SlideShare a Scribd company logo
Logic Mind Technologies
Vijayangar (Near Maruthi Medicals), Bangalore-40
Ph: 8123668124 // 8123668066
A Tree-Cluster-Based Data-Gathering Algorithm for
Industrial WSNs with a Mobile Sink
Abstract
Wireless sensor networks (WSNs) have been widely applied in various industrial applications,
which involve collecting a massive amount of heterogeneous sensory data. However, most of the
data-gathering strategies for WSNs cannot avoid the hotspot problem in local or whole
deployment area. Hotspot problem affects the network connectivity and decreases the network
lifetime. Hence, we propose a tree-cluster-based data-gathering algorithm (TCBDGA) for WSNs
with a mobile sink. A novel weight-based tree-construction method is introduced. The root nodes
of the constructed trees are defined as rendezvous points (RPs). Additionally, some special nodes
called sub rendezvous points (SRPs) are selected according to their traffic load and hops to root
nodes. RPs and SRPs are viewed as stop points of the mobile sink for data collection, and can be
reselected after a certain period. The simulation and comparison with other algorithms show that
our TCBDGA can significantly balance the load of the whole network, reduce the energy
consumption, alleviate the hotspot problem, and prolong the network lifetime.
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

DOCX
SUBSPACE LEARNING AND IMPUTATION FOR STREAMING BIG DATA MATRICES AND TENSORS
DOCX
Edal an energy efficient, delay-aware, and lifetime-balancing data collection...
DOCX
Graph based transistor network generation
DOCX
A scalable tile based framework for region-merging segmentation
PDF
Gray-Box Models for Performance Assessment of Spark Applications
SUBSPACE LEARNING AND IMPUTATION FOR STREAMING BIG DATA MATRICES AND TENSORS
Edal an energy efficient, delay-aware, and lifetime-balancing data collection...
Graph based transistor network generation
A scalable tile based framework for region-merging segmentation
Gray-Box Models for Performance Assessment of Spark Applications

What's hot (14)

DOCX
A novel area efficient vlsi architecture
PDF
Efficient Duplicate Detection Over Massive Data Sets
DOCX
Crowdsourced trace similarity with smartphones
DOCX
High throughput multistandard transform core supporting mpeg h 264 vc 1 usin...
PDF
Indexing Techniques for Scalable Record Linkage and Deduplication
PPTX
Enabling Real-Time Charging for Smart Grid Infrastructures using In-Memory Da...
PDF
Zühlke Meetup - Mai 2017
PDF
∂u∂u Multi-Tenanted Framework: Distributed Near Duplicate Detection for Big Data
PDF
Binduhasini_S_latest
PPTX
Scalable constrained spectral clustering
PDF
Scalable constrained spectral clustering
PPTX
SE4SG 2013 : Towards a Constraint Based Approach for Self-Healing Smart Grids
A novel area efficient vlsi architecture
Efficient Duplicate Detection Over Massive Data Sets
Crowdsourced trace similarity with smartphones
High throughput multistandard transform core supporting mpeg h 264 vc 1 usin...
Indexing Techniques for Scalable Record Linkage and Deduplication
Enabling Real-Time Charging for Smart Grid Infrastructures using In-Memory Da...
Zühlke Meetup - Mai 2017
∂u∂u Multi-Tenanted Framework: Distributed Near Duplicate Detection for Big Data
Binduhasini_S_latest
Scalable constrained spectral clustering
Scalable constrained spectral clustering
SE4SG 2013 : Towards a Constraint Based Approach for Self-Healing Smart Grids
Ad

Similar to A tree cluster-based data-gathering algorithm for industrial ws ns with a mobile sink (20)

PDF
FUZZY-CLUSTERING BASED DATA GATHERING IN WIRELESS SENSOR NETWORK
PDF
Fuzzy-Clustering Based Data Gathering in Wireless Sensor Network
PPTX
Data acquisition and storage in Wireless Sensor Network
PDF
DATA AGGREGATION IN WIRELESS SENSOR NETWORK BASED ON DYNAMIC FUZZY CLUSTERING
PDF
Data aggregation in wireless sensor network based on dynamic fuzzy clustering
DOCX
V1_I2_2012_Paper5.docx
PDF
Anchor Positioning using Sensor Transmission Range Based Clustering for Mobil...
PDF
Energy efficient chaotic whale optimization technique for data gathering in w...
PPTX
An Efficient Cluster Tree Based Data Collection Scheme for Large Mobile With ...
PDF
A novel energy efficient data gathering algorithm for wireless sensor network...
PDF
Optimizing the Data Collection in Wireless Sensor Network
PDF
Efficient Cluster Based Data Collection Using Mobile Data Collector for Wirel...
DOCX
2014 IEEE JAVA PARALLEL DISTRIBUTED PROJECT Constructing load balanced data a...
DOCX
IEEE 2014 JAVA PARALLEL DISTRIBUTED PROJECTS Constructing load balanced data ...
PDF
Optimal Converge cast Methods for Tree- Based WSNs
PDF
Optimal Coverage Path Planningin a Wireless Sensor Network for Intelligent Tr...
PDF
Optimal Coverage Path Planning in a Wireless Sensor Network for Intelligent T...
DOCX
Towards energy efficient big data gathering
PDF
SYSTEMS USING WIRELESS SENSOR NETWORKS FOR BIG DATA
PDF
Systems using Wireless Sensor Networks for Big Data
FUZZY-CLUSTERING BASED DATA GATHERING IN WIRELESS SENSOR NETWORK
Fuzzy-Clustering Based Data Gathering in Wireless Sensor Network
Data acquisition and storage in Wireless Sensor Network
DATA AGGREGATION IN WIRELESS SENSOR NETWORK BASED ON DYNAMIC FUZZY CLUSTERING
Data aggregation in wireless sensor network based on dynamic fuzzy clustering
V1_I2_2012_Paper5.docx
Anchor Positioning using Sensor Transmission Range Based Clustering for Mobil...
Energy efficient chaotic whale optimization technique for data gathering in w...
An Efficient Cluster Tree Based Data Collection Scheme for Large Mobile With ...
A novel energy efficient data gathering algorithm for wireless sensor network...
Optimizing the Data Collection in Wireless Sensor Network
Efficient Cluster Based Data Collection Using Mobile Data Collector for Wirel...
2014 IEEE JAVA PARALLEL DISTRIBUTED PROJECT Constructing load balanced data a...
IEEE 2014 JAVA PARALLEL DISTRIBUTED PROJECTS Constructing load balanced data ...
Optimal Converge cast Methods for Tree- Based WSNs
Optimal Coverage Path Planningin a Wireless Sensor Network for Intelligent Tr...
Optimal Coverage Path Planning in a Wireless Sensor Network for Intelligent T...
Towards energy efficient big data gathering
SYSTEMS USING WIRELESS SENSOR NETWORKS FOR BIG DATA
Systems using Wireless Sensor Networks for Big Data
Ad

More from LogicMindtech Nologies (20)

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

Recently uploaded (20)

PPTX
CARTOGRAPHY AND GEOINFORMATION VISUALIZATION chapter1 NPTE (2).pptx
PDF
The CXO Playbook 2025 – Future-Ready Strategies for C-Suite Leaders Cerebrai...
PDF
Digital Logic Computer Design lecture notes
PPTX
FINAL REVIEW FOR COPD DIANOSIS FOR PULMONARY DISEASE.pptx
PPTX
web development for engineering and engineering
PDF
PPT on Performance Review to get promotions
PDF
Operating System & Kernel Study Guide-1 - converted.pdf
PPTX
OOP with Java - Java Introduction (Basics)
PPT
CRASH COURSE IN ALTERNATIVE PLUMBING CLASS
PPTX
IOT PPTs Week 10 Lecture Material.pptx of NPTEL Smart Cities contd
PPTX
Geodesy 1.pptx...............................................
PDF
Model Code of Practice - Construction Work - 21102022 .pdf
PDF
July 2025 - Top 10 Read Articles in International Journal of Software Enginee...
PPTX
Lecture Notes Electrical Wiring System Components
PDF
Mohammad Mahdi Farshadian CV - Prospective PhD Student 2026
PPTX
UNIT 4 Total Quality Management .pptx
PPTX
Infosys Presentation by1.Riyan Bagwan 2.Samadhan Naiknavare 3.Gaurav Shinde 4...
PDF
Enhancing Cyber Defense Against Zero-Day Attacks using Ensemble Neural Networks
PPTX
Internet of Things (IOT) - A guide to understanding
PDF
R24 SURVEYING LAB MANUAL for civil enggi
CARTOGRAPHY AND GEOINFORMATION VISUALIZATION chapter1 NPTE (2).pptx
The CXO Playbook 2025 – Future-Ready Strategies for C-Suite Leaders Cerebrai...
Digital Logic Computer Design lecture notes
FINAL REVIEW FOR COPD DIANOSIS FOR PULMONARY DISEASE.pptx
web development for engineering and engineering
PPT on Performance Review to get promotions
Operating System & Kernel Study Guide-1 - converted.pdf
OOP with Java - Java Introduction (Basics)
CRASH COURSE IN ALTERNATIVE PLUMBING CLASS
IOT PPTs Week 10 Lecture Material.pptx of NPTEL Smart Cities contd
Geodesy 1.pptx...............................................
Model Code of Practice - Construction Work - 21102022 .pdf
July 2025 - Top 10 Read Articles in International Journal of Software Enginee...
Lecture Notes Electrical Wiring System Components
Mohammad Mahdi Farshadian CV - Prospective PhD Student 2026
UNIT 4 Total Quality Management .pptx
Infosys Presentation by1.Riyan Bagwan 2.Samadhan Naiknavare 3.Gaurav Shinde 4...
Enhancing Cyber Defense Against Zero-Day Attacks using Ensemble Neural Networks
Internet of Things (IOT) - A guide to understanding
R24 SURVEYING LAB MANUAL for civil enggi

A tree cluster-based data-gathering algorithm for industrial ws ns with a mobile sink

  • 1. Logic Mind Technologies Vijayangar (Near Maruthi Medicals), Bangalore-40 Ph: 8123668124 // 8123668066 A Tree-Cluster-Based Data-Gathering Algorithm for Industrial WSNs with a Mobile Sink Abstract Wireless sensor networks (WSNs) have been widely applied in various industrial applications, which involve collecting a massive amount of heterogeneous sensory data. However, most of the data-gathering strategies for WSNs cannot avoid the hotspot problem in local or whole deployment area. Hotspot problem affects the network connectivity and decreases the network lifetime. Hence, we propose a tree-cluster-based data-gathering algorithm (TCBDGA) for WSNs with a mobile sink. A novel weight-based tree-construction method is introduced. The root nodes of the constructed trees are defined as rendezvous points (RPs). Additionally, some special nodes called sub rendezvous points (SRPs) are selected according to their traffic load and hops to root nodes. RPs and SRPs are viewed as stop points of the mobile sink for data collection, and can be reselected after a certain period. The simulation and comparison with other algorithms show that our TCBDGA can significantly balance the load of the whole network, reduce the energy consumption, alleviate the hotspot problem, and prolong the network lifetime.
  • 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