a Poisson process; under this assumption, we use the result of average packet delay in a TDMA system, which allows assignment of multiple slots to a network link in determining the delay in the network. Additionally system provides the effect of wireless interference through incorporating scheduling constraints into the model. In addition, allowing the
  • 5. Ki-Tech Solutions offering IT courses(C, C++, Java, Asp.Net, C# and Android) for everyone- from a beginner who wants to learn computer basics to a software engineer who wishes to take a global certification exam. Ki-Tech Solutions IEEE PROJECTS DEVELOPMENTS WE OFFER IEEE PROJECTS MCA FINAL YEAR STUDENT PROJECTS, ENGINEERING PROJECTS AND TRAINING, PHP PROJECTS, JAVA AND J2EE PROJECTS, ASP.NET PROJECTS, NS2 PROJECTS, MATLAB PROJECTS AND IPT TRAINING IN RAJAPALAYAM, VIRUDHUNAGAR DISTRICTS, AND TAMILNADU. CELL: +91 888-379-0633 | +91 979-000-9190 Mail to: kitechsolutions.in@gmail.com multipath-routing create more NC and SIC opportunities in the network, which provides a method for utilizing the best opportunities from available ones. Advantages:  A heuristic procedure successfully determines optimal packet delay iteratively.  SIC is a physical-layer technique that enables decoding of multiple signals in a sequential manner to either remove interfering signals or receive multiple packets simultaneously.  System determining the capacity assignment to the links for a given traffic demand matrix such that the average packet delay in the network is minimized.