Suche senden
Hochladen
IRJET - Energy Efficient Approach for Data Aggregation in IoT
•
0 gefällt mir
•
20 views
IRJET Journal
Folgen
https://www.irjet.net/archives/V8/i1/IRJET-V8I118.pdf
Weniger lesen
Mehr lesen
Ingenieurwesen
Melden
Teilen
Melden
Teilen
1 von 4
Jetzt herunterladen
Downloaden Sie, um offline zu lesen
Empfohlen
IRJET - Design and Simulation of DSTATCOM using Fuzzy Logic Controller
IRJET - Design and Simulation of DSTATCOM using Fuzzy Logic Controller
IRJET Journal
Study of distributed energy resources
Study of distributed energy resources
vivatechijri
IOT BASED POWER GRID MONITORING & CONTROL SYSTEM
IOT BASED POWER GRID MONITORING & CONTROL SYSTEM
vivatechijri
IRJET- A Review on Power Line Carrier Communication (PLCC) Systems
IRJET- A Review on Power Line Carrier Communication (PLCC) Systems
IRJET Journal
Designing of an automated power meter reading
Designing of an automated power meter reading
Manoj Kollam
IRJET- Design of a High Performance IoT QoS Transmission Mechanism and Middle...
IRJET- Design of a High Performance IoT QoS Transmission Mechanism and Middle...
IRJET Journal
Advancement in Smart grid by Embedding a Last meter in a Internet of Things P...
Advancement in Smart grid by Embedding a Last meter in a Internet of Things P...
IRJET Journal
Smart Grid Overvoltage Protection
Smart Grid Overvoltage Protection
Mike Nager
Empfohlen
IRJET - Design and Simulation of DSTATCOM using Fuzzy Logic Controller
IRJET - Design and Simulation of DSTATCOM using Fuzzy Logic Controller
IRJET Journal
Study of distributed energy resources
Study of distributed energy resources
vivatechijri
IOT BASED POWER GRID MONITORING & CONTROL SYSTEM
IOT BASED POWER GRID MONITORING & CONTROL SYSTEM
vivatechijri
IRJET- A Review on Power Line Carrier Communication (PLCC) Systems
IRJET- A Review on Power Line Carrier Communication (PLCC) Systems
IRJET Journal
Designing of an automated power meter reading
Designing of an automated power meter reading
Manoj Kollam
IRJET- Design of a High Performance IoT QoS Transmission Mechanism and Middle...
IRJET- Design of a High Performance IoT QoS Transmission Mechanism and Middle...
IRJET Journal
Advancement in Smart grid by Embedding a Last meter in a Internet of Things P...
Advancement in Smart grid by Embedding a Last meter in a Internet of Things P...
IRJET Journal
Smart Grid Overvoltage Protection
Smart Grid Overvoltage Protection
Mike Nager
IRJET- Fault Detection, Classification and Location using GPS System
IRJET- Fault Detection, Classification and Location using GPS System
IRJET Journal
Design and Implementation of Wireless Sensor Node for WSN for Automatic Meter...
Design and Implementation of Wireless Sensor Node for WSN for Automatic Meter...
paperpublications3
IRJET- Internet of Things (IoT) based Smart Grid
IRJET- Internet of Things (IoT) based Smart Grid
IRJET Journal
Electricity-theft detection in smart grids based on deep learning
Electricity-theft detection in smart grids based on deep learning
journalBEEI
Smart Grid Introduction
Smart Grid Introduction
Nilesh Dhage
IRJET- Power Line Carrier Communication (PLCC) Systems: A Review
IRJET- Power Line Carrier Communication (PLCC) Systems: A Review
IRJET Journal
IRJET-Simulation of Smart Meter Using Proteus software for Smart Grid
IRJET-Simulation of Smart Meter Using Proteus software for Smart Grid
IRJET Journal
SMART GRID DEVELOPMENT IN INDIA - by Mr. S.R. Sethi, Senior Advisor UPES
SMART GRID DEVELOPMENT IN INDIA - by Mr. S.R. Sethi, Senior Advisor UPES
UPES Dehradun
A survey on smart grid technologies and applications
A survey on smart grid technologies and applications
dileep punalur
Cired2011 0405 final
Cired2011 0405 final
Genc Gjergjani
Interoperability framework for data exchange between legacy and advanced mete...
Interoperability framework for data exchange between legacy and advanced mete...
Alexander Decker
Design & Building Smart Energy Meter
Design & Building Smart Energy Meter
Chetan Khatri
S2-R2
S2-R2
Broc Friend
IRJET - Wireless Energy Meter with Home Automation
IRJET - Wireless Energy Meter with Home Automation
IRJET Journal
IRJET- A Smart Monitoring System for Hybrid Energy System using IoT
IRJET- A Smart Monitoring System for Hybrid Energy System using IoT
IRJET Journal
Interoperability framework for data exchange between legacy and advanced mete...
Interoperability framework for data exchange between legacy and advanced mete...
Alexander Decker
Automatic Fault Detection System with IOT Based
Automatic Fault Detection System with IOT Based
YogeshIJTSRD
IRJET-Modeling of ‘Tesla Rooms’ based on Wireless Power Transfer Technology
IRJET-Modeling of ‘Tesla Rooms’ based on Wireless Power Transfer Technology
IRJET Journal
Dynamic lightning protection system
Dynamic lightning protection system
Rahul Goyal
Hardware Design of a Smart Meter
Hardware Design of a Smart Meter
IJERA Editor
IRJET - Development of Cloud System for IoT Applications
IRJET - Development of Cloud System for IoT Applications
IRJET Journal
E-Toll Payment Using Azure Cloud
E-Toll Payment Using Azure Cloud
IRJET Journal
Weitere ähnliche Inhalte
Was ist angesagt?
IRJET- Fault Detection, Classification and Location using GPS System
IRJET- Fault Detection, Classification and Location using GPS System
IRJET Journal
Design and Implementation of Wireless Sensor Node for WSN for Automatic Meter...
Design and Implementation of Wireless Sensor Node for WSN for Automatic Meter...
paperpublications3
IRJET- Internet of Things (IoT) based Smart Grid
IRJET- Internet of Things (IoT) based Smart Grid
IRJET Journal
Electricity-theft detection in smart grids based on deep learning
Electricity-theft detection in smart grids based on deep learning
journalBEEI
Smart Grid Introduction
Smart Grid Introduction
Nilesh Dhage
IRJET- Power Line Carrier Communication (PLCC) Systems: A Review
IRJET- Power Line Carrier Communication (PLCC) Systems: A Review
IRJET Journal
IRJET-Simulation of Smart Meter Using Proteus software for Smart Grid
IRJET-Simulation of Smart Meter Using Proteus software for Smart Grid
IRJET Journal
SMART GRID DEVELOPMENT IN INDIA - by Mr. S.R. Sethi, Senior Advisor UPES
SMART GRID DEVELOPMENT IN INDIA - by Mr. S.R. Sethi, Senior Advisor UPES
UPES Dehradun
A survey on smart grid technologies and applications
A survey on smart grid technologies and applications
dileep punalur
Cired2011 0405 final
Cired2011 0405 final
Genc Gjergjani
Interoperability framework for data exchange between legacy and advanced mete...
Interoperability framework for data exchange between legacy and advanced mete...
Alexander Decker
Design & Building Smart Energy Meter
Design & Building Smart Energy Meter
Chetan Khatri
S2-R2
S2-R2
Broc Friend
IRJET - Wireless Energy Meter with Home Automation
IRJET - Wireless Energy Meter with Home Automation
IRJET Journal
IRJET- A Smart Monitoring System for Hybrid Energy System using IoT
IRJET- A Smart Monitoring System for Hybrid Energy System using IoT
IRJET Journal
Interoperability framework for data exchange between legacy and advanced mete...
Interoperability framework for data exchange between legacy and advanced mete...
Alexander Decker
Automatic Fault Detection System with IOT Based
Automatic Fault Detection System with IOT Based
YogeshIJTSRD
IRJET-Modeling of ‘Tesla Rooms’ based on Wireless Power Transfer Technology
IRJET-Modeling of ‘Tesla Rooms’ based on Wireless Power Transfer Technology
IRJET Journal
Dynamic lightning protection system
Dynamic lightning protection system
Rahul Goyal
Hardware Design of a Smart Meter
Hardware Design of a Smart Meter
IJERA Editor
Was ist angesagt?
(20)
IRJET- Fault Detection, Classification and Location using GPS System
IRJET- Fault Detection, Classification and Location using GPS System
Design and Implementation of Wireless Sensor Node for WSN for Automatic Meter...
Design and Implementation of Wireless Sensor Node for WSN for Automatic Meter...
IRJET- Internet of Things (IoT) based Smart Grid
IRJET- Internet of Things (IoT) based Smart Grid
Electricity-theft detection in smart grids based on deep learning
Electricity-theft detection in smart grids based on deep learning
Smart Grid Introduction
Smart Grid Introduction
IRJET- Power Line Carrier Communication (PLCC) Systems: A Review
IRJET- Power Line Carrier Communication (PLCC) Systems: A Review
IRJET-Simulation of Smart Meter Using Proteus software for Smart Grid
IRJET-Simulation of Smart Meter Using Proteus software for Smart Grid
SMART GRID DEVELOPMENT IN INDIA - by Mr. S.R. Sethi, Senior Advisor UPES
SMART GRID DEVELOPMENT IN INDIA - by Mr. S.R. Sethi, Senior Advisor UPES
A survey on smart grid technologies and applications
A survey on smart grid technologies and applications
Cired2011 0405 final
Cired2011 0405 final
Interoperability framework for data exchange between legacy and advanced mete...
Interoperability framework for data exchange between legacy and advanced mete...
Design & Building Smart Energy Meter
Design & Building Smart Energy Meter
S2-R2
S2-R2
IRJET - Wireless Energy Meter with Home Automation
IRJET - Wireless Energy Meter with Home Automation
IRJET- A Smart Monitoring System for Hybrid Energy System using IoT
IRJET- A Smart Monitoring System for Hybrid Energy System using IoT
Interoperability framework for data exchange between legacy and advanced mete...
Interoperability framework for data exchange between legacy and advanced mete...
Automatic Fault Detection System with IOT Based
Automatic Fault Detection System with IOT Based
IRJET-Modeling of ‘Tesla Rooms’ based on Wireless Power Transfer Technology
IRJET-Modeling of ‘Tesla Rooms’ based on Wireless Power Transfer Technology
Dynamic lightning protection system
Dynamic lightning protection system
Hardware Design of a Smart Meter
Hardware Design of a Smart Meter
Ähnlich wie IRJET - Energy Efficient Approach for Data Aggregation in IoT
IRJET - Development of Cloud System for IoT Applications
IRJET - Development of Cloud System for IoT Applications
IRJET Journal
E-Toll Payment Using Azure Cloud
E-Toll Payment Using Azure Cloud
IRJET Journal
Effect of Mixing and Compaction Temperatures on the Indirect Tensile Strength...
Effect of Mixing and Compaction Temperatures on the Indirect Tensile Strength...
IRJET Journal
IRJET- Energy Efficient Technique to Reduce Energy Consumption in IoT
IRJET- Energy Efficient Technique to Reduce Energy Consumption in IoT
IRJET Journal
Green Computing for Internet of Things: Energy Efficient and Delay-Guaranteed...
Green Computing for Internet of Things: Energy Efficient and Delay-Guaranteed...
IRJET Journal
Sensor Data Aggregation using a Cross Layer Framework for Smart City Applicat...
Sensor Data Aggregation using a Cross Layer Framework for Smart City Applicat...
IRJET Journal
IRJET - IoT based Energy Monitoring System for Energy Conservation
IRJET - IoT based Energy Monitoring System for Energy Conservation
IRJET Journal
IRJET- Exploring the Nuances of Internet of Things in Health Care Assisting S...
IRJET- Exploring the Nuances of Internet of Things in Health Care Assisting S...
IRJET Journal
A Smart Switch to Connect and Disconnect Electrical Devices at Home by using ...
A Smart Switch to Connect and Disconnect Electrical Devices at Home by using ...
IRJET Journal
IRJET-The Internet of Things Applications for Challenges and Related Future T...
IRJET-The Internet of Things Applications for Challenges and Related Future T...
IRJET Journal
Analysis of Energy Management Scheme in Smart City: A Review
Analysis of Energy Management Scheme in Smart City: A Review
ijtsrd
Integration of internet of things with wireless sensor network
Integration of internet of things with wireless sensor network
IJECEIAES
IRJET- IoT based Greenhouse Monitoring using PIC16F877A
IRJET- IoT based Greenhouse Monitoring using PIC16F877A
IRJET Journal
IRJET- Energy Consumption and Monitoring System using IoT
IRJET- Energy Consumption and Monitoring System using IoT
IRJET Journal
IoT & Applications Digital Notes.pdf
IoT & Applications Digital Notes.pdf
kanaka vardhini
IoT & Applications Digital Notes.pdf
IoT & Applications Digital Notes.pdf
raja118355
IoT & Applications Digital Notes (1).pdf
IoT & Applications Digital Notes (1).pdf
ssusere169ea1
IoT & Applications Digital Notes.pdf
IoT & Applications Digital Notes.pdf
MaaheenKashish
Robotic Monitoring of Power Systems
Robotic Monitoring of Power Systems
ijtsrd
Iot Based Society Automation Using GTBS Protocol
Iot Based Society Automation Using GTBS Protocol
IRJET Journal
Ähnlich wie IRJET - Energy Efficient Approach for Data Aggregation in IoT
(20)
IRJET - Development of Cloud System for IoT Applications
IRJET - Development of Cloud System for IoT Applications
E-Toll Payment Using Azure Cloud
E-Toll Payment Using Azure Cloud
Effect of Mixing and Compaction Temperatures on the Indirect Tensile Strength...
Effect of Mixing and Compaction Temperatures on the Indirect Tensile Strength...
IRJET- Energy Efficient Technique to Reduce Energy Consumption in IoT
IRJET- Energy Efficient Technique to Reduce Energy Consumption in IoT
Green Computing for Internet of Things: Energy Efficient and Delay-Guaranteed...
Green Computing for Internet of Things: Energy Efficient and Delay-Guaranteed...
Sensor Data Aggregation using a Cross Layer Framework for Smart City Applicat...
Sensor Data Aggregation using a Cross Layer Framework for Smart City Applicat...
IRJET - IoT based Energy Monitoring System for Energy Conservation
IRJET - IoT based Energy Monitoring System for Energy Conservation
IRJET- Exploring the Nuances of Internet of Things in Health Care Assisting S...
IRJET- Exploring the Nuances of Internet of Things in Health Care Assisting S...
A Smart Switch to Connect and Disconnect Electrical Devices at Home by using ...
A Smart Switch to Connect and Disconnect Electrical Devices at Home by using ...
IRJET-The Internet of Things Applications for Challenges and Related Future T...
IRJET-The Internet of Things Applications for Challenges and Related Future T...
Analysis of Energy Management Scheme in Smart City: A Review
Analysis of Energy Management Scheme in Smart City: A Review
Integration of internet of things with wireless sensor network
Integration of internet of things with wireless sensor network
IRJET- IoT based Greenhouse Monitoring using PIC16F877A
IRJET- IoT based Greenhouse Monitoring using PIC16F877A
IRJET- Energy Consumption and Monitoring System using IoT
IRJET- Energy Consumption and Monitoring System using IoT
IoT & Applications Digital Notes.pdf
IoT & Applications Digital Notes.pdf
IoT & Applications Digital Notes.pdf
IoT & Applications Digital Notes.pdf
IoT & Applications Digital Notes (1).pdf
IoT & Applications Digital Notes (1).pdf
IoT & Applications Digital Notes.pdf
IoT & Applications Digital Notes.pdf
Robotic Monitoring of Power Systems
Robotic Monitoring of Power Systems
Iot Based Society Automation Using GTBS Protocol
Iot Based Society Automation Using GTBS Protocol
Mehr von IRJET Journal
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
IRJET Journal
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
IRJET Journal
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
IRJET Journal
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
IRJET Journal
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
IRJET Journal
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
IRJET Journal
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
IRJET Journal
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
IRJET Journal
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
IRJET Journal
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
IRJET Journal
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
IRJET Journal
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
IRJET Journal
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
IRJET Journal
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
IRJET Journal
React based fullstack edtech web application
React based fullstack edtech web application
IRJET Journal
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
IRJET Journal
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
IRJET Journal
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
IRJET Journal
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
IRJET Journal
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
IRJET Journal
Mehr von IRJET Journal
(20)
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
React based fullstack edtech web application
React based fullstack edtech web application
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Kürzlich hochgeladen
complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...
asadnawaz62
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024
Mark Billinghurst
Research Methodology for Engineering pdf
Research Methodology for Engineering pdf
CaalaaAbdulkerim
US Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of Action
Mebane Rash
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Dr.Costas Sachpazis
UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)
UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)
Dr SOUNDIRARAJ N
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
9953056974 Low Rate Call Girls In Saket, Delhi NCR
Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...
VICTOR MAESTRE RAMIREZ
National Level Hackathon Participation Certificate.pdf
National Level Hackathon Participation Certificate.pdf
RajuKanojiya4
NO1 Certified Black Magic Specialist Expert Amil baba in Uae Dubai Abu Dhabi ...
NO1 Certified Black Magic Specialist Expert Amil baba in Uae Dubai Abu Dhabi ...
Amil Baba Dawood bangali
Earthing details of Electrical Substation
Earthing details of Electrical Substation
stephanwindworld
Risk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdf
ROCENODodongVILLACER
young call girls in Green Park🔝 9953056974 🔝 escort Service
young call girls in Green Park🔝 9953056974 🔝 escort Service
9953056974 Low Rate Call Girls In Saket, Delhi NCR
THE SENDAI FRAMEWORK FOR DISASTER RISK REDUCTION
THE SENDAI FRAMEWORK FOR DISASTER RISK REDUCTION
jhunlian
welding defects observed during the welding
welding defects observed during the welding
MuhammadUzairLiaqat
CCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdf
CCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdf
Asst.prof M.Gokilavani
Indian Dairy Industry Present Status and.ppt
Indian Dairy Industry Present Status and.ppt
Madan Karki
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
9953056974 Low Rate Call Girls In Saket, Delhi NCR
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
saravananr517913
Design and analysis of solar grass cutter.pdf
Design and analysis of solar grass cutter.pdf
Tagore Institute of Engineering And Technology
Kürzlich hochgeladen
(20)
complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024
Research Methodology for Engineering pdf
Research Methodology for Engineering pdf
US Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of Action
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)
UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...
National Level Hackathon Participation Certificate.pdf
National Level Hackathon Participation Certificate.pdf
NO1 Certified Black Magic Specialist Expert Amil baba in Uae Dubai Abu Dhabi ...
NO1 Certified Black Magic Specialist Expert Amil baba in Uae Dubai Abu Dhabi ...
Earthing details of Electrical Substation
Earthing details of Electrical Substation
Risk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdf
young call girls in Green Park🔝 9953056974 🔝 escort Service
young call girls in Green Park🔝 9953056974 🔝 escort Service
THE SENDAI FRAMEWORK FOR DISASTER RISK REDUCTION
THE SENDAI FRAMEWORK FOR DISASTER RISK REDUCTION
welding defects observed during the welding
welding defects observed during the welding
CCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdf
CCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdf
Indian Dairy Industry Present Status and.ppt
Indian Dairy Industry Present Status and.ppt
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
Design and analysis of solar grass cutter.pdf
Design and analysis of solar grass cutter.pdf
IRJET - Energy Efficient Approach for Data Aggregation in IoT
1.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 08 Issue: 01 | Jan 2021 www.irjet.net p-ISSN: 2395-0072 © 2021, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 91 ENERGY EFFICIENT APPROACH FOR DATA AGGREGATION IN IOT Amrit Pal Kaur1, Naveen Dhillon2 1M.Tech Scholar in R.I.E.T, Phagwara 2Principal in R.I.E.T, Phagwara ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract - With the emergence of Internet of Thing (IoT), a gigantic rise has been seen in smart applications. IoT is going to be ubiquitous in the near future. Billions of sensors will be installed for the implementation of IoT applications which will generate a massive amount of data. Such massive amount of sensors, data and devices would cost huge amount of money. In addition to the installation cost, energy consumption by the IoT devices emerges as a prominent area of concern. Although IoT applications in themselves are considered to be very energy efficient, however their own energy consumption ratio is very high. Energy efficiency of IoT would make it the long term technology in the upcoming years. Due to small size of the sensor nodes, the energy consumption is the major issue of the network. The LEACH is the energy efficient protocol which can divide whole network into fixed size clusters. In each cluster, cluster heads are selected which can transmit data to base station. The cluster heads are selected in network based on the energy of each node and distance from sensor node to base station. The energy of the sensor node is dissipated wheneachnodereceive or transmit data to base station. Intheproposedapproach, the cache nodes are deployed between the cluster head and base station. The cluster heads will transmit the data to nearest gateway node and then gateway send data to thebasestation. The simulation of the proposed technique is done in NS2 and results are compared with the existing approach in terms of certain parameters. It is analyzed that proposed technique performs well as compared to existing technique. Key Words: IoT, LEACH, NS2. 1. INTRODUCTION The Internet of Things (IoT) is an emerging paradigm that enables the communication between electronic devices and sensors through the internet in order to facilitate our lives. IoT use smart devices and internet to provide innovative solutions to various challenges and issues related to various business, governmental andpublic/privateindustriesacross the world [1]. IoT is progressively becoming an important aspect of our life that can be sensed everywhere around us. In whole, IoT is an innovation that puts together extensive variety of smart systems, frameworks andintelligentdevices and sensors. Energy consumption by IoT devices is one of the challenges related to environmental impact. Energy consumption is increasing at a high rate due to internet enabledservicesand edge cutting devices. Moreover, it takes advantage of quantum and nanotechnology in terms of storage, sensing and processing speed which were not conceivable beforehand [2]. Extensive research studies have been done and available in terms of scientific articles, press reports both on internet and in the form of printed materials to illustrate the potential effectiveness and applicability of IoT transformations. The IoT application may range from a simple monitoring application such as gauging the temperature in a building, to a complex application such as providing complete energy automation of a campus. IoT communications may be required offline, where information is exchanged every day or on demand, or online allowing for real-time control. Building control applications can provide efficient useofthe energy in a building while insuring comfort to building occupants [3]. IoT stands for internet of things which is termed by the of the Radio Frequency Identification (RFID) development community in 1999. The applicationoftheIoTiswidelyused in many applications due to large growth of mobile devices, embedded and omnipresent communication, cloud computing and data analytics. Large numbers of devices are connected over public or private InternetProtocol networks with the help of billions of objects can sense, communicate and share information [4]. The data collected by these interconnected devices continuously, after which it is analyzed to perform action in order to provide a wealth of intelligence for planning, management and decisionmaking. Internet of Things in the upcoming years will be widely utilized in almost every application. The IoT applications provide Internet and various advance software and communication services. Here, the objects can be connected to each other or to the things and can access the media present [5]. 2. APPLICATIONS 2.1 Smart city, transport and vehicles: IoT is transforming the traditional civil structure of the society into high tech structure with the concept of smart city, smart home and smart vehicles and transport. Rapid improvements are being done with the help of supporting technologies such as machine learning, natural language processing to understand the need and use of technology at home [58]. Various technologies such as cloud server technology, wirelesssensor networksthatmustbeusedwith IoT servers to provide an efficient smart city. Another important issue is to think about environmental aspect of smart city. Therefore, energy efficient technologies and
2.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 08 Issue: 01 | Jan 2021 www.irjet.net p-ISSN: 2395-0072 © 2021, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 92 Green technologies should also be considered for the design and planning of smart city infrastructure. 2.2 Agriculture and industry automation The world’s growing population is estimated to reach approximate 10 billion by 2050. Agriculture plays an important role in our lives. In order to feed such a massive population, we need to advance the current agriculture approaches. Therefore, there is a need to combine agriculture with technology so that the production can be improved in an efficient way. Greenhouse technology is one of the possible approaches in this direction. It provides a way to control the environmental parameters in order to improve the production. Automationofindustriesisanother advantage of IoT. IoT has been providing game changing solutions for factory digitalization, inventory management, quality control, logistics and supply chain optimization and management. 2.3. Emerging economy, environmental and health-care IoT is completely devoted to provide emerging public and financial benefits anddevelopmenttothesocietyandpeople. This includes a wide range of public facilities i.e. economic development, water quality maintenance, well-being, industrialization. Environmental sustainability is another important concern. IoT developers mustbeconcernedabout environmental impact of the IoT systems and devices to overcome the negative impact. HighlyefficientIoTdevicesto monitor several health issues such as diabetes, obesity or depression. Several issues related to environment, energy and healthcare are considered by several studies. Figure 1: IOT Architecture 3. RESEARCH METHODOLOGY The IoT network is the self-configuring network in which sensor nodes sense information and pass it to base station. Due to decentralized nature of the network, energy consumption, data aggregation and security are three major issues of the networks. This research work is focused on the energy consumption of the wireless sensor networks. The energy consumption is the major issues of the sensor network due to far deployment and small size of the sensor nodes. The hierarchal routing protocol is the energy efficient structure free data aggregation protocol which works in the structural manner. The hierarchal routing protocol works in the three phases, in the first phase base station send the hello message to each node in the network. The node reverts back to base station withtheirlocationand other information. In the second phase, whole network is divided into hierarchal structure based on the network density. In the third phase, the next hop node is selectedbasedon the next node buffer size, residual energy and link strength. In this research work, hierarchal routing protocol will be improved to reduce routing overhead in the network. The energy consumption issues are raised due to small size of the sensor nodes. The clustering is the efficient approach which increase lifetime of the sensor networks. In the clustering approach, the whole network is divided intofixed size clusters. The cluster heads are selected in each cluster and sensor nodes in each cluster will aggregate data to cluster head. The cluster head will transmit data to the base station. To increase lifetime of the sensor network, the optimization is proposed in the LEACH protocol. In the proposed approach, the cache nodes are deployed between thecluster head and base station. The cluster heads will transmit the data to nearest gateway node and then gateway senddata to the base station. The cache aggregate data from the nearest cluster head. The distance between the gateway node and cluster head is calculated using Euclidian distance formula. The following points of flow chart:- 1. The wireless sensor network is deployed with the finite number of sensor nodes and deployed network is divided into fixed size clusters using location based clustering. 2. The cluster head is selected in each clustering using the technique of LEACH protocol in which node which has maximum energy and least distance to the other nodes is selected as the cluster head. 3. The cluster heads aggregate the data to the nearest cache node. The distance between the cluster head andcachenode is calculated with Euclidian distance.
3.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 08 Issue: 01 | Jan 2021 www.irjet.net p-ISSN: 2395-0072 © 2021, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 93 4. This step 3 is repeated until required data get aggregated to base station. 4. EXPERIMENTAL RESULTS The proposed work has been implemented in NS2 and the results have been analyzed against existing technique in terms of packet loss, throughput, and energy consumption. Figure 2: Communication in the network. As shown in figure 2, when the cluster heads get selected in the network on the basis of distance and energy and cluster heads will aggregate data from sensor nodes. The cluster heads can communicate with each other and information will be received at base station. Figure 3: Cluster Head Selection As shown in figure 3, the network is deployed with the finite number of sensor nodes. The whole network is divided into fixed size clusters and in each cluster, cluster head is selected on the basis of distance. Figure 4: Packet loss Comparison As shown in figure 4, the packet loss of existing technique in which LEACH protocol is applied will be compared with the proposed technique in which gateways are applied. It has been analyzed Packet loss is reduced as compared to proposed technique. Figure 5: Energy Consumption Graph As shown in figure 5, the energy consumption of proposed technique is less as compared to existing technique due to the use of gateways in the network.
4.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 08 Issue: 01 | Jan 2021 www.irjet.net p-ISSN: 2395-0072 © 2021, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 94 5. CONCLUSIONS Recent advancements in IoT have drawn attention of researchers and developers worldwide. IoT developers and researchers are working together to extend the technology on large scale and to benefit the society to the highest possible level. The clustering is the efficent approach which divide whole network into fixed size clusters and cluster heads are selected in each cluster. The cluster heads are selected on the basis of diatence and energy. In the IoT network, IoT gateway is considered as the important component. Thesensornode whichhasminimudiatance and maximum energy is selected as the cluster head. In this research work, the LEACH protocol is improved with the gateway node. The gateway node will aggregate data from the cluster head. The cluster head tramsmit data to base station which is static in nature. The simulation of the proposed and existing technique is done in NS2 and it is analyzed that proposed technique perform well in terms of throughput, packet loss and delay. REFERENCES [1]. Dongsik Jo and Gerard Jounghyun Kim, “ARIoT: Scalable Augmented Reality Framework for Interacting withInternet of Things Appliances Everywhere”, IEEE Transactions on Consumer Electronics, Vol. 62, Issue. 3, pp. 334-340, August 2016. [2]. Xinlie Wang, Jianqing Zhang, Eve. M. Schooler, “Performance evaluation of Attribute-Based Encryption: Toward data privacy in the IoT”, Communications (ICC), 2014 IEEE International Conference, vol. 19, issue 3, pp. 56- 88, 2014. [3]. J. Gubbi, R. Buyya, S. Marusic, M. Palaniswami, “Internet of things (IoT): A vision, architectural elements, and future directions,” Elsevier Future Generation Computer System, Vol. 29, issue 4, pp. 23-66, 2013. [4]. Mohamed Abomhara and Geir M. Koien, “Security and Privacy in the Internet of Things : Current Status and Open Issues”, In Privacy and Security in MobileSystems(PRISMS), pages 1–8. IEEE, vol. 7, issue 6, pp. 18-3, 2014. [5]. Ahmad W Atamli and Andrew Martin, “Threat-Based Security Analysis for the Internet of Things”, In Secure Internet of Things (SIoT), vol. 4, issue 1, pages 35–43, 2014. [6]. Luigi Atzori, Antonio Iera, and Giacomo Morabito, “The Internet of Things: A survey”, Computer Networks, vol. 8, issue 6, pp. 18-30, 2010. [7]. Sachin Babar, Parikshit Mahalle,Antonietta Stango, Neeli Prasad, and Ramjee Prasad, “Proposed security model and threat taxonomy for the Internet of Things (IoT)”, In International Conference on Network Security & Applications (CNSA), volume 89, pages 420–429. Springer Berlin Heidelberg, vol. 4, issue 1, pp. 25-30, 2010. [8]. Yogeesh Seralathan, Tae (Tom) Oh , Suyash Jadhav, Jonathan Myers, Jaehoon (Paul) Jeong+, Young Ho Kim and Jeong Neyo Kim, “IoT Security Vulnerability: A Case Study of a Web Camera”, International Conference on Advanced Communications Technology(ICACT), IEEE, vol. 13, issue 9, pp. 16-30, 2018. [9]. Chalee Vorakulpipat, Ekkachan Rattanalerdnusorn, Phithak Thaenkaew, Hoang Dang Hai, “Recent Challenges, Trends, and Concerns Related to IoT Security: An Evolutionary Study”, International Conference on Advanced Communications Technology(ICACT), vol. 7, issue 4, pp. 14- 33, 2018.
Jetzt herunterladen