SlideShare a Scribd company logo
1 of 2
Logic Mind Technologies
Vijayangar (Near Maruthi Medicals), Bangalore-40
Ph: 8123668124 // 8123668066
Autonomous Deployment for Load Balancing
k-Surface Coverage in Sensor Networks
Abstract
Although the problem of k-area coverage has been intensively investigated for dense wireless
sensor networks (WSNs), how to arrive at a k-coverage sensor deployment that optimizes certain
objectives in relatively sparse WSNs still faces both theoretical and practical difficulties.
Moreover, only a handful of centralized algorithms have been proposed to elevate 2-D area
coverage to 3-D surface coverage. In this paper, we present a practical algorithm, i.e., the
Autonomous dePlOyment for LoadbaLancing k-surface cOverage (APOLLO), to move sensor
nodes toward k-surface coverage, aiming at minimizing the maximum sensing range required by
the nodes. APOLLO enables purely autonomous node deployment as it only entails localized
computations. We prove the termination of the algorithm and the (local) optimality of the output.
We also show that our optimization objective is closely related to other frequently considered
objectives for 2-D area coverage. Therefore, our practical algorithm design also contributes to
the theoretical understanding of the 2-D k-area coverage problem. Finally, we use extensive
simulation results to both confirm our theoretical claims and demonstrate the efficiency of
APOLLO.
SYSTEM SPECIFICATION
Software Specification
Operating system : Linux (Ubuntu)
Software : Network Simulator 2.35
Programming languages : Tool Command Language, AWK, C++
Hardware Specification
Main processor : Dual Core
Hard disk capacity : 80GB
Cache memory : 2 GB
PROJECT FLOW:
First Review:
Literature Survey
Paper Explanation
Design of Project
Project Enhancement explanation
Second Review:
Implementing 40% of Base Paper
Third Review
Implementing Remaining 60% of Base Paper with Future Enhancement (Modification)
For More Details please contact
Logic Mind Technologies
Vijayangar (NearMaruthi Medicals), Bangalore-40
Ph: 8123668124 // 8123668066
Mail: logicmindtech@gmail.com

More Related Content

What's hot

A novel fading model for channels with multiple dominant specular components
A novel fading model for channels with multiple dominant specular componentsA novel fading model for channels with multiple dominant specular components
A novel fading model for channels with multiple dominant specular componentsieeeprojectsbangalore
 
JOINT VIRTUAL MIMO AND DATA GATHERING FOR WIRELESS SENSOR NETWORKS
JOINT VIRTUAL MIMO AND DATA GATHERING FOR WIRELESS SENSOR NETWORKSJOINT VIRTUAL MIMO AND DATA GATHERING FOR WIRELESS SENSOR NETWORKS
JOINT VIRTUAL MIMO AND DATA GATHERING FOR WIRELESS SENSOR NETWORKSI3E Technologies
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentIJERD Editor
 
An Efficient Cluster Tree Based Data Collection Scheme for Large Mobile With ...
An Efficient Cluster Tree Based Data Collection Scheme for Large Mobile With ...An Efficient Cluster Tree Based Data Collection Scheme for Large Mobile With ...
An Efficient Cluster Tree Based Data Collection Scheme for Large Mobile With ...kavitha.s kavi
 
Architectures for Optical Networks SLICE
Architectures for Optical Networks SLICEArchitectures for Optical Networks SLICE
Architectures for Optical Networks SLICEWellington Renan Gon
 
MODEL-BASED EDGE DETECTOR FOR SPECTRAL IMAGERY USING SPARSE SPATIOSPECTRAL MASKS
MODEL-BASED EDGE DETECTOR FOR SPECTRAL IMAGERY USING SPARSE SPATIOSPECTRAL MASKSMODEL-BASED EDGE DETECTOR FOR SPECTRAL IMAGERY USING SPARSE SPATIOSPECTRAL MASKS
MODEL-BASED EDGE DETECTOR FOR SPECTRAL IMAGERY USING SPARSE SPATIOSPECTRAL MASKSShakas Technologies
 
MIMO System Performance Evaluation for High Data Rate Wireless Networks usin...
MIMO System Performance Evaluation for High Data Rate  Wireless Networks usin...MIMO System Performance Evaluation for High Data Rate  Wireless Networks usin...
MIMO System Performance Evaluation for High Data Rate Wireless Networks usin...IJMER
 
The International Journal of Engineering and Science (The IJES)
The International Journal of Engineering and Science (The IJES)The International Journal of Engineering and Science (The IJES)
The International Journal of Engineering and Science (The IJES)theijes
 
EU H2020 5G Xhaul Poster
EU H2020 5G Xhaul PosterEU H2020 5G Xhaul Poster
EU H2020 5G Xhaul PosterAndrew Nix
 
Novel design algorithm for low complexity programmable fir filters based on e...
Novel design algorithm for low complexity programmable fir filters based on e...Novel design algorithm for low complexity programmable fir filters based on e...
Novel design algorithm for low complexity programmable fir filters based on e...I3E Technologies
 
EU H2020 5GPPP mmMagic Poster
EU H2020 5GPPP mmMagic Poster EU H2020 5GPPP mmMagic Poster
EU H2020 5GPPP mmMagic Poster Andrew Nix
 
OPAL-RT RT14 Conference: State-Space Nodal
OPAL-RT RT14 Conference: State-Space NodalOPAL-RT RT14 Conference: State-Space Nodal
OPAL-RT RT14 Conference: State-Space NodalOPAL-RT TECHNOLOGIES
 
Location estimation in zig bee network based on fingerprinting
Location estimation in zig bee network based on fingerprintingLocation estimation in zig bee network based on fingerprinting
Location estimation in zig bee network based on fingerprintingHanumesh Palla
 
Dotnet a data fusion technique for wireless ranging performance improvement
Dotnet  a data fusion technique for wireless ranging performance improvementDotnet  a data fusion technique for wireless ranging performance improvement
Dotnet a data fusion technique for wireless ranging performance improvementEcway Technologies
 

What's hot (16)

A novel fading model for channels with multiple dominant specular components
A novel fading model for channels with multiple dominant specular componentsA novel fading model for channels with multiple dominant specular components
A novel fading model for channels with multiple dominant specular components
 
JOINT VIRTUAL MIMO AND DATA GATHERING FOR WIRELESS SENSOR NETWORKS
JOINT VIRTUAL MIMO AND DATA GATHERING FOR WIRELESS SENSOR NETWORKSJOINT VIRTUAL MIMO AND DATA GATHERING FOR WIRELESS SENSOR NETWORKS
JOINT VIRTUAL MIMO AND DATA GATHERING FOR WIRELESS SENSOR NETWORKS
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
An Efficient Cluster Tree Based Data Collection Scheme for Large Mobile With ...
An Efficient Cluster Tree Based Data Collection Scheme for Large Mobile With ...An Efficient Cluster Tree Based Data Collection Scheme for Large Mobile With ...
An Efficient Cluster Tree Based Data Collection Scheme for Large Mobile With ...
 
Indoor Localization Systems
Indoor Localization SystemsIndoor Localization Systems
Indoor Localization Systems
 
Architectures for Optical Networks SLICE
Architectures for Optical Networks SLICEArchitectures for Optical Networks SLICE
Architectures for Optical Networks SLICE
 
MODEL-BASED EDGE DETECTOR FOR SPECTRAL IMAGERY USING SPARSE SPATIOSPECTRAL MASKS
MODEL-BASED EDGE DETECTOR FOR SPECTRAL IMAGERY USING SPARSE SPATIOSPECTRAL MASKSMODEL-BASED EDGE DETECTOR FOR SPECTRAL IMAGERY USING SPARSE SPATIOSPECTRAL MASKS
MODEL-BASED EDGE DETECTOR FOR SPECTRAL IMAGERY USING SPARSE SPATIOSPECTRAL MASKS
 
MIMO System Performance Evaluation for High Data Rate Wireless Networks usin...
MIMO System Performance Evaluation for High Data Rate  Wireless Networks usin...MIMO System Performance Evaluation for High Data Rate  Wireless Networks usin...
MIMO System Performance Evaluation for High Data Rate Wireless Networks usin...
 
The International Journal of Engineering and Science (The IJES)
The International Journal of Engineering and Science (The IJES)The International Journal of Engineering and Science (The IJES)
The International Journal of Engineering and Science (The IJES)
 
20120140506024
2012014050602420120140506024
20120140506024
 
EU H2020 5G Xhaul Poster
EU H2020 5G Xhaul PosterEU H2020 5G Xhaul Poster
EU H2020 5G Xhaul Poster
 
Novel design algorithm for low complexity programmable fir filters based on e...
Novel design algorithm for low complexity programmable fir filters based on e...Novel design algorithm for low complexity programmable fir filters based on e...
Novel design algorithm for low complexity programmable fir filters based on e...
 
EU H2020 5GPPP mmMagic Poster
EU H2020 5GPPP mmMagic Poster EU H2020 5GPPP mmMagic Poster
EU H2020 5GPPP mmMagic Poster
 
OPAL-RT RT14 Conference: State-Space Nodal
OPAL-RT RT14 Conference: State-Space NodalOPAL-RT RT14 Conference: State-Space Nodal
OPAL-RT RT14 Conference: State-Space Nodal
 
Location estimation in zig bee network based on fingerprinting
Location estimation in zig bee network based on fingerprintingLocation estimation in zig bee network based on fingerprinting
Location estimation in zig bee network based on fingerprinting
 
Dotnet a data fusion technique for wireless ranging performance improvement
Dotnet  a data fusion technique for wireless ranging performance improvementDotnet  a data fusion technique for wireless ranging performance improvement
Dotnet a data fusion technique for wireless ranging performance improvement
 

Similar to Autonomous deployment for load balancing k surface coverage in sensor networks

Edal an energy efficient, delay-aware, and lifetime-balancing data collection...
Edal an energy efficient, delay-aware, and lifetime-balancing data collection...Edal an energy efficient, delay-aware, and lifetime-balancing data collection...
Edal an energy efficient, delay-aware, and lifetime-balancing data collection...LogicMindtech Nologies
 
Estimating coverage holes and enhancing coverage in mixed sensor networks or
Estimating coverage holes and enhancing coverage in mixed sensor networks orEstimating coverage holes and enhancing coverage in mixed sensor networks or
Estimating coverage holes and enhancing coverage in mixed sensor networks ormarwaeng
 
IRJET- Load Optimization with Coverage and Connectivity for Wireless Sensor N...
IRJET- Load Optimization with Coverage and Connectivity for Wireless Sensor N...IRJET- Load Optimization with Coverage and Connectivity for Wireless Sensor N...
IRJET- Load Optimization with Coverage and Connectivity for Wireless Sensor N...IRJET Journal
 
Ieee transactions 2018 on wireless communications Title and Abstract
Ieee transactions 2018 on wireless communications Title and AbstractIeee transactions 2018 on wireless communications Title and Abstract
Ieee transactions 2018 on wireless communications Title and Abstracttsysglobalsolutions
 
Ieee transactions 2018 topics on wireless communications for final year stude...
Ieee transactions 2018 topics on wireless communications for final year stude...Ieee transactions 2018 topics on wireless communications for final year stude...
Ieee transactions 2018 topics on wireless communications for final year stude...tsysglobalsolutions
 
AN ENERGY EFFICIENT DISTRIBUTED PROTOCOL FOR ENSURING COVERAGE AND CONNECTIVI...
AN ENERGY EFFICIENT DISTRIBUTED PROTOCOL FOR ENSURING COVERAGE AND CONNECTIVI...AN ENERGY EFFICIENT DISTRIBUTED PROTOCOL FOR ENSURING COVERAGE AND CONNECTIVI...
AN ENERGY EFFICIENT DISTRIBUTED PROTOCOL FOR ENSURING COVERAGE AND CONNECTIVI...ijasuc
 
Congestion Control Clustering a Review Paper
Congestion Control Clustering a Review PaperCongestion Control Clustering a Review Paper
Congestion Control Clustering a Review PaperEditor IJCATR
 
AN EFFICIENT DEPLOYMENT APPROACH FOR IMPROVED COVERAGE IN WIRELESS SENSOR NET...
AN EFFICIENT DEPLOYMENT APPROACH FOR IMPROVED COVERAGE IN WIRELESS SENSOR NET...AN EFFICIENT DEPLOYMENT APPROACH FOR IMPROVED COVERAGE IN WIRELESS SENSOR NET...
AN EFFICIENT DEPLOYMENT APPROACH FOR IMPROVED COVERAGE IN WIRELESS SENSOR NET...csandit
 
A FAST FAULT TOLERANT PARTITIONING ALGORITHM FOR WIRELESS SENSOR NETWORKS
A FAST FAULT TOLERANT PARTITIONING ALGORITHM FOR WIRELESS SENSOR NETWORKS A FAST FAULT TOLERANT PARTITIONING ALGORITHM FOR WIRELESS SENSOR NETWORKS
A FAST FAULT TOLERANT PARTITIONING ALGORITHM FOR WIRELESS SENSOR NETWORKS cscpconf
 
A FAST FAULT TOLERANT PARTITIONING ALGORITHM FOR WIRELESS SENSOR NETWORKS
A FAST FAULT TOLERANT PARTITIONING ALGORITHM FOR WIRELESS SENSOR NETWORKSA FAST FAULT TOLERANT PARTITIONING ALGORITHM FOR WIRELESS SENSOR NETWORKS
A FAST FAULT TOLERANT PARTITIONING ALGORITHM FOR WIRELESS SENSOR NETWORKScsandit
 
Adaptive Sensor Sensing Range to Maximise Lifetime of Wireless Sensor Network
Adaptive Sensor Sensing Range to Maximise Lifetime of Wireless Sensor NetworkAdaptive Sensor Sensing Range to Maximise Lifetime of Wireless Sensor Network
Adaptive Sensor Sensing Range to Maximise Lifetime of Wireless Sensor NetworkIJCNCJournal
 
ADAPTIVE SENSOR SENSING RANGE TO MAXIMISE LIFETIME OF WIRELESS SENSOR NETWORK
ADAPTIVE SENSOR SENSING RANGE TO MAXIMISE LIFETIME OF WIRELESS SENSOR NETWORK ADAPTIVE SENSOR SENSING RANGE TO MAXIMISE LIFETIME OF WIRELESS SENSOR NETWORK
ADAPTIVE SENSOR SENSING RANGE TO MAXIMISE LIFETIME OF WIRELESS SENSOR NETWORK IJCNCJournal
 
2013 2014 ieee projects titles with abstract
2013 2014 ieee projects titles with abstract2013 2014 ieee projects titles with abstract
2013 2014 ieee projects titles with abstractMukundhan Elumalai
 
CBHRP: A Cluster Based Routing Protocol for Wireless Sensor Network
CBHRP: A Cluster Based Routing Protocol for Wireless Sensor NetworkCBHRP: A Cluster Based Routing Protocol for Wireless Sensor Network
CBHRP: A Cluster Based Routing Protocol for Wireless Sensor NetworkCSEIJJournal
 
Java networking 2012 ieee projects @ Seabirds ( Chennai, Bangalore, Hyderabad...
Java networking 2012 ieee projects @ Seabirds ( Chennai, Bangalore, Hyderabad...Java networking 2012 ieee projects @ Seabirds ( Chennai, Bangalore, Hyderabad...
Java networking 2012 ieee projects @ Seabirds ( Chennai, Bangalore, Hyderabad...SBGC
 
AN OPTIMIZED WEIGHT BASED CLUSTERING ALGORITHM IN HETEROGENEOUS WIRELESS SENS...
AN OPTIMIZED WEIGHT BASED CLUSTERING ALGORITHM IN HETEROGENEOUS WIRELESS SENS...AN OPTIMIZED WEIGHT BASED CLUSTERING ALGORITHM IN HETEROGENEOUS WIRELESS SENS...
AN OPTIMIZED WEIGHT BASED CLUSTERING ALGORITHM IN HETEROGENEOUS WIRELESS SENS...cscpconf
 
A_C_RAN_Architecture_for_LTE_Control_Sig.pdf
A_C_RAN_Architecture_for_LTE_Control_Sig.pdfA_C_RAN_Architecture_for_LTE_Control_Sig.pdf
A_C_RAN_Architecture_for_LTE_Control_Sig.pdfsehat maruli
 

Similar to Autonomous deployment for load balancing k surface coverage in sensor networks (20)

Edal an energy efficient, delay-aware, and lifetime-balancing data collection...
Edal an energy efficient, delay-aware, and lifetime-balancing data collection...Edal an energy efficient, delay-aware, and lifetime-balancing data collection...
Edal an energy efficient, delay-aware, and lifetime-balancing data collection...
 
Estimating coverage holes and enhancing coverage in mixed sensor networks or
Estimating coverage holes and enhancing coverage in mixed sensor networks orEstimating coverage holes and enhancing coverage in mixed sensor networks or
Estimating coverage holes and enhancing coverage in mixed sensor networks or
 
C0361011014
C0361011014C0361011014
C0361011014
 
IRJET- Load Optimization with Coverage and Connectivity for Wireless Sensor N...
IRJET- Load Optimization with Coverage and Connectivity for Wireless Sensor N...IRJET- Load Optimization with Coverage and Connectivity for Wireless Sensor N...
IRJET- Load Optimization with Coverage and Connectivity for Wireless Sensor N...
 
Ieee transactions 2018 on wireless communications Title and Abstract
Ieee transactions 2018 on wireless communications Title and AbstractIeee transactions 2018 on wireless communications Title and Abstract
Ieee transactions 2018 on wireless communications Title and Abstract
 
Ieee transactions 2018 topics on wireless communications for final year stude...
Ieee transactions 2018 topics on wireless communications for final year stude...Ieee transactions 2018 topics on wireless communications for final year stude...
Ieee transactions 2018 topics on wireless communications for final year stude...
 
AN ENERGY EFFICIENT DISTRIBUTED PROTOCOL FOR ENSURING COVERAGE AND CONNECTIVI...
AN ENERGY EFFICIENT DISTRIBUTED PROTOCOL FOR ENSURING COVERAGE AND CONNECTIVI...AN ENERGY EFFICIENT DISTRIBUTED PROTOCOL FOR ENSURING COVERAGE AND CONNECTIVI...
AN ENERGY EFFICIENT DISTRIBUTED PROTOCOL FOR ENSURING COVERAGE AND CONNECTIVI...
 
Congestion Control Clustering a Review Paper
Congestion Control Clustering a Review PaperCongestion Control Clustering a Review Paper
Congestion Control Clustering a Review Paper
 
AN EFFICIENT DEPLOYMENT APPROACH FOR IMPROVED COVERAGE IN WIRELESS SENSOR NET...
AN EFFICIENT DEPLOYMENT APPROACH FOR IMPROVED COVERAGE IN WIRELESS SENSOR NET...AN EFFICIENT DEPLOYMENT APPROACH FOR IMPROVED COVERAGE IN WIRELESS SENSOR NET...
AN EFFICIENT DEPLOYMENT APPROACH FOR IMPROVED COVERAGE IN WIRELESS SENSOR NET...
 
A FAST FAULT TOLERANT PARTITIONING ALGORITHM FOR WIRELESS SENSOR NETWORKS
A FAST FAULT TOLERANT PARTITIONING ALGORITHM FOR WIRELESS SENSOR NETWORKS A FAST FAULT TOLERANT PARTITIONING ALGORITHM FOR WIRELESS SENSOR NETWORKS
A FAST FAULT TOLERANT PARTITIONING ALGORITHM FOR WIRELESS SENSOR NETWORKS
 
A FAST FAULT TOLERANT PARTITIONING ALGORITHM FOR WIRELESS SENSOR NETWORKS
A FAST FAULT TOLERANT PARTITIONING ALGORITHM FOR WIRELESS SENSOR NETWORKSA FAST FAULT TOLERANT PARTITIONING ALGORITHM FOR WIRELESS SENSOR NETWORKS
A FAST FAULT TOLERANT PARTITIONING ALGORITHM FOR WIRELESS SENSOR NETWORKS
 
50120130406028 2
50120130406028 250120130406028 2
50120130406028 2
 
Adaptive Sensor Sensing Range to Maximise Lifetime of Wireless Sensor Network
Adaptive Sensor Sensing Range to Maximise Lifetime of Wireless Sensor NetworkAdaptive Sensor Sensing Range to Maximise Lifetime of Wireless Sensor Network
Adaptive Sensor Sensing Range to Maximise Lifetime of Wireless Sensor Network
 
ADAPTIVE SENSOR SENSING RANGE TO MAXIMISE LIFETIME OF WIRELESS SENSOR NETWORK
ADAPTIVE SENSOR SENSING RANGE TO MAXIMISE LIFETIME OF WIRELESS SENSOR NETWORK ADAPTIVE SENSOR SENSING RANGE TO MAXIMISE LIFETIME OF WIRELESS SENSOR NETWORK
ADAPTIVE SENSOR SENSING RANGE TO MAXIMISE LIFETIME OF WIRELESS SENSOR NETWORK
 
72
7272
72
 
2013 2014 ieee projects titles with abstract
2013 2014 ieee projects titles with abstract2013 2014 ieee projects titles with abstract
2013 2014 ieee projects titles with abstract
 
CBHRP: A Cluster Based Routing Protocol for Wireless Sensor Network
CBHRP: A Cluster Based Routing Protocol for Wireless Sensor NetworkCBHRP: A Cluster Based Routing Protocol for Wireless Sensor Network
CBHRP: A Cluster Based Routing Protocol for Wireless Sensor Network
 
Java networking 2012 ieee projects @ Seabirds ( Chennai, Bangalore, Hyderabad...
Java networking 2012 ieee projects @ Seabirds ( Chennai, Bangalore, Hyderabad...Java networking 2012 ieee projects @ Seabirds ( Chennai, Bangalore, Hyderabad...
Java networking 2012 ieee projects @ Seabirds ( Chennai, Bangalore, Hyderabad...
 
AN OPTIMIZED WEIGHT BASED CLUSTERING ALGORITHM IN HETEROGENEOUS WIRELESS SENS...
AN OPTIMIZED WEIGHT BASED CLUSTERING ALGORITHM IN HETEROGENEOUS WIRELESS SENS...AN OPTIMIZED WEIGHT BASED CLUSTERING ALGORITHM IN HETEROGENEOUS WIRELESS SENS...
AN OPTIMIZED WEIGHT BASED CLUSTERING ALGORITHM IN HETEROGENEOUS WIRELESS SENS...
 
A_C_RAN_Architecture_for_LTE_Control_Sig.pdf
A_C_RAN_Architecture_for_LTE_Control_Sig.pdfA_C_RAN_Architecture_for_LTE_Control_Sig.pdf
A_C_RAN_Architecture_for_LTE_Control_Sig.pdf
 

More from LogicMindtech Nologies

Utilizing image scales towards totally training free blind image quality asse...
Utilizing image scales towards totally training free blind image quality asse...Utilizing image scales towards totally training free blind image quality asse...
Utilizing image scales towards totally training free blind image quality asse...LogicMindtech Nologies
 
Thermal imaging as a biometrics approach to facial signature authentication
Thermal imaging as a biometrics approach to facial signature authenticationThermal imaging as a biometrics approach to facial signature authentication
Thermal imaging as a biometrics approach to facial signature authenticationLogicMindtech Nologies
 
Targeting accurate object extraction from an image a comprehensive study of ...
Targeting accurate object extraction from an image  a comprehensive study of ...Targeting accurate object extraction from an image  a comprehensive study of ...
Targeting accurate object extraction from an image a comprehensive study of ...LogicMindtech Nologies
 
Sparse dissimilarity constrained coding for glaucoma screening
Sparse dissimilarity constrained coding for glaucoma screeningSparse dissimilarity constrained coding for glaucoma screening
Sparse dissimilarity constrained coding for glaucoma screeningLogicMindtech Nologies
 
Sar sift a sift like algorithm for sar images
Sar sift  a sift like algorithm for sar imagesSar sift  a sift like algorithm for sar images
Sar sift a sift like algorithm for sar imagesLogicMindtech Nologies
 
On criminalidentificationin color skin images usingskin marks (rppvsm) and fu...
On criminalidentificationin color skin images usingskin marks (rppvsm) and fu...On criminalidentificationin color skin images usingskin marks (rppvsm) and fu...
On criminalidentificationin color skin images usingskin marks (rppvsm) and fu...LogicMindtech Nologies
 
Multi scale two-directional two-dimensional
Multi scale two-directional two-dimensionalMulti scale two-directional two-dimensional
Multi scale two-directional two-dimensionalLogicMindtech Nologies
 
Measuring calorie and nutrition from food image
Measuring calorie and nutrition from food imageMeasuring calorie and nutrition from food image
Measuring calorie and nutrition from food imageLogicMindtech Nologies
 
Lossless and reversible data hiding in encrypted images with public key crypt...
Lossless and reversible data hiding in encrypted images with public key crypt...Lossless and reversible data hiding in encrypted images with public key crypt...
Lossless and reversible data hiding in encrypted images with public key crypt...LogicMindtech Nologies
 
Joint super resolution and denoising from a single depth image
Joint super resolution and denoising from a single depth imageJoint super resolution and denoising from a single depth image
Joint super resolution and denoising from a single depth imageLogicMindtech Nologies
 
Iterative vessel segmentation of fundus images
Iterative vessel segmentation of fundus imagesIterative vessel segmentation of fundus images
Iterative vessel segmentation of fundus imagesLogicMindtech Nologies
 
Influence of color to gray conversion on the performance of document image bi...
Influence of color to gray conversion on the performance of document image bi...Influence of color to gray conversion on the performance of document image bi...
Influence of color to gray conversion on the performance of document image bi...LogicMindtech Nologies
 
Improving pixel based change detection accuracy using an object-based approac...
Improving pixel based change detection accuracy using an object-based approac...Improving pixel based change detection accuracy using an object-based approac...
Improving pixel based change detection accuracy using an object-based approac...LogicMindtech Nologies
 
Image quality assessment for fake biometric detection application to iris f...
Image quality assessment for fake biometric detection  application to iris  f...Image quality assessment for fake biometric detection  application to iris  f...
Image quality assessment for fake biometric detection application to iris f...LogicMindtech Nologies
 
Image forgery detection using adaptive over segmentation and feature point ma...
Image forgery detection using adaptive over segmentation and feature point ma...Image forgery detection using adaptive over segmentation and feature point ma...
Image forgery detection using adaptive over segmentation and feature point ma...LogicMindtech Nologies
 
Haze removal for a single remote sensing image based on deformed haze imaging...
Haze removal for a single remote sensing image based on deformed haze imaging...Haze removal for a single remote sensing image based on deformed haze imaging...
Haze removal for a single remote sensing image based on deformed haze imaging...LogicMindtech Nologies
 
Face recognition by exploiting local gabor
Face recognition by exploiting local gaborFace recognition by exploiting local gabor
Face recognition by exploiting local gaborLogicMindtech Nologies
 
Enhancing color images of extremely low light scenes based on rgb nir images ...
Enhancing color images of extremely low light scenes based on rgb nir images ...Enhancing color images of extremely low light scenes based on rgb nir images ...
Enhancing color images of extremely low light scenes based on rgb nir images ...LogicMindtech Nologies
 

More from LogicMindtech Nologies (20)

Utilizing image scales towards totally training free blind image quality asse...
Utilizing image scales towards totally training free blind image quality asse...Utilizing image scales towards totally training free blind image quality asse...
Utilizing image scales towards totally training free blind image quality asse...
 
Thermal imaging as a biometrics approach to facial signature authentication
Thermal imaging as a biometrics approach to facial signature authenticationThermal imaging as a biometrics approach to facial signature authentication
Thermal imaging as a biometrics approach to facial signature authentication
 
Template ip
Template ipTemplate ip
Template ip
 
Targeting accurate object extraction from an image a comprehensive study of ...
Targeting accurate object extraction from an image  a comprehensive study of ...Targeting accurate object extraction from an image  a comprehensive study of ...
Targeting accurate object extraction from an image a comprehensive study of ...
 
Sparse dissimilarity constrained coding for glaucoma screening
Sparse dissimilarity constrained coding for glaucoma screeningSparse dissimilarity constrained coding for glaucoma screening
Sparse dissimilarity constrained coding for glaucoma screening
 
Sar sift a sift like algorithm for sar images
Sar sift  a sift like algorithm for sar imagesSar sift  a sift like algorithm for sar images
Sar sift a sift like algorithm for sar images
 
Optic disc boundary and vessel origin
Optic disc boundary and vessel originOptic disc boundary and vessel origin
Optic disc boundary and vessel origin
 
On criminalidentificationin color skin images usingskin marks (rppvsm) and fu...
On criminalidentificationin color skin images usingskin marks (rppvsm) and fu...On criminalidentificationin color skin images usingskin marks (rppvsm) and fu...
On criminalidentificationin color skin images usingskin marks (rppvsm) and fu...
 
Multi scale two-directional two-dimensional
Multi scale two-directional two-dimensionalMulti scale two-directional two-dimensional
Multi scale two-directional two-dimensional
 
Measuring calorie and nutrition from food image
Measuring calorie and nutrition from food imageMeasuring calorie and nutrition from food image
Measuring calorie and nutrition from food image
 
Lossless and reversible data hiding in encrypted images with public key crypt...
Lossless and reversible data hiding in encrypted images with public key crypt...Lossless and reversible data hiding in encrypted images with public key crypt...
Lossless and reversible data hiding in encrypted images with public key crypt...
 
Joint super resolution and denoising from a single depth image
Joint super resolution and denoising from a single depth imageJoint super resolution and denoising from a single depth image
Joint super resolution and denoising from a single depth image
 
Iterative vessel segmentation of fundus images
Iterative vessel segmentation of fundus imagesIterative vessel segmentation of fundus images
Iterative vessel segmentation of fundus images
 
Influence of color to gray conversion on the performance of document image bi...
Influence of color to gray conversion on the performance of document image bi...Influence of color to gray conversion on the performance of document image bi...
Influence of color to gray conversion on the performance of document image bi...
 
Improving pixel based change detection accuracy using an object-based approac...
Improving pixel based change detection accuracy using an object-based approac...Improving pixel based change detection accuracy using an object-based approac...
Improving pixel based change detection accuracy using an object-based approac...
 
Image quality assessment for fake biometric detection application to iris f...
Image quality assessment for fake biometric detection  application to iris  f...Image quality assessment for fake biometric detection  application to iris  f...
Image quality assessment for fake biometric detection application to iris f...
 
Image forgery detection using adaptive over segmentation and feature point ma...
Image forgery detection using adaptive over segmentation and feature point ma...Image forgery detection using adaptive over segmentation and feature point ma...
Image forgery detection using adaptive over segmentation and feature point ma...
 
Haze removal for a single remote sensing image based on deformed haze imaging...
Haze removal for a single remote sensing image based on deformed haze imaging...Haze removal for a single remote sensing image based on deformed haze imaging...
Haze removal for a single remote sensing image based on deformed haze imaging...
 
Face recognition by exploiting local gabor
Face recognition by exploiting local gaborFace recognition by exploiting local gabor
Face recognition by exploiting local gabor
 
Enhancing color images of extremely low light scenes based on rgb nir images ...
Enhancing color images of extremely low light scenes based on rgb nir images ...Enhancing color images of extremely low light scenes based on rgb nir images ...
Enhancing color images of extremely low light scenes based on rgb nir images ...
 

Recently uploaded

(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile servicerehmti665
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSKurinjimalarL3
 
High Profile Call Girls Nashik Megha 7001305949 Independent Escort Service Na...
High Profile Call Girls Nashik Megha 7001305949 Independent Escort Service Na...High Profile Call Girls Nashik Megha 7001305949 Independent Escort Service Na...
High Profile Call Girls Nashik Megha 7001305949 Independent Escort Service Na...Call Girls in Nagpur High Profile
 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineeringmalavadedarshan25
 
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...RajaP95
 
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝soniya singh
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130Suhani Kapoor
 
SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )Tsuyoshi Horigome
 
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxJoão Esperancinha
 
Microscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxMicroscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxpurnimasatapathy1234
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024Mark Billinghurst
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxpranjaldaimarysona
 
Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxupamatechverse
 
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...Soham Mondal
 
GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSCAESB
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)Suman Mia
 

Recently uploaded (20)

(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile service
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
 
High Profile Call Girls Nashik Megha 7001305949 Independent Escort Service Na...
High Profile Call Girls Nashik Megha 7001305949 Independent Escort Service Na...High Profile Call Girls Nashik Megha 7001305949 Independent Escort Service Na...
High Profile Call Girls Nashik Megha 7001305949 Independent Escort Service Na...
 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineering
 
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
 
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCRCall Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
 
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
 
SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )
 
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
 
Microscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxMicroscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptx
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptx
 
Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptx
 
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
 
GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentation
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
 
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
 
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
 

Autonomous deployment for load balancing k surface coverage in sensor networks

  • 1. Logic Mind Technologies Vijayangar (Near Maruthi Medicals), Bangalore-40 Ph: 8123668124 // 8123668066 Autonomous Deployment for Load Balancing k-Surface Coverage in Sensor Networks Abstract Although the problem of k-area coverage has been intensively investigated for dense wireless sensor networks (WSNs), how to arrive at a k-coverage sensor deployment that optimizes certain objectives in relatively sparse WSNs still faces both theoretical and practical difficulties. Moreover, only a handful of centralized algorithms have been proposed to elevate 2-D area coverage to 3-D surface coverage. In this paper, we present a practical algorithm, i.e., the Autonomous dePlOyment for LoadbaLancing k-surface cOverage (APOLLO), to move sensor nodes toward k-surface coverage, aiming at minimizing the maximum sensing range required by the nodes. APOLLO enables purely autonomous node deployment as it only entails localized computations. We prove the termination of the algorithm and the (local) optimality of the output. We also show that our optimization objective is closely related to other frequently considered objectives for 2-D area coverage. Therefore, our practical algorithm design also contributes to the theoretical understanding of the 2-D k-area coverage problem. Finally, we use extensive simulation results to both confirm our theoretical claims and demonstrate the efficiency of APOLLO.
  • 2. SYSTEM SPECIFICATION Software Specification Operating system : Linux (Ubuntu) Software : Network Simulator 2.35 Programming languages : Tool Command Language, AWK, C++ Hardware Specification Main processor : Dual Core Hard disk capacity : 80GB Cache memory : 2 GB PROJECT FLOW: First Review: Literature Survey Paper Explanation Design of Project Project Enhancement explanation Second Review: Implementing 40% of Base Paper Third Review Implementing Remaining 60% of Base Paper with Future Enhancement (Modification) For More Details please contact Logic Mind Technologies Vijayangar (NearMaruthi Medicals), Bangalore-40 Ph: 8123668124 // 8123668066 Mail: logicmindtech@gmail.com