SlideShare a Scribd company logo
An Approach to Sensor Network Throughput Enhancement by PHY-
Aided MAC
Abstract:
Low power sensor networks with communication enabled by WiFi are
expected to be widely deployed. A major challenge is collecting event-
driven uplink data from a large number of low-power sensors with low
latency. In WiFi, the access point (AP) typically polls nodes individually to
schedule uplink transmission times, resulting in a large latency. In this
paper, we present a physical (PHY)layer-aided medium access control
(MAC) framework to enhance the uplink throughput of sensor data traffic.
In the approach, the acknowledgements from the sensor nodes to the poll
message are parallelized. By detecting the parallel acknowledgement, the
AP knows which nodes have data to send and allocates channel resources
by sending a pull message. This approach is referred to as the probe and
pull MAC (PPMAC) mechanism. Our scheme is based on maximizing the
achievable throughput of PPMACby optimizing the PHY layer
components. More precisely, we investigate the parallel acknowledgement
detector design problem and develop a non-convex optimization
framework that maximizes the PPMACthroughput by optimizing the
parallel acknowledgement detection statistics. Numerical examples
illustrate that PPMACoutperforms the point coordination function (PCF)
and distributed coordination function (DCF) mechanisms, standardized in
IEEE 802.11,in terms of the achievable throughput and the overhead.

More Related Content

What's hot

Me 2015 project_full_list_cs,is,ece,communication and se
Me 2015 project_full_list_cs,is,ece,communication and seMe 2015 project_full_list_cs,is,ece,communication and se
Me 2015 project_full_list_cs,is,ece,communication and se
igeeks1234
 
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
muhammed jassim k
 
On quality of monitoring for multi
On quality of monitoring for multiOn quality of monitoring for multi
On quality of monitoring for multi
Shakas Technologies
 
JPJ1431 top-k Query Result Completeness Verification
JPJ1431   top-k Query Result Completeness VerificationJPJ1431   top-k Query Result Completeness Verification
JPJ1431 top-k Query Result Completeness Verification
chennaijp
 
Topology abstraction service for ip vp ns
Topology abstraction service for ip vp nsTopology abstraction service for ip vp ns
Topology abstraction service for ip vp nsEcway Technologies
 
A holistic approach towards intelligent hotspot prevention in network on-chip...
A holistic approach towards intelligent hotspot prevention in network on-chip...A holistic approach towards intelligent hotspot prevention in network on-chip...
A holistic approach towards intelligent hotspot prevention in network on-chip...
ieeechennai
 
Traffic Profiles and Management for Support of Community Networks
Traffic Profiles and Management for Support of Community NetworksTraffic Profiles and Management for Support of Community Networks
Traffic Profiles and Management for Support of Community NetworksSmartenIT
 
Adaptive congestion control protocol (accp) for wireless sensor networks
Adaptive congestion control protocol (accp) for wireless sensor networksAdaptive congestion control protocol (accp) for wireless sensor networks
Adaptive congestion control protocol (accp) for wireless sensor networks
ijwmn
 
top-k query result completeness verification in tiered sensor networks
top-k query result completeness verification in tiered sensor networkstop-k query result completeness verification in tiered sensor networks
top-k query result completeness verification in tiered sensor networks
swathi78
 
REU2016_XavidRamireez_Poster
REU2016_XavidRamireez_PosterREU2016_XavidRamireez_Poster
REU2016_XavidRamireez_PosterXavid Ramirez
 
Ieee 2014 2015 ns2 project title
Ieee 2014   2015 ns2 project titleIeee 2014   2015 ns2 project title
Ieee 2014 2015 ns2 project title
Harish PG
 
Predictive Data Dissemination in Vanet
Predictive Data Dissemination in VanetPredictive Data Dissemination in Vanet
Predictive Data Dissemination in Vanet
DhruvMarothi
 
Dotnet channel assignment for throughput optimization in multichannel multir...
Dotnet  channel assignment for throughput optimization in multichannel multir...Dotnet  channel assignment for throughput optimization in multichannel multir...
Dotnet channel assignment for throughput optimization in multichannel multir...Ecway Technologies
 

What's hot (13)

Me 2015 project_full_list_cs,is,ece,communication and se
Me 2015 project_full_list_cs,is,ece,communication and seMe 2015 project_full_list_cs,is,ece,communication and se
Me 2015 project_full_list_cs,is,ece,communication and se
 
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
 
On quality of monitoring for multi
On quality of monitoring for multiOn quality of monitoring for multi
On quality of monitoring for multi
 
JPJ1431 top-k Query Result Completeness Verification
JPJ1431   top-k Query Result Completeness VerificationJPJ1431   top-k Query Result Completeness Verification
JPJ1431 top-k Query Result Completeness Verification
 
Topology abstraction service for ip vp ns
Topology abstraction service for ip vp nsTopology abstraction service for ip vp ns
Topology abstraction service for ip vp ns
 
A holistic approach towards intelligent hotspot prevention in network on-chip...
A holistic approach towards intelligent hotspot prevention in network on-chip...A holistic approach towards intelligent hotspot prevention in network on-chip...
A holistic approach towards intelligent hotspot prevention in network on-chip...
 
Traffic Profiles and Management for Support of Community Networks
Traffic Profiles and Management for Support of Community NetworksTraffic Profiles and Management for Support of Community Networks
Traffic Profiles and Management for Support of Community Networks
 
Adaptive congestion control protocol (accp) for wireless sensor networks
Adaptive congestion control protocol (accp) for wireless sensor networksAdaptive congestion control protocol (accp) for wireless sensor networks
Adaptive congestion control protocol (accp) for wireless sensor networks
 
top-k query result completeness verification in tiered sensor networks
top-k query result completeness verification in tiered sensor networkstop-k query result completeness verification in tiered sensor networks
top-k query result completeness verification in tiered sensor networks
 
REU2016_XavidRamireez_Poster
REU2016_XavidRamireez_PosterREU2016_XavidRamireez_Poster
REU2016_XavidRamireez_Poster
 
Ieee 2014 2015 ns2 project title
Ieee 2014   2015 ns2 project titleIeee 2014   2015 ns2 project title
Ieee 2014 2015 ns2 project title
 
Predictive Data Dissemination in Vanet
Predictive Data Dissemination in VanetPredictive Data Dissemination in Vanet
Predictive Data Dissemination in Vanet
 
Dotnet channel assignment for throughput optimization in multichannel multir...
Dotnet  channel assignment for throughput optimization in multichannel multir...Dotnet  channel assignment for throughput optimization in multichannel multir...
Dotnet channel assignment for throughput optimization in multichannel multir...
 

Similar to An approach to sensor network throughput enhancement by phy aided mac

IEEE 2015 NS2 Projects
IEEE 2015 NS2 ProjectsIEEE 2015 NS2 Projects
IEEE 2015 NS2 Projects
Vijay Karan
 
Rc maca receiver-centric mac protocol for event-driven wireless sensor networks
Rc maca receiver-centric mac protocol for event-driven wireless sensor networksRc maca receiver-centric mac protocol for event-driven wireless sensor networks
Rc maca receiver-centric mac protocol for event-driven wireless sensor networks
LogicMindtech Nologies
 
IEEE 2015 NS2 Projects
IEEE 2015 NS2 ProjectsIEEE 2015 NS2 Projects
IEEE 2015 NS2 Projects
Vijay Karan
 
Java successive interference cancellation carving out mac layer opportunities
Java  successive interference cancellation carving out mac layer opportunitiesJava  successive interference cancellation carving out mac layer opportunities
Java successive interference cancellation carving out mac layer opportunitiesecwayerode
 
Congestion Prediction and Adaptive Rate Adjustment Technique for Wireless Sen...
Congestion Prediction and Adaptive Rate Adjustment Technique for Wireless Sen...Congestion Prediction and Adaptive Rate Adjustment Technique for Wireless Sen...
Congestion Prediction and Adaptive Rate Adjustment Technique for Wireless Sen...
IJORCS
 
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
IOSR Journals
 
Online opportunistic routing using Reinforcement learning
Online opportunistic routing using Reinforcement learningOnline opportunistic routing using Reinforcement learning
Online opportunistic routing using Reinforcement learning
Harshal Solao
 
Iisrt komathi krishna (networks)
Iisrt komathi krishna (networks)Iisrt komathi krishna (networks)
Iisrt komathi krishna (networks)
IISRT
 
Maximum Throughput First Access Point Selection Scheme for Multi-Rate Softwar...
Maximum Throughput First Access Point Selection Scheme for Multi-Rate Softwar...Maximum Throughput First Access Point Selection Scheme for Multi-Rate Softwar...
Maximum Throughput First Access Point Selection Scheme for Multi-Rate Softwar...
IJCNCJournal
 
Maximum Throughput First Access Point Selection Scheme for Multi-Rate Softwar...
Maximum Throughput First Access Point Selection Scheme for Multi-Rate Softwar...Maximum Throughput First Access Point Selection Scheme for Multi-Rate Softwar...
Maximum Throughput First Access Point Selection Scheme for Multi-Rate Softwar...
IJCNCJournal
 
Effective Streaming of Clustered Sensor Data in Harsh Environment
Effective Streaming of Clustered Sensor Data in Harsh EnvironmentEffective Streaming of Clustered Sensor Data in Harsh Environment
Effective Streaming of Clustered Sensor Data in Harsh Environment
CSCJournals
 
D1102031727
D1102031727D1102031727
D1102031727
IOSR Journals
 
Cooperation without synchronization practical cooperative relaying for wirele...
Cooperation without synchronization practical cooperative relaying for wirele...Cooperation without synchronization practical cooperative relaying for wirele...
Cooperation without synchronization practical cooperative relaying for wirele...ieeeprojectschennai
 
Ieee acm transactions 2018 on networking topics with abstract for final year ...
Ieee acm transactions 2018 on networking topics with abstract for final year ...Ieee acm transactions 2018 on networking topics with abstract for final year ...
Ieee acm transactions 2018 on networking topics with abstract for final year ...
tsysglobalsolutions
 
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
IRJET Journal
 
An ecn approach to congestion control mechanisms in mobile ad hoc networks
An ecn approach to congestion control mechanisms in mobile ad hoc networksAn ecn approach to congestion control mechanisms in mobile ad hoc networks
An ecn approach to congestion control mechanisms in mobile ad hoc networks
Alexander Decker
 
Tcp
TcpTcp
Cooperative pseudo bayesian backoff
Cooperative pseudo bayesian backoffCooperative pseudo bayesian backoff
Cooperative pseudo bayesian backoff
ieeeprojectschennai
 
rupali published paper
rupali published paperrupali published paper
rupali published paperRoopali Singh
 

Similar to An approach to sensor network throughput enhancement by phy aided mac (20)

IEEE 2015 NS2 Projects
IEEE 2015 NS2 ProjectsIEEE 2015 NS2 Projects
IEEE 2015 NS2 Projects
 
Rc maca receiver-centric mac protocol for event-driven wireless sensor networks
Rc maca receiver-centric mac protocol for event-driven wireless sensor networksRc maca receiver-centric mac protocol for event-driven wireless sensor networks
Rc maca receiver-centric mac protocol for event-driven wireless sensor networks
 
IEEE 2015 NS2 Projects
IEEE 2015 NS2 ProjectsIEEE 2015 NS2 Projects
IEEE 2015 NS2 Projects
 
Java successive interference cancellation carving out mac layer opportunities
Java  successive interference cancellation carving out mac layer opportunitiesJava  successive interference cancellation carving out mac layer opportunities
Java successive interference cancellation carving out mac layer opportunities
 
Congestion Prediction and Adaptive Rate Adjustment Technique for Wireless Sen...
Congestion Prediction and Adaptive Rate Adjustment Technique for Wireless Sen...Congestion Prediction and Adaptive Rate Adjustment Technique for Wireless Sen...
Congestion Prediction and Adaptive Rate Adjustment Technique for Wireless Sen...
 
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
 
Online opportunistic routing using Reinforcement learning
Online opportunistic routing using Reinforcement learningOnline opportunistic routing using Reinforcement learning
Online opportunistic routing using Reinforcement learning
 
Iisrt komathi krishna (networks)
Iisrt komathi krishna (networks)Iisrt komathi krishna (networks)
Iisrt komathi krishna (networks)
 
Maximum Throughput First Access Point Selection Scheme for Multi-Rate Softwar...
Maximum Throughput First Access Point Selection Scheme for Multi-Rate Softwar...Maximum Throughput First Access Point Selection Scheme for Multi-Rate Softwar...
Maximum Throughput First Access Point Selection Scheme for Multi-Rate Softwar...
 
Maximum Throughput First Access Point Selection Scheme for Multi-Rate Softwar...
Maximum Throughput First Access Point Selection Scheme for Multi-Rate Softwar...Maximum Throughput First Access Point Selection Scheme for Multi-Rate Softwar...
Maximum Throughput First Access Point Selection Scheme for Multi-Rate Softwar...
 
Effective Streaming of Clustered Sensor Data in Harsh Environment
Effective Streaming of Clustered Sensor Data in Harsh EnvironmentEffective Streaming of Clustered Sensor Data in Harsh Environment
Effective Streaming of Clustered Sensor Data in Harsh Environment
 
D1102031727
D1102031727D1102031727
D1102031727
 
Cooperation without synchronization practical cooperative relaying for wirele...
Cooperation without synchronization practical cooperative relaying for wirele...Cooperation without synchronization practical cooperative relaying for wirele...
Cooperation without synchronization practical cooperative relaying for wirele...
 
Ieee acm transactions 2018 on networking topics with abstract for final year ...
Ieee acm transactions 2018 on networking topics with abstract for final year ...Ieee acm transactions 2018 on networking topics with abstract for final year ...
Ieee acm transactions 2018 on networking topics with abstract for final year ...
 
iccet2015sp02
iccet2015sp02iccet2015sp02
iccet2015sp02
 
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
 
An ecn approach to congestion control mechanisms in mobile ad hoc networks
An ecn approach to congestion control mechanisms in mobile ad hoc networksAn ecn approach to congestion control mechanisms in mobile ad hoc networks
An ecn approach to congestion control mechanisms in mobile ad hoc networks
 
Tcp
TcpTcp
Tcp
 
Cooperative pseudo bayesian backoff
Cooperative pseudo bayesian backoffCooperative pseudo bayesian backoff
Cooperative pseudo bayesian backoff
 
rupali published paper
rupali published paperrupali published paper
rupali published paper
 

More from ieeeprojectsbangalore

A time efficient approach for detecting errors in big sensor data on cloud
A time efficient approach for detecting errors in big sensor data on cloudA time efficient approach for detecting errors in big sensor data on cloud
A time efficient approach for detecting errors in big sensor data on cloudieeeprojectsbangalore
 
A survey of distributed data aggregation algorithms
A survey of distributed data aggregation algorithmsA survey of distributed data aggregation algorithms
A survey of distributed data aggregation algorithms
ieeeprojectsbangalore
 
A cloud based approach to spectrum monitoring
A cloud based approach to spectrum monitoringA cloud based approach to spectrum monitoring
A cloud based approach to spectrum monitoring
ieeeprojectsbangalore
 
Design of a miniaturized wireless blood pressure sensing interface using capa...
Design of a miniaturized wireless blood pressure sensing interface using capa...Design of a miniaturized wireless blood pressure sensing interface using capa...
Design of a miniaturized wireless blood pressure sensing interface using capa...ieeeprojectsbangalore
 
Design and implementation of dynamic mobile sensor network platform
Design and implementation of dynamic mobile sensor network platformDesign and implementation of dynamic mobile sensor network platform
Design and implementation of dynamic mobile sensor network platformieeeprojectsbangalore
 
Decentralized eigenvalue algorithms for distributed signal detection in wirel...
Decentralized eigenvalue algorithms for distributed signal detection in wirel...Decentralized eigenvalue algorithms for distributed signal detection in wirel...
Decentralized eigenvalue algorithms for distributed signal detection in wirel...ieeeprojectsbangalore
 
Debugging the internet of things the case of wireless sensor networks
Debugging the internet of things the case of wireless sensor networksDebugging the internet of things the case of wireless sensor networks
Debugging the internet of things the case of wireless sensor networksieeeprojectsbangalore
 
Damaging open phase overvoltage disturbance on a shunt-compensated 500-k v li...
Damaging open phase overvoltage disturbance on a shunt-compensated 500-k v li...Damaging open phase overvoltage disturbance on a shunt-compensated 500-k v li...
Damaging open phase overvoltage disturbance on a shunt-compensated 500-k v li...ieeeprojectsbangalore
 
Current status of the ieee 1451 standard based sensor applications
Current status of the ieee 1451 standard based sensor applicationsCurrent status of the ieee 1451 standard based sensor applications
Current status of the ieee 1451 standard based sensor applicationsieeeprojectsbangalore
 
Cross layer design of distributed sensing-estimation with quality feedback— p...
Cross layer design of distributed sensing-estimation with quality feedback— p...Cross layer design of distributed sensing-estimation with quality feedback— p...
Cross layer design of distributed sensing-estimation with quality feedback— p...ieeeprojectsbangalore
 
Cross layer design of distributed sensing-estimation with quality feedback— p...
Cross layer design of distributed sensing-estimation with quality feedback— p...Cross layer design of distributed sensing-estimation with quality feedback— p...
Cross layer design of distributed sensing-estimation with quality feedback— p...ieeeprojectsbangalore
 
Correction to “damaging open phase overvoltage disturbance on a shunt-compens...
Correction to “damaging open phase overvoltage disturbance on a shunt-compens...Correction to “damaging open phase overvoltage disturbance on a shunt-compens...
Correction to “damaging open phase overvoltage disturbance on a shunt-compens...ieeeprojectsbangalore
 
Cooperative localization in ws ns using gaussian mixture modeling distributed...
Cooperative localization in ws ns using gaussian mixture modeling distributed...Cooperative localization in ws ns using gaussian mixture modeling distributed...
Cooperative localization in ws ns using gaussian mixture modeling distributed...ieeeprojectsbangalore
 
Convergence of desynchronization primitives in wireless sensor networks a sto...
Convergence of desynchronization primitives in wireless sensor networks a sto...Convergence of desynchronization primitives in wireless sensor networks a sto...
Convergence of desynchronization primitives in wireless sensor networks a sto...ieeeprojectsbangalore
 
Context aware data processing to enhance quality of measurements in wireless ...
Context aware data processing to enhance quality of measurements in wireless ...Context aware data processing to enhance quality of measurements in wireless ...
Context aware data processing to enhance quality of measurements in wireless ...ieeeprojectsbangalore
 
Consensus based multiple-model bayesian filtering for distributed tracking
Consensus based multiple-model bayesian filtering for distributed trackingConsensus based multiple-model bayesian filtering for distributed tracking
Consensus based multiple-model bayesian filtering for distributed trackingieeeprojectsbangalore
 
Connectivity of cognitive device to-device communications underlying cellular...
Connectivity of cognitive device to-device communications underlying cellular...Connectivity of cognitive device to-device communications underlying cellular...
Connectivity of cognitive device to-device communications underlying cellular...ieeeprojectsbangalore
 
Concept and model of a metamaterial based passive wireless temperature sensor...
Concept and model of a metamaterial based passive wireless temperature sensor...Concept and model of a metamaterial based passive wireless temperature sensor...
Concept and model of a metamaterial based passive wireless temperature sensor...ieeeprojectsbangalore
 
Computing the rate distortion region for the ceo problem with independent sou...
Computing the rate distortion region for the ceo problem with independent sou...Computing the rate distortion region for the ceo problem with independent sou...
Computing the rate distortion region for the ceo problem with independent sou...ieeeprojectsbangalore
 

More from ieeeprojectsbangalore (20)

A time efficient approach for detecting errors in big sensor data on cloud
A time efficient approach for detecting errors in big sensor data on cloudA time efficient approach for detecting errors in big sensor data on cloud
A time efficient approach for detecting errors in big sensor data on cloud
 
A survey of distributed data aggregation algorithms
A survey of distributed data aggregation algorithmsA survey of distributed data aggregation algorithms
A survey of distributed data aggregation algorithms
 
A cloud based approach to spectrum monitoring
A cloud based approach to spectrum monitoringA cloud based approach to spectrum monitoring
A cloud based approach to spectrum monitoring
 
1 news
1 news1 news
1 news
 
Design of a miniaturized wireless blood pressure sensing interface using capa...
Design of a miniaturized wireless blood pressure sensing interface using capa...Design of a miniaturized wireless blood pressure sensing interface using capa...
Design of a miniaturized wireless blood pressure sensing interface using capa...
 
Design and implementation of dynamic mobile sensor network platform
Design and implementation of dynamic mobile sensor network platformDesign and implementation of dynamic mobile sensor network platform
Design and implementation of dynamic mobile sensor network platform
 
Decentralized eigenvalue algorithms for distributed signal detection in wirel...
Decentralized eigenvalue algorithms for distributed signal detection in wirel...Decentralized eigenvalue algorithms for distributed signal detection in wirel...
Decentralized eigenvalue algorithms for distributed signal detection in wirel...
 
Debugging the internet of things the case of wireless sensor networks
Debugging the internet of things the case of wireless sensor networksDebugging the internet of things the case of wireless sensor networks
Debugging the internet of things the case of wireless sensor networks
 
Damaging open phase overvoltage disturbance on a shunt-compensated 500-k v li...
Damaging open phase overvoltage disturbance on a shunt-compensated 500-k v li...Damaging open phase overvoltage disturbance on a shunt-compensated 500-k v li...
Damaging open phase overvoltage disturbance on a shunt-compensated 500-k v li...
 
Current status of the ieee 1451 standard based sensor applications
Current status of the ieee 1451 standard based sensor applicationsCurrent status of the ieee 1451 standard based sensor applications
Current status of the ieee 1451 standard based sensor applications
 
Cross layer design of distributed sensing-estimation with quality feedback— p...
Cross layer design of distributed sensing-estimation with quality feedback— p...Cross layer design of distributed sensing-estimation with quality feedback— p...
Cross layer design of distributed sensing-estimation with quality feedback— p...
 
Cross layer design of distributed sensing-estimation with quality feedback— p...
Cross layer design of distributed sensing-estimation with quality feedback— p...Cross layer design of distributed sensing-estimation with quality feedback— p...
Cross layer design of distributed sensing-estimation with quality feedback— p...
 
Correction to “damaging open phase overvoltage disturbance on a shunt-compens...
Correction to “damaging open phase overvoltage disturbance on a shunt-compens...Correction to “damaging open phase overvoltage disturbance on a shunt-compens...
Correction to “damaging open phase overvoltage disturbance on a shunt-compens...
 
Cooperative localization in ws ns using gaussian mixture modeling distributed...
Cooperative localization in ws ns using gaussian mixture modeling distributed...Cooperative localization in ws ns using gaussian mixture modeling distributed...
Cooperative localization in ws ns using gaussian mixture modeling distributed...
 
Convergence of desynchronization primitives in wireless sensor networks a sto...
Convergence of desynchronization primitives in wireless sensor networks a sto...Convergence of desynchronization primitives in wireless sensor networks a sto...
Convergence of desynchronization primitives in wireless sensor networks a sto...
 
Context aware data processing to enhance quality of measurements in wireless ...
Context aware data processing to enhance quality of measurements in wireless ...Context aware data processing to enhance quality of measurements in wireless ...
Context aware data processing to enhance quality of measurements in wireless ...
 
Consensus based multiple-model bayesian filtering for distributed tracking
Consensus based multiple-model bayesian filtering for distributed trackingConsensus based multiple-model bayesian filtering for distributed tracking
Consensus based multiple-model bayesian filtering for distributed tracking
 
Connectivity of cognitive device to-device communications underlying cellular...
Connectivity of cognitive device to-device communications underlying cellular...Connectivity of cognitive device to-device communications underlying cellular...
Connectivity of cognitive device to-device communications underlying cellular...
 
Concept and model of a metamaterial based passive wireless temperature sensor...
Concept and model of a metamaterial based passive wireless temperature sensor...Concept and model of a metamaterial based passive wireless temperature sensor...
Concept and model of a metamaterial based passive wireless temperature sensor...
 
Computing the rate distortion region for the ceo problem with independent sou...
Computing the rate distortion region for the ceo problem with independent sou...Computing the rate distortion region for the ceo problem with independent sou...
Computing the rate distortion region for the ceo problem with independent sou...
 

Recently uploaded

Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345
beazzy04
 
Polish students' mobility in the Czech Republic
Polish students' mobility in the Czech RepublicPolish students' mobility in the Czech Republic
Polish students' mobility in the Czech Republic
Anna Sz.
 
A Strategic Approach: GenAI in Education
A Strategic Approach: GenAI in EducationA Strategic Approach: GenAI in Education
A Strategic Approach: GenAI in Education
Peter Windle
 
Biological Screening of Herbal Drugs in detailed.
Biological Screening of Herbal Drugs in detailed.Biological Screening of Herbal Drugs in detailed.
Biological Screening of Herbal Drugs in detailed.
Ashokrao Mane college of Pharmacy Peth-Vadgaon
 
Digital Tools and AI for Teaching Learning and Research
Digital Tools and AI for Teaching Learning and ResearchDigital Tools and AI for Teaching Learning and Research
Digital Tools and AI for Teaching Learning and Research
Vikramjit Singh
 
Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46
Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46
Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46
MysoreMuleSoftMeetup
 
Instructions for Submissions thorugh G- Classroom.pptx
Instructions for Submissions thorugh G- Classroom.pptxInstructions for Submissions thorugh G- Classroom.pptx
Instructions for Submissions thorugh G- Classroom.pptx
Jheel Barad
 
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...
Nguyen Thanh Tu Collection
 
Francesca Gottschalk - How can education support child empowerment.pptx
Francesca Gottschalk - How can education support child empowerment.pptxFrancesca Gottschalk - How can education support child empowerment.pptx
Francesca Gottschalk - How can education support child empowerment.pptx
EduSkills OECD
 
Introduction to AI for Nonprofits with Tapp Network
Introduction to AI for Nonprofits with Tapp NetworkIntroduction to AI for Nonprofits with Tapp Network
Introduction to AI for Nonprofits with Tapp Network
TechSoup
 
The Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official PublicationThe Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official Publication
Delapenabediema
 
Adversarial Attention Modeling for Multi-dimensional Emotion Regression.pdf
Adversarial Attention Modeling for Multi-dimensional Emotion Regression.pdfAdversarial Attention Modeling for Multi-dimensional Emotion Regression.pdf
Adversarial Attention Modeling for Multi-dimensional Emotion Regression.pdf
Po-Chuan Chen
 
Guidance_and_Counselling.pdf B.Ed. 4th Semester
Guidance_and_Counselling.pdf B.Ed. 4th SemesterGuidance_and_Counselling.pdf B.Ed. 4th Semester
Guidance_and_Counselling.pdf B.Ed. 4th Semester
Atul Kumar Singh
 
Palestine last event orientationfvgnh .pptx
Palestine last event orientationfvgnh .pptxPalestine last event orientationfvgnh .pptx
Palestine last event orientationfvgnh .pptx
RaedMohamed3
 
CLASS 11 CBSE B.St Project AIDS TO TRADE - INSURANCE
CLASS 11 CBSE B.St Project AIDS TO TRADE - INSURANCECLASS 11 CBSE B.St Project AIDS TO TRADE - INSURANCE
CLASS 11 CBSE B.St Project AIDS TO TRADE - INSURANCE
BhavyaRajput3
 
TESDA TM1 REVIEWER FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
TESDA TM1 REVIEWER  FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...TESDA TM1 REVIEWER  FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
TESDA TM1 REVIEWER FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
EugeneSaldivar
 
Overview on Edible Vaccine: Pros & Cons with Mechanism
Overview on Edible Vaccine: Pros & Cons with MechanismOverview on Edible Vaccine: Pros & Cons with Mechanism
Overview on Edible Vaccine: Pros & Cons with Mechanism
DeeptiGupta154
 
How libraries can support authors with open access requirements for UKRI fund...
How libraries can support authors with open access requirements for UKRI fund...How libraries can support authors with open access requirements for UKRI fund...
How libraries can support authors with open access requirements for UKRI fund...
Jisc
 
Unit 8 - Information and Communication Technology (Paper I).pdf
Unit 8 - Information and Communication Technology (Paper I).pdfUnit 8 - Information and Communication Technology (Paper I).pdf
Unit 8 - Information and Communication Technology (Paper I).pdf
Thiyagu K
 
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXXPhrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
MIRIAMSALINAS13
 

Recently uploaded (20)

Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345
 
Polish students' mobility in the Czech Republic
Polish students' mobility in the Czech RepublicPolish students' mobility in the Czech Republic
Polish students' mobility in the Czech Republic
 
A Strategic Approach: GenAI in Education
A Strategic Approach: GenAI in EducationA Strategic Approach: GenAI in Education
A Strategic Approach: GenAI in Education
 
Biological Screening of Herbal Drugs in detailed.
Biological Screening of Herbal Drugs in detailed.Biological Screening of Herbal Drugs in detailed.
Biological Screening of Herbal Drugs in detailed.
 
Digital Tools and AI for Teaching Learning and Research
Digital Tools and AI for Teaching Learning and ResearchDigital Tools and AI for Teaching Learning and Research
Digital Tools and AI for Teaching Learning and Research
 
Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46
Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46
Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46
 
Instructions for Submissions thorugh G- Classroom.pptx
Instructions for Submissions thorugh G- Classroom.pptxInstructions for Submissions thorugh G- Classroom.pptx
Instructions for Submissions thorugh G- Classroom.pptx
 
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...
 
Francesca Gottschalk - How can education support child empowerment.pptx
Francesca Gottschalk - How can education support child empowerment.pptxFrancesca Gottschalk - How can education support child empowerment.pptx
Francesca Gottschalk - How can education support child empowerment.pptx
 
Introduction to AI for Nonprofits with Tapp Network
Introduction to AI for Nonprofits with Tapp NetworkIntroduction to AI for Nonprofits with Tapp Network
Introduction to AI for Nonprofits with Tapp Network
 
The Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official PublicationThe Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official Publication
 
Adversarial Attention Modeling for Multi-dimensional Emotion Regression.pdf
Adversarial Attention Modeling for Multi-dimensional Emotion Regression.pdfAdversarial Attention Modeling for Multi-dimensional Emotion Regression.pdf
Adversarial Attention Modeling for Multi-dimensional Emotion Regression.pdf
 
Guidance_and_Counselling.pdf B.Ed. 4th Semester
Guidance_and_Counselling.pdf B.Ed. 4th SemesterGuidance_and_Counselling.pdf B.Ed. 4th Semester
Guidance_and_Counselling.pdf B.Ed. 4th Semester
 
Palestine last event orientationfvgnh .pptx
Palestine last event orientationfvgnh .pptxPalestine last event orientationfvgnh .pptx
Palestine last event orientationfvgnh .pptx
 
CLASS 11 CBSE B.St Project AIDS TO TRADE - INSURANCE
CLASS 11 CBSE B.St Project AIDS TO TRADE - INSURANCECLASS 11 CBSE B.St Project AIDS TO TRADE - INSURANCE
CLASS 11 CBSE B.St Project AIDS TO TRADE - INSURANCE
 
TESDA TM1 REVIEWER FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
TESDA TM1 REVIEWER  FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...TESDA TM1 REVIEWER  FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
TESDA TM1 REVIEWER FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
 
Overview on Edible Vaccine: Pros & Cons with Mechanism
Overview on Edible Vaccine: Pros & Cons with MechanismOverview on Edible Vaccine: Pros & Cons with Mechanism
Overview on Edible Vaccine: Pros & Cons with Mechanism
 
How libraries can support authors with open access requirements for UKRI fund...
How libraries can support authors with open access requirements for UKRI fund...How libraries can support authors with open access requirements for UKRI fund...
How libraries can support authors with open access requirements for UKRI fund...
 
Unit 8 - Information and Communication Technology (Paper I).pdf
Unit 8 - Information and Communication Technology (Paper I).pdfUnit 8 - Information and Communication Technology (Paper I).pdf
Unit 8 - Information and Communication Technology (Paper I).pdf
 
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXXPhrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
 

An approach to sensor network throughput enhancement by phy aided mac

  • 1. An Approach to Sensor Network Throughput Enhancement by PHY- Aided MAC Abstract: Low power sensor networks with communication enabled by WiFi are expected to be widely deployed. A major challenge is collecting event- driven uplink data from a large number of low-power sensors with low latency. In WiFi, the access point (AP) typically polls nodes individually to schedule uplink transmission times, resulting in a large latency. In this paper, we present a physical (PHY)layer-aided medium access control (MAC) framework to enhance the uplink throughput of sensor data traffic. In the approach, the acknowledgements from the sensor nodes to the poll message are parallelized. By detecting the parallel acknowledgement, the AP knows which nodes have data to send and allocates channel resources by sending a pull message. This approach is referred to as the probe and pull MAC (PPMAC) mechanism. Our scheme is based on maximizing the achievable throughput of PPMACby optimizing the PHY layer components. More precisely, we investigate the parallel acknowledgement detector design problem and develop a non-convex optimization framework that maximizes the PPMACthroughput by optimizing the parallel acknowledgement detection statistics. Numerical examples illustrate that PPMACoutperforms the point coordination function (PCF)
  • 2. and distributed coordination function (DCF) mechanisms, standardized in IEEE 802.11,in terms of the achievable throughput and the overhead.