SlideShare una empresa de Scribd logo
1 de 5
Resource Allocation for QoS Support in Wireless Mesh
Networks
ABSTRACT:
Many next generation applications (such as video flows) are likely to have
associated minimum data rate requirements in order to ensure satisfactory quality
as perceived by end-users. In this paper, we develop a framework to address the
problem of maximizing the aggregate utility of traffic flows in a multi-hop wireless
network, with constraints imposed both due to self-interference and minimum rate
requirements. The parameters that are tuned in order to maximize the utility are (i)
transmission powers of individual nodes and (ii) the channels assigned to the
different communication links. Our framework is based on using across-
decomposition technique that takes both inter-flow interference and self-
interference into account. The output of our framework is a schedule that dictates
what links are to be activated in each slot and the parameters associated with each
of those links. If the minimum rate constraint cannot be satisfied for all of the
flows, the framework intelligently rejects a sub-set of the flows and recomputes a
schedule for the remaining flows. We also design an admission control module that
determines if new flows can be admitted without violating the rate requirements of
the existing flows in the network. We provide numerical results to demonstrate the
efficacy of our framework.
EXISTING SYSTEM:
The problem of resource allocation and congestion control in wired networks has
received a lot of attention. In their seminal work, Kelly et al. have modeled the
problem of flow control as an optimization problem where the objective is to
maximize the aggregate utility of elastic traffic sources subject to capacity
constraints on the links that compose the network. Inspired by Kelly’s work, there
has been follow up work, where TCP congestion control is modeled a convex
optimization problem, the objective being the maximization of an aggregate user
utility; in these efforts distributed primaldual solutions to the problem are
proposed.
DISADVANTAGES OF EXISTING SYSTEM:
In contrast with wireline networks, the capacity of a wireless link is not dependent
on other flows in the network but on other flows that use links on the same channel
(and that are close enough) and external interference. The dependencies between
flows is regulated by the protocols at both the link and transport layers. However,
these prior efforts do not consider the provision of quality-of-service in terms of
supporting minimum rates to the flows that share the network. More importantly,
the QoS needs to be provided under conditions of self-interference, where the
packets of a flow interfere with other packets that belong to the same flow along a
multi-hop path.
PROPOSED SYSTEM:
In this paper, we propose a framework for maximizing the aggregate utility of
traffic sources while adhering to the capacity constraints of each link and the
minimum rate requirements imposed by each of the sources. The framework takes
into account the self-interference of flows and assigns (a) channels (b) transmission
power levels and (c) time slots to each link such that the above objective is
achieved. It dictates the rates at which each traffic source will send packets such
that the minimum rate requirements of all coexisting flows are met. If the
minimum rate requirements of all the flows cannot be met, the framework rejects a
subset of flows (based on fairness considerations) and recomputes the schedule and
allocates resources to each of the remaining flows.
ADVANTAGES OF PROPOSED SYSTEM:
 The framework maximizes the aggregate utility of flows taking into account
constraints that arise due to self-interference (wireless channel imposed
constraints) and minimum rate requirements of sources (QoS requirements).
 If a solution is not feasible, the framework selectively drops a few of the
sources and redistributes the resources among the others in a way that their
QoS requirements are met.
 The proposed framework readily leads to a simple and effective admission
control mechanism.
 We demonstrate the efficacy of our approach with numerical results. We
also theoretically compute performance bounds with our network, as
compared with an optimal strategy.
SYSTEM CONFIGURATION:-
HARDWARE REQUIREMENTS:-
 Processor - Pentium –IV
 Speed - 1.1 Ghz
 RAM - 256 MB
 Hard Disk - 20 GB
 Key Board - Standard Windows Keyboard
 Mouse - Two or Three Button Mouse
 Monitor - SVGA
SOFTWARE REQUIREMENTS:
• Operating system : - Windows XP.
• Coding Language : C#.Net.
REFERENCE:
Tae-Suk Kim, Yong Yang, Jennifer C. Hou,Fellow, IEEE,and Srikanth V.
Krishnamurthy,Fellow, IEEE “Resource Allocation for QoS Support in Wireless
Mesh Networks” - IEEE TRANSACTIONS ON WIRELESS
COMMUNICATIONS, 2013

Más contenido relacionado

La actualidad más candente

Cooperative load balancing and dynamic channel allocation for cluster based m...
Cooperative load balancing and dynamic channel allocation for cluster based m...Cooperative load balancing and dynamic channel allocation for cluster based m...
Cooperative load balancing and dynamic channel allocation for cluster based m...ieeeprojectschennai
 
Stochastic bandwidth estimation in networks with random service
Stochastic bandwidth estimation in networks with random serviceStochastic bandwidth estimation in networks with random service
Stochastic bandwidth estimation in networks with random servicePapitha Velumani
 
Efficient Load Balancing Routing in Wireless Mesh Networks
Efficient Load Balancing Routing in Wireless Mesh NetworksEfficient Load Balancing Routing in Wireless Mesh Networks
Efficient Load Balancing Routing in Wireless Mesh Networksijceronline
 
Cooperative load balancing and dynamic channel allocation for cluster based m...
Cooperative load balancing and dynamic channel allocation for cluster based m...Cooperative load balancing and dynamic channel allocation for cluster based m...
Cooperative load balancing and dynamic channel allocation for cluster based m...IISTech2015
 
Regressive admission control enabled by real time qos measurements
Regressive admission control enabled by real time qos measurementsRegressive admission control enabled by real time qos measurements
Regressive admission control enabled by real time qos measurementsIJCNCJournal
 
IEEE 2014 NS2 NETWORKING PROJECTS Temporal traffic dynamics improve the conn...
IEEE 2014 NS2 NETWORKING PROJECTS  Temporal traffic dynamics improve the conn...IEEE 2014 NS2 NETWORKING PROJECTS  Temporal traffic dynamics improve the conn...
IEEE 2014 NS2 NETWORKING PROJECTS Temporal traffic dynamics improve the conn...IEEEBEBTECHSTUDENTPROJECTS
 
Congestion Control in Wireless Sensor Networks- An overview of Current Trends
Congestion Control in Wireless Sensor Networks- An overview of Current TrendsCongestion Control in Wireless Sensor Networks- An overview of Current Trends
Congestion Control in Wireless Sensor Networks- An overview of Current TrendsEditor IJCATR
 
Multi hop distributed coordination in
Multi hop distributed coordination inMulti hop distributed coordination in
Multi hop distributed coordination inIJCNCJournal
 
Analysis of Link State Resource Reservation Protocol for Congestion Managemen...
Analysis of Link State Resource Reservation Protocol for Congestion Managemen...Analysis of Link State Resource Reservation Protocol for Congestion Managemen...
Analysis of Link State Resource Reservation Protocol for Congestion Managemen...ijgca
 
Reduce Handover Delay Using the HSBCC Based Buffer Over Flow In Wimax Network
Reduce Handover Delay Using the HSBCC Based Buffer Over Flow In Wimax NetworkReduce Handover Delay Using the HSBCC Based Buffer Over Flow In Wimax Network
Reduce Handover Delay Using the HSBCC Based Buffer Over Flow In Wimax Networkinventionjournals
 
Multipath Routing
Multipath RoutingMultipath Routing
Multipath RoutingArul Suju
 
PERFORMANCE ANALYSIS OF WIRELESS MESH NETWORK USING ADAPTIVE INFORMANT FACTOR...
PERFORMANCE ANALYSIS OF WIRELESS MESH NETWORK USING ADAPTIVE INFORMANT FACTOR...PERFORMANCE ANALYSIS OF WIRELESS MESH NETWORK USING ADAPTIVE INFORMANT FACTOR...
PERFORMANCE ANALYSIS OF WIRELESS MESH NETWORK USING ADAPTIVE INFORMANT FACTOR...IJCSES Journal
 
band width ppt
band width pptband width ppt
band width pptSai Nukala
 
Cooperative load balancing and dynamic channel allocation for cluster based m...
Cooperative load balancing and dynamic channel allocation for cluster based m...Cooperative load balancing and dynamic channel allocation for cluster based m...
Cooperative load balancing and dynamic channel allocation for cluster based m...LogicMindtech Nologies
 
Experimental evaluation of scalability and reliability of a feedback based up...
Experimental evaluation of scalability and reliability of a feedback based up...Experimental evaluation of scalability and reliability of a feedback based up...
Experimental evaluation of scalability and reliability of a feedback based up...ijma
 
CONVEX OPTIMIZATION BASED CONGESTION CONTROL IN LAYERED SATELLITE NETWORKS
CONVEX OPTIMIZATION BASED CONGESTION CONTROL IN LAYERED SATELLITE NETWORKSCONVEX OPTIMIZATION BASED CONGESTION CONTROL IN LAYERED SATELLITE NETWORKS
CONVEX OPTIMIZATION BASED CONGESTION CONTROL IN LAYERED SATELLITE NETWORKSIJCI JOURNAL
 
Delay based network utility maximization
Delay based network utility maximizationDelay based network utility maximization
Delay based network utility maximizationIEEEFINALYEARPROJECTS
 
An automated dynamic offset for network selection in heterogeneous networks
An automated dynamic offset for network selection in heterogeneous networksAn automated dynamic offset for network selection in heterogeneous networks
An automated dynamic offset for network selection in heterogeneous networksmuhammed jassim k
 

La actualidad más candente (19)

Cooperative load balancing and dynamic channel allocation for cluster based m...
Cooperative load balancing and dynamic channel allocation for cluster based m...Cooperative load balancing and dynamic channel allocation for cluster based m...
Cooperative load balancing and dynamic channel allocation for cluster based m...
 
Stochastic bandwidth estimation in networks with random service
Stochastic bandwidth estimation in networks with random serviceStochastic bandwidth estimation in networks with random service
Stochastic bandwidth estimation in networks with random service
 
Efficient Load Balancing Routing in Wireless Mesh Networks
Efficient Load Balancing Routing in Wireless Mesh NetworksEfficient Load Balancing Routing in Wireless Mesh Networks
Efficient Load Balancing Routing in Wireless Mesh Networks
 
Cooperative load balancing and dynamic channel allocation for cluster based m...
Cooperative load balancing and dynamic channel allocation for cluster based m...Cooperative load balancing and dynamic channel allocation for cluster based m...
Cooperative load balancing and dynamic channel allocation for cluster based m...
 
Regressive admission control enabled by real time qos measurements
Regressive admission control enabled by real time qos measurementsRegressive admission control enabled by real time qos measurements
Regressive admission control enabled by real time qos measurements
 
IEEE 2014 NS2 NETWORKING PROJECTS Temporal traffic dynamics improve the conn...
IEEE 2014 NS2 NETWORKING PROJECTS  Temporal traffic dynamics improve the conn...IEEE 2014 NS2 NETWORKING PROJECTS  Temporal traffic dynamics improve the conn...
IEEE 2014 NS2 NETWORKING PROJECTS Temporal traffic dynamics improve the conn...
 
Congestion Control in Wireless Sensor Networks- An overview of Current Trends
Congestion Control in Wireless Sensor Networks- An overview of Current TrendsCongestion Control in Wireless Sensor Networks- An overview of Current Trends
Congestion Control in Wireless Sensor Networks- An overview of Current Trends
 
Multi hop distributed coordination in
Multi hop distributed coordination inMulti hop distributed coordination in
Multi hop distributed coordination in
 
Power controlled medium access control
Power controlled medium access controlPower controlled medium access control
Power controlled medium access control
 
Analysis of Link State Resource Reservation Protocol for Congestion Managemen...
Analysis of Link State Resource Reservation Protocol for Congestion Managemen...Analysis of Link State Resource Reservation Protocol for Congestion Managemen...
Analysis of Link State Resource Reservation Protocol for Congestion Managemen...
 
Reduce Handover Delay Using the HSBCC Based Buffer Over Flow In Wimax Network
Reduce Handover Delay Using the HSBCC Based Buffer Over Flow In Wimax NetworkReduce Handover Delay Using the HSBCC Based Buffer Over Flow In Wimax Network
Reduce Handover Delay Using the HSBCC Based Buffer Over Flow In Wimax Network
 
Multipath Routing
Multipath RoutingMultipath Routing
Multipath Routing
 
PERFORMANCE ANALYSIS OF WIRELESS MESH NETWORK USING ADAPTIVE INFORMANT FACTOR...
PERFORMANCE ANALYSIS OF WIRELESS MESH NETWORK USING ADAPTIVE INFORMANT FACTOR...PERFORMANCE ANALYSIS OF WIRELESS MESH NETWORK USING ADAPTIVE INFORMANT FACTOR...
PERFORMANCE ANALYSIS OF WIRELESS MESH NETWORK USING ADAPTIVE INFORMANT FACTOR...
 
band width ppt
band width pptband width ppt
band width ppt
 
Cooperative load balancing and dynamic channel allocation for cluster based m...
Cooperative load balancing and dynamic channel allocation for cluster based m...Cooperative load balancing and dynamic channel allocation for cluster based m...
Cooperative load balancing and dynamic channel allocation for cluster based m...
 
Experimental evaluation of scalability and reliability of a feedback based up...
Experimental evaluation of scalability and reliability of a feedback based up...Experimental evaluation of scalability and reliability of a feedback based up...
Experimental evaluation of scalability and reliability of a feedback based up...
 
CONVEX OPTIMIZATION BASED CONGESTION CONTROL IN LAYERED SATELLITE NETWORKS
CONVEX OPTIMIZATION BASED CONGESTION CONTROL IN LAYERED SATELLITE NETWORKSCONVEX OPTIMIZATION BASED CONGESTION CONTROL IN LAYERED SATELLITE NETWORKS
CONVEX OPTIMIZATION BASED CONGESTION CONTROL IN LAYERED SATELLITE NETWORKS
 
Delay based network utility maximization
Delay based network utility maximizationDelay based network utility maximization
Delay based network utility maximization
 
An automated dynamic offset for network selection in heterogeneous networks
An automated dynamic offset for network selection in heterogeneous networksAn automated dynamic offset for network selection in heterogeneous networks
An automated dynamic offset for network selection in heterogeneous networks
 

Similar a Resource Allocation Framework Maximizes Aggregate Utility in Wireless Mesh Networks

IEEE 2015 NS2 Projects
IEEE 2015 NS2 ProjectsIEEE 2015 NS2 Projects
IEEE 2015 NS2 ProjectsVijay Karan
 
IEEE 2015 NS2 Projects
IEEE 2015 NS2 ProjectsIEEE 2015 NS2 Projects
IEEE 2015 NS2 ProjectsVijay Karan
 
Modified PREQ in HWMP for Congestion Avoidance in Wireless Mesh Network
Modified PREQ in HWMP for Congestion Avoidance in Wireless Mesh NetworkModified PREQ in HWMP for Congestion Avoidance in Wireless Mesh Network
Modified PREQ in HWMP for Congestion Avoidance in Wireless Mesh NetworkIRJET Journal
 
cost effective resource allocation of overlay routing relay nodes
cost effective resource allocation of overlay routing relay nodescost effective resource allocation of overlay routing relay nodes
cost effective resource allocation of overlay routing relay nodesswathi78
 
Final Year Project IEEE 2015
Final Year Project IEEE 2015Final Year Project IEEE 2015
Final Year Project IEEE 2015TTA_TNagar
 
Final Year IEEE Project Titles 2015
Final Year IEEE Project Titles 2015Final Year IEEE Project Titles 2015
Final Year IEEE Project Titles 2015TTA_TNagar
 
A novel routing technique for mobile ad hoc networks (manet)
A novel routing technique for mobile ad hoc networks (manet)A novel routing technique for mobile ad hoc networks (manet)
A novel routing technique for mobile ad hoc networks (manet)ijngnjournal
 
Dynamic Traffic Management Services to Provide High Performance in IntelRate ...
Dynamic Traffic Management Services to Provide High Performance in IntelRate ...Dynamic Traffic Management Services to Provide High Performance in IntelRate ...
Dynamic Traffic Management Services to Provide High Performance in IntelRate ...IJMER
 
Enhancement of qos in multihop wireless networks by delivering cbr using lb a...
Enhancement of qos in multihop wireless networks by delivering cbr using lb a...Enhancement of qos in multihop wireless networks by delivering cbr using lb a...
Enhancement of qos in multihop wireless networks by delivering cbr using lb a...eSAT Journals
 
Enhancement of qos in multihop wireless networks by delivering cbr using lb a...
Enhancement of qos in multihop wireless networks by delivering cbr using lb a...Enhancement of qos in multihop wireless networks by delivering cbr using lb a...
Enhancement of qos in multihop wireless networks by delivering cbr using lb a...eSAT Publishing House
 
Dynamic Traffic Management Services to Provide High Performance in IntelRate ...
Dynamic Traffic Management Services to Provide High Performance in IntelRate ...Dynamic Traffic Management Services to Provide High Performance in IntelRate ...
Dynamic Traffic Management Services to Provide High Performance in IntelRate ...IJMER
 
A way of managing data center networks
A way of managing data center networksA way of managing data center networks
A way of managing data center networksIOSR Journals
 
Call Admission Control Scheme With Multimedia Scheduling Service in WiMAX Net...
Call Admission Control Scheme With Multimedia Scheduling Service in WiMAX Net...Call Admission Control Scheme With Multimedia Scheduling Service in WiMAX Net...
Call Admission Control Scheme With Multimedia Scheduling Service in WiMAX Net...Waqas Tariq
 
Traffic-aware adaptive server load balancing for softwaredefined networks
Traffic-aware adaptive server load balancing for softwaredefined networks Traffic-aware adaptive server load balancing for softwaredefined networks
Traffic-aware adaptive server load balancing for softwaredefined networks IJECEIAES
 
Iisrt komathi krishna (networks)
Iisrt komathi krishna (networks)Iisrt komathi krishna (networks)
Iisrt komathi krishna (networks)IISRT
 
Analysis of Rate Based Congestion Control Algorithms in Wireless Technologies
Analysis of Rate Based Congestion Control Algorithms in Wireless TechnologiesAnalysis of Rate Based Congestion Control Algorithms in Wireless Technologies
Analysis of Rate Based Congestion Control Algorithms in Wireless TechnologiesIOSR Journals
 
JPJ1433 Cost-Effective Resource Allocation of Overlay Routing Relay Nodes
JPJ1433 Cost-Effective Resource Allocation of Overlay Routing Relay NodesJPJ1433 Cost-Effective Resource Allocation of Overlay Routing Relay Nodes
JPJ1433 Cost-Effective Resource Allocation of Overlay Routing Relay Nodeschennaijp
 
Bandwidth estimation for ieee 802
Bandwidth estimation for ieee 802Bandwidth estimation for ieee 802
Bandwidth estimation for ieee 802Mumbai Academisc
 

Similar a Resource Allocation Framework Maximizes Aggregate Utility in Wireless Mesh Networks (20)

IEEE 2015 NS2 Projects
IEEE 2015 NS2 ProjectsIEEE 2015 NS2 Projects
IEEE 2015 NS2 Projects
 
IEEE 2015 NS2 Projects
IEEE 2015 NS2 ProjectsIEEE 2015 NS2 Projects
IEEE 2015 NS2 Projects
 
D1102031727
D1102031727D1102031727
D1102031727
 
Modified PREQ in HWMP for Congestion Avoidance in Wireless Mesh Network
Modified PREQ in HWMP for Congestion Avoidance in Wireless Mesh NetworkModified PREQ in HWMP for Congestion Avoidance in Wireless Mesh Network
Modified PREQ in HWMP for Congestion Avoidance in Wireless Mesh Network
 
cost effective resource allocation of overlay routing relay nodes
cost effective resource allocation of overlay routing relay nodescost effective resource allocation of overlay routing relay nodes
cost effective resource allocation of overlay routing relay nodes
 
Final Year Project IEEE 2015
Final Year Project IEEE 2015Final Year Project IEEE 2015
Final Year Project IEEE 2015
 
Final Year IEEE Project Titles 2015
Final Year IEEE Project Titles 2015Final Year IEEE Project Titles 2015
Final Year IEEE Project Titles 2015
 
A novel routing technique for mobile ad hoc networks (manet)
A novel routing technique for mobile ad hoc networks (manet)A novel routing technique for mobile ad hoc networks (manet)
A novel routing technique for mobile ad hoc networks (manet)
 
Dynamic Traffic Management Services to Provide High Performance in IntelRate ...
Dynamic Traffic Management Services to Provide High Performance in IntelRate ...Dynamic Traffic Management Services to Provide High Performance in IntelRate ...
Dynamic Traffic Management Services to Provide High Performance in IntelRate ...
 
Enhancement of qos in multihop wireless networks by delivering cbr using lb a...
Enhancement of qos in multihop wireless networks by delivering cbr using lb a...Enhancement of qos in multihop wireless networks by delivering cbr using lb a...
Enhancement of qos in multihop wireless networks by delivering cbr using lb a...
 
Enhancement of qos in multihop wireless networks by delivering cbr using lb a...
Enhancement of qos in multihop wireless networks by delivering cbr using lb a...Enhancement of qos in multihop wireless networks by delivering cbr using lb a...
Enhancement of qos in multihop wireless networks by delivering cbr using lb a...
 
Dynamic Traffic Management Services to Provide High Performance in IntelRate ...
Dynamic Traffic Management Services to Provide High Performance in IntelRate ...Dynamic Traffic Management Services to Provide High Performance in IntelRate ...
Dynamic Traffic Management Services to Provide High Performance in IntelRate ...
 
A way of managing data center networks
A way of managing data center networksA way of managing data center networks
A way of managing data center networks
 
Call Admission Control Scheme With Multimedia Scheduling Service in WiMAX Net...
Call Admission Control Scheme With Multimedia Scheduling Service in WiMAX Net...Call Admission Control Scheme With Multimedia Scheduling Service in WiMAX Net...
Call Admission Control Scheme With Multimedia Scheduling Service in WiMAX Net...
 
8.conclusion
8.conclusion8.conclusion
8.conclusion
 
Traffic-aware adaptive server load balancing for softwaredefined networks
Traffic-aware adaptive server load balancing for softwaredefined networks Traffic-aware adaptive server load balancing for softwaredefined networks
Traffic-aware adaptive server load balancing for softwaredefined networks
 
Iisrt komathi krishna (networks)
Iisrt komathi krishna (networks)Iisrt komathi krishna (networks)
Iisrt komathi krishna (networks)
 
Analysis of Rate Based Congestion Control Algorithms in Wireless Technologies
Analysis of Rate Based Congestion Control Algorithms in Wireless TechnologiesAnalysis of Rate Based Congestion Control Algorithms in Wireless Technologies
Analysis of Rate Based Congestion Control Algorithms in Wireless Technologies
 
JPJ1433 Cost-Effective Resource Allocation of Overlay Routing Relay Nodes
JPJ1433 Cost-Effective Resource Allocation of Overlay Routing Relay NodesJPJ1433 Cost-Effective Resource Allocation of Overlay Routing Relay Nodes
JPJ1433 Cost-Effective Resource Allocation of Overlay Routing Relay Nodes
 
Bandwidth estimation for ieee 802
Bandwidth estimation for ieee 802Bandwidth estimation for ieee 802
Bandwidth estimation for ieee 802
 

Último

Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptxQ4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptxlancelewisportillo
 
Measures of Position DECILES for ungrouped data
Measures of Position DECILES for ungrouped dataMeasures of Position DECILES for ungrouped data
Measures of Position DECILES for ungrouped dataBabyAnnMotar
 
Transaction Management in Database Management System
Transaction Management in Database Management SystemTransaction Management in Database Management System
Transaction Management in Database Management SystemChristalin Nelson
 
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfGrade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfJemuel Francisco
 
Textual Evidence in Reading and Writing of SHS
Textual Evidence in Reading and Writing of SHSTextual Evidence in Reading and Writing of SHS
Textual Evidence in Reading and Writing of SHSMae Pangan
 
Oppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and FilmOppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and FilmStan Meyer
 
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...DhatriParmar
 
Mental Health Awareness - a toolkit for supporting young minds
Mental Health Awareness - a toolkit for supporting young mindsMental Health Awareness - a toolkit for supporting young minds
Mental Health Awareness - a toolkit for supporting young mindsPooky Knightsmith
 
Expanded definition: technical and operational
Expanded definition: technical and operationalExpanded definition: technical and operational
Expanded definition: technical and operationalssuser3e220a
 
Using Grammatical Signals Suitable to Patterns of Idea Development
Using Grammatical Signals Suitable to Patterns of Idea DevelopmentUsing Grammatical Signals Suitable to Patterns of Idea Development
Using Grammatical Signals Suitable to Patterns of Idea Developmentchesterberbo7
 
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...DhatriParmar
 
Reading and Writing Skills 11 quarter 4 melc 1
Reading and Writing Skills 11 quarter 4 melc 1Reading and Writing Skills 11 quarter 4 melc 1
Reading and Writing Skills 11 quarter 4 melc 1GloryAnnCastre1
 
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxINTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxHumphrey A Beña
 
ClimART Action | eTwinning Project
ClimART Action    |    eTwinning ProjectClimART Action    |    eTwinning Project
ClimART Action | eTwinning Projectjordimapav
 
Q-Factor HISPOL Quiz-6th April 2024, Quiz Club NITW
Q-Factor HISPOL Quiz-6th April 2024, Quiz Club NITWQ-Factor HISPOL Quiz-6th April 2024, Quiz Club NITW
Q-Factor HISPOL Quiz-6th April 2024, Quiz Club NITWQuiz Club NITW
 
ICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfVanessa Camilleri
 
Grade Three -ELLNA-REVIEWER-ENGLISH.pptx
Grade Three -ELLNA-REVIEWER-ENGLISH.pptxGrade Three -ELLNA-REVIEWER-ENGLISH.pptx
Grade Three -ELLNA-REVIEWER-ENGLISH.pptxkarenfajardo43
 

Último (20)

Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptxQ4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
 
Measures of Position DECILES for ungrouped data
Measures of Position DECILES for ungrouped dataMeasures of Position DECILES for ungrouped data
Measures of Position DECILES for ungrouped data
 
Transaction Management in Database Management System
Transaction Management in Database Management SystemTransaction Management in Database Management System
Transaction Management in Database Management System
 
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfGrade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
 
Textual Evidence in Reading and Writing of SHS
Textual Evidence in Reading and Writing of SHSTextual Evidence in Reading and Writing of SHS
Textual Evidence in Reading and Writing of SHS
 
Oppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and FilmOppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and Film
 
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
 
Mental Health Awareness - a toolkit for supporting young minds
Mental Health Awareness - a toolkit for supporting young mindsMental Health Awareness - a toolkit for supporting young minds
Mental Health Awareness - a toolkit for supporting young minds
 
Expanded definition: technical and operational
Expanded definition: technical and operationalExpanded definition: technical and operational
Expanded definition: technical and operational
 
Using Grammatical Signals Suitable to Patterns of Idea Development
Using Grammatical Signals Suitable to Patterns of Idea DevelopmentUsing Grammatical Signals Suitable to Patterns of Idea Development
Using Grammatical Signals Suitable to Patterns of Idea Development
 
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...
 
Reading and Writing Skills 11 quarter 4 melc 1
Reading and Writing Skills 11 quarter 4 melc 1Reading and Writing Skills 11 quarter 4 melc 1
Reading and Writing Skills 11 quarter 4 melc 1
 
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxINTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
 
Faculty Profile prashantha K EEE dept Sri Sairam college of Engineering
Faculty Profile prashantha K EEE dept Sri Sairam college of EngineeringFaculty Profile prashantha K EEE dept Sri Sairam college of Engineering
Faculty Profile prashantha K EEE dept Sri Sairam college of Engineering
 
prashanth updated resume 2024 for Teaching Profession
prashanth updated resume 2024 for Teaching Professionprashanth updated resume 2024 for Teaching Profession
prashanth updated resume 2024 for Teaching Profession
 
ClimART Action | eTwinning Project
ClimART Action    |    eTwinning ProjectClimART Action    |    eTwinning Project
ClimART Action | eTwinning Project
 
Q-Factor HISPOL Quiz-6th April 2024, Quiz Club NITW
Q-Factor HISPOL Quiz-6th April 2024, Quiz Club NITWQ-Factor HISPOL Quiz-6th April 2024, Quiz Club NITW
Q-Factor HISPOL Quiz-6th April 2024, Quiz Club NITW
 
ICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdf
 
Paradigm shift in nursing research by RS MEHTA
Paradigm shift in nursing research by RS MEHTAParadigm shift in nursing research by RS MEHTA
Paradigm shift in nursing research by RS MEHTA
 
Grade Three -ELLNA-REVIEWER-ENGLISH.pptx
Grade Three -ELLNA-REVIEWER-ENGLISH.pptxGrade Three -ELLNA-REVIEWER-ENGLISH.pptx
Grade Three -ELLNA-REVIEWER-ENGLISH.pptx
 

Resource Allocation Framework Maximizes Aggregate Utility in Wireless Mesh Networks

  • 1. Resource Allocation for QoS Support in Wireless Mesh Networks ABSTRACT: Many next generation applications (such as video flows) are likely to have associated minimum data rate requirements in order to ensure satisfactory quality as perceived by end-users. In this paper, we develop a framework to address the problem of maximizing the aggregate utility of traffic flows in a multi-hop wireless network, with constraints imposed both due to self-interference and minimum rate requirements. The parameters that are tuned in order to maximize the utility are (i) transmission powers of individual nodes and (ii) the channels assigned to the different communication links. Our framework is based on using across- decomposition technique that takes both inter-flow interference and self- interference into account. The output of our framework is a schedule that dictates what links are to be activated in each slot and the parameters associated with each of those links. If the minimum rate constraint cannot be satisfied for all of the flows, the framework intelligently rejects a sub-set of the flows and recomputes a schedule for the remaining flows. We also design an admission control module that determines if new flows can be admitted without violating the rate requirements of
  • 2. the existing flows in the network. We provide numerical results to demonstrate the efficacy of our framework. EXISTING SYSTEM: The problem of resource allocation and congestion control in wired networks has received a lot of attention. In their seminal work, Kelly et al. have modeled the problem of flow control as an optimization problem where the objective is to maximize the aggregate utility of elastic traffic sources subject to capacity constraints on the links that compose the network. Inspired by Kelly’s work, there has been follow up work, where TCP congestion control is modeled a convex optimization problem, the objective being the maximization of an aggregate user utility; in these efforts distributed primaldual solutions to the problem are proposed. DISADVANTAGES OF EXISTING SYSTEM: In contrast with wireline networks, the capacity of a wireless link is not dependent on other flows in the network but on other flows that use links on the same channel (and that are close enough) and external interference. The dependencies between flows is regulated by the protocols at both the link and transport layers. However, these prior efforts do not consider the provision of quality-of-service in terms of supporting minimum rates to the flows that share the network. More importantly,
  • 3. the QoS needs to be provided under conditions of self-interference, where the packets of a flow interfere with other packets that belong to the same flow along a multi-hop path. PROPOSED SYSTEM: In this paper, we propose a framework for maximizing the aggregate utility of traffic sources while adhering to the capacity constraints of each link and the minimum rate requirements imposed by each of the sources. The framework takes into account the self-interference of flows and assigns (a) channels (b) transmission power levels and (c) time slots to each link such that the above objective is achieved. It dictates the rates at which each traffic source will send packets such that the minimum rate requirements of all coexisting flows are met. If the minimum rate requirements of all the flows cannot be met, the framework rejects a subset of flows (based on fairness considerations) and recomputes the schedule and allocates resources to each of the remaining flows. ADVANTAGES OF PROPOSED SYSTEM:  The framework maximizes the aggregate utility of flows taking into account constraints that arise due to self-interference (wireless channel imposed constraints) and minimum rate requirements of sources (QoS requirements).
  • 4.  If a solution is not feasible, the framework selectively drops a few of the sources and redistributes the resources among the others in a way that their QoS requirements are met.  The proposed framework readily leads to a simple and effective admission control mechanism.  We demonstrate the efficacy of our approach with numerical results. We also theoretically compute performance bounds with our network, as compared with an optimal strategy. SYSTEM CONFIGURATION:- HARDWARE REQUIREMENTS:-  Processor - Pentium –IV  Speed - 1.1 Ghz  RAM - 256 MB  Hard Disk - 20 GB  Key Board - Standard Windows Keyboard  Mouse - Two or Three Button Mouse
  • 5.  Monitor - SVGA SOFTWARE REQUIREMENTS: • Operating system : - Windows XP. • Coding Language : C#.Net. REFERENCE: Tae-Suk Kim, Yong Yang, Jennifer C. Hou,Fellow, IEEE,and Srikanth V. Krishnamurthy,Fellow, IEEE “Resource Allocation for QoS Support in Wireless Mesh Networks” - IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2013