Implementing Application Layer Algorithms to Improve Energy Efficiency of a Proprietary Wireless Sensor Network Routing Protocol
|
|
- Felix Kelly
- 5 years ago
- Views:
Transcription
1 Implementing Application Layer Algorithms to Improve Energy Efficiency of a Proprietary Wireless Sensor Network Routing Protocol Authors: Vlad Adrian Cealicu, Dr. Abhaya Induruwa
2 A sensor network usually includes: an array of distributed or localized sensors, a network that connects the sensors, a central point of information gathering and a set of computing resources to handle data correlation, event trending, status querying and data mining. In this context the sensing and computation nodes are considered part of the sensor network but in fact some of the computing may be done by the network itself. (Sohrabi, Minoli, Znati, 2007) WSN Definition
3 Recent technological advancements in wireless sensor networks can make a big impact in industry. Abundance of proprietary standards Lack of a standardized protocol that fits all applications Different requirements for specific applications Introduction
4 One of the major challenges when designing an application layer algorithm for wireless sensor networks is scalability and the fact that energy efficiency needs to be taken into account at all levels of the protocol stack. Applications level algorithms that include techniques such as maximum, minimum or average values have been developed for reducing the overall data traffic to save energy
5 Yahya and Ben-Othman (2010) list four major areas that need to be taken into consideration in energy efficient wireless sensor networks: Collisions Overhearing Header control Idle listening could amount to % of the power used for receiving actual packets (Ilyas and Mahgoub, 2004).
6 Three types of routing protocols in wireless sensor networks: Data centric routing protocols Hierarchical routing protocols Location based protocols Literature Review
7 Are not scalable Sensor nodes have to be uniquely identified Topology of the network needs to be stored and updated Provide the functionality and the energy efficiency needed for creation applications Examples of data centric protocols: Sensor Protocols for Information via Negotiation (SPIN ), Directed Diffusion (DD), Rumour Routing (RR), Gradient-Based Routing (GBR), Constrained Anisotropic Diffusion Routing (CADR), Cougar, Active Query Forwarding in Sensor Networks (ACQUIRE). Data centric routing protocols
8 Try to solve the issues of a sink becoming overloaded Suggest creation of clusters Main goal is to manage energy consumption efficiently Create latency within the network Examples: Energy-Adaptive Clustering Hierarchy (LEACH), Threshold-Sensitive Energy-Efficient Sensor Network Protocol (TEEN) and Adaptive TEEEN, Power- Efficient Gathering in Sensor Information Systems (PEGASIS). Hierarchical routing protocols
9 Location information can be used to route data in an energy efficient manner. Examples: Minimum Energy Communication Network (MECN) and Small MECN, Geographic Adaptive Fidelity (GAF), Geographic and Energy Aware Routing (GEAR). Location based protocols
10 Detailed software architecture in Jenie Janie/JenNet Protocol Stack and Demo Application Critical Appraisal
11 Star Network Topology Janie/JenNet Protocol Stack and Demo Application Critical Appraisal
12 The original application had a node sleep time of 100ms: Total power per cycle = (time to wake up * power for wake up) + (time to read the sensor * power for reading the sensor) + (time to perform CCA back-off * power for back off period) + (time for CCA * power for CCA) + (time to transmit data * power for data transmission) + (time in sleep * power for sleep period) The average current charge is / ( ) = / ma(miliamp) = mah. The end node equipped with two AAA Alkaline batteries from the original configuration would run for 2400 mah /1.111 mah 2160 hours 90 days. Janie/JenNet Protocol Stack and Demo Application Critical Appraisal
13 Changed the network topology Tree Janie/JenNet Protocol Stack Application Changes for Energy Efficiency and Precision Agriculture Optimization
14 Among the energy efficient changes that can be applied to the demo system available in the Jennic Evaluation Kit and that are also suitable for precision architecture the author has noted: the need to aggregate data at router level the need for a new architecture that relies on clusters the fact that data should not be sent unless it brings additional information or it is used to inform the router/controller that the node is still alive the need to keep the end nodes in sleep mode for as long as possible. Janie/JenNet JenNet Protocol Stack Application Changes for Energy Efficiency and Precision Agriculture Optimization
15 The new application has an end node sleep time of 10 minutes Total power per cycle = (time to wake up * power for wake up) + (time to read the sensor * power for reading the sensor) + (time to perform CCA back-off * power for back off period) + (time for CCA * power for CCA) + (time to transmit data * power for data transmission) + (time in sleep * power for sleep period) The average current charge is 1262 / ( ) = 1262 / ma = mah. The end node equipped with two AAA Alkaline would run for 2400 mah / mah hours days 130 years. If you take into account that on average the data is sent only once each 3 cycles then, on the two Alkaline batteries the node should run for: 2400 mah / mah = hours = days 136 years. Janie/JenNet JenNet Protocol Stack Application Changes for Energy Efficiency and Precision Agriculture Optimization
16 Agile development focuses mainly on adapting to change and delivering high quality products trough simple work processes.(torgeir Dingsoyr, Tore Dybå, Nils Brede Moe 2010) Implementing a new system always causes unforeseen problems and the best way to deal with these creeping requirements is to applying the agile approach. It has also allowed the authors to easily adapt the software based on partial tests.(williams and Cockburn 2003) Testing: design-implement-test-design-... Agile Development
17 Each part of the application was thoroughly tested before its integration into the project. The project was a small scale application and the compilation of the code was easily done after each new feature implemented. This made testing a lot easier. The test data is not available because it was produced and displayed on the LCD display of the controller node. The main focus was on ensuring the topology is correctly implemented and that the connectivity was present. The application was tested under different weather conditions to ensure that the sensors work correctly. The results of the testes were satisfactory and the application is working as intended. Testing
18 An overview of current protocols developed for wireless sensor network was presented The protocols were critically appraised and energy efficient methods have been discovered and noted An application was developed in accord with the best software engineering practices available. The total calculated power efficiency ratio is (days)/ 90(days) 555. The new system has the end nodes 555 times more energy efficient than the previous system.(the calculations do not take into account the "self discharge" rate of the battery and are based on the Jennie/JenNet manual. ) Conclusions
19 Allowing the Controller node to communicate with a computer. The computer has the necessary resources to store and analyze the data. Further investigation into energy efficient design of software for wireless sensor networks Further investigation into the protocols available for wireless sensor networks A closer analysis of energy efficiency in other domains (Eg. Monitoring of patients in a hospital) Further investigation into the use of RFID in wireless sensor networks Further research in the area of actuators in wireless sensor networks Implementation of the actuator system Implementation of the security algorithm Future Plans
20 Any questions?...
Overview of Sensor Network Routing Protocols. WeeSan Lee 11/1/04
Overview of Sensor Network Routing Protocols WeeSan Lee weesan@cs.ucr.edu 11/1/04 Outline Background Data-centric Protocols Flooding & Gossiping SPIN Directed Diffusion Rumor Routing Hierarchical Protocols
More informationStudy on Wireless Sensor Networks Challenges and Routing Protocols
International Research Journal of Applied and Basic Sciences 2013 Available online at www.irjabs.com ISSN 2251-838X / Vol, 5 (7): 824-828 Science Explorer Publications Study on Wireless Sensor Networks
More informationROUTING ALGORITHMS Part 2: Data centric and hierarchical protocols
ROUTING ALGORITHMS Part 2: Data centric and hierarchical protocols 1 Negative Reinforcement Time out Explicitly degrade the path by re-sending interest with lower data rate. Source Gradient New Data Path
More informationCOMPARISON OF ENERGY EFFICIENT DATA TRANSMISSION APPROACHES FOR FLAT WIRELESS SENSOR NETWORKS
COMPARISON OF ENERGY EFFICIENT DATA TRANSMISSION APPROACHES FOR FLAT WIRELESS SENSOR NETWORKS Saraswati Mishra 1 and Prabhjot Kaur 2 Department of Electrical, Electronics and Communication Engineering,
More informationInternational Journal of Advanced Research in Computer Science and Software Engineering
Volume 2, Issue 9, September 2012 ISSN: 2277 128X International Journal of Advanced Research in Computer Science and Software Engineering Research Paper Available online at: www.ijarcsse.com Comparative
More informationROUTING ALGORITHMS Part 1: Data centric and hierarchical protocols
ROUTING ALGORITHMS Part 1: Data centric and hierarchical protocols 1 Why can t we use conventional routing algorithms here?? A sensor node does not have an identity (address) Content based and data centric
More informationWSN Routing Protocols
WSN Routing Protocols 1 Routing Challenges and Design Issues in WSNs 2 Overview The design of routing protocols in WSNs is influenced by many challenging factors. These factors must be overcome before
More informationRouting Protocols to provide Quality of Service in Wireless Sensor Networks
Routing Protocols to provide Quality of Service in Wireless Sensor Networks Gaurav Patel 1, Prof. Nirav M. Raja 2 PG Student 1, Assistant Professor 2 Department of Information Technology, G. H. Patel College
More informationComparison of TDMA based Routing Protocols for Wireless Sensor Networks-A Survey
Comparison of TDMA based Routing Protocols for Wireless Sensor Networks-A Survey S. Rajesh, Dr. A.N. Jayanthi, J.Mala, K.Senthamarai Sri Ramakrishna Institute of Technology, Coimbatore ABSTRACT One of
More informationAnalysis of Energy Efficient Routing Protocols in Wireless Sensor Networks
Analysis of Energy Efficient Routing Protocols in Wireless Sensor Networks G. Beni (Assistant Professor) Department of Information Technology, C.S.I Institute of Technology, Thovalai, Tamil Nadu, India.
More informationEvent Driven Routing Protocols For Wireless Sensor Networks
Event Driven Routing Protocols For Wireless Sensor Networks Sherif Moussa 1, Ghada Abdel Halim 2, Salah Abdel-Mageid 2 1 Faculty of Engineering, Canadian University Dubai, Dubai, UAE. 2 Faculty of Engineering,
More informationA Low Latency Data Transmission Scheme for Smart Grid Condition Monitoring Applications 28/05/2012
1 A Low Latency Data Transmission Scheme for Smart Grid Condition Monitoring Applications I R F A N S. A L - A N B A G I, M E L I K E E R O L - K A N T A R C I, H U S S E I N T. M O U F T A H U N I V E
More informationISSN: X International Journal of Advanced Research in Electronics and Communication Engineering (IJARECE) Volume 6, Issue 1, January 2017
Energy Efficient Hierarchical Clustering Algorithm for Heterogeneous Wireless Sensor Networks Ritu Department of Electronics and Communication Engineering Guru Nanak Institute of Technology Mullana (Ambala),
More informationA Review on Routing Protocols in Wireless Sensor Networks
A Review on Routing Protocols in Wireless Sensor Networks Heena Singh 1, Monika Agrawal 2, Nidhi Gour 3 1,2,3 : M.Tech Student, Department of CSE,JECRC University Prof. (Dr.) Naveen Hemrajani Head of Department
More informationWireless Sensor Networks
Wireless Sensor Networks School of Computer Science and Technology Beijing University of Posts and Telecommunications Luo, Hong Luoh@bupt.edu.cn Content Introduction to Wireless Sensor networks (WSNs)
More informationA NOVEL DISTRIBUTED PROTOCOL FOR RANDOMLY DEPLOYED CLUSTERED BASED WIRELESS SENSOR NETWORK:
A NOVEL DISTRIBUTED PROTOCOL FOR RANDOMLY DEPLOYED CLUSTERED BASED WIRELESS SENSOR NETWORK: 1 SANJAYA KUMAR PADHI, 2 PRASANT KUMAR PATTNAIK 1 Asstt Prof., Department of ComputerSciene and Engineering,
More informationEnergy Management Issue in Ad Hoc Networks
Wireless Ad Hoc and Sensor Networks - Energy Management Outline Energy Management Issue in ad hoc networks WS 2010/2011 Main Reasons for Energy Management in ad hoc networks Classification of Energy Management
More informationAN EFFICIENT MAC PROTOCOL FOR SUPPORTING QOS IN WIRELESS SENSOR NETWORKS
AN EFFICIENT MAC PROTOCOL FOR SUPPORTING QOS IN WIRELESS SENSOR NETWORKS YINGHUI QIU School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, 102206, China ABSTRACT
More informationCROSS LAYER PROTOCOL (APTEEN) USING WSN FOR REAL TIME APPLICATION
CROSS LAYER PROTOCOL (APTEEN) USING WSN FOR REAL TIME APPLICATION V. A. Dahifale 1, N. Y. Siddiqui 2 PG Student, College of Engineering Kopargaon, Maharashtra, India 1 Assistant Professor, College of Engineering
More informationEvaluation of Power Conservation Algorithms in Industrial Wireless Sensor Networks
Master s Thesis Electrical Engineering October 2012 Evaluation of Power Conservation Algorithms in Industrial Wireless Sensor Networks Naveen Garlapati Mohammed Altaf Ahmed School of Computing Blekinge
More informationEVALUATING AND IMPROVING COLLECTION TREE PROTOCOL MOBILE WIRELESS SENSOR NETWORK. Dixit Sharma. A Thesis Submitted in Partial Fulfillment
EVALUATING AND IMPROVING COLLECTION TREE PROTOCOL IN MOBILE WIRELESS SENSOR NETWORK By Dixit Sharma A Thesis Submitted in Partial Fulfillment Of the Requirements for the Degree of Master of Applied Science
More informationEnergy Management Issue in Ad Hoc Networks
Wireless Ad Hoc and Sensor Networks (Energy Management) Outline Energy Management Issue in ad hoc networks WS 2009/2010 Main Reasons for Energy Management in ad hoc networks Classification of Energy Management
More informationA Review on Routing Protocols For Wireless Sensor Network
A Review on Routing Protocols For Wireless Sensor Network Archana Chauhan 1 Praveen Sharma 2 M-Tech Student 1, Assit. Prof. 2 & Department of CSE & NGF College of Engineering &Technology Palwal, Haryana,
More informationChapter 4: Routing in Wireless Sensor Networks
1 Chapter 4: Routing in Wireless Sensor Networks 4.1 Introduction to Routing in Wireless Sensor Networks Wireless Sensor Networks (WSNs) is a distributed wireless ad-hoc network comprising of a number
More informationSECURED CLUSTERING IN WIRELESS SENSOR NETWORKS SAMIR GOKHALE. Bachelor of Engineering DAVV. Indore, India
SECURED CLUSTERING IN WIRELESS SENSOR NETWORKS BY SAMIR GOKHALE Bachelor of Engineering DAVV Indore, India 2002 Submitted to the faculty of the Graduate College of the Oklahoma State University in partial
More informationAbstract. Figure 1. Typical Mobile Sensor Node IJERTV2IS70270
Base Station Assisted Routing Protocol For Wireless Sensor Network Vaibhav Pratap Singh and Harish Kumar Gurgaon Institute of Technology and Management (GITM), Gurgaon (Haryana), INDIA Abstract A wireless
More informationReferences. K. Sohraby, D. Minoli, and T. Znati. Wireless Sensor Networks: Technology, Protocols, and
Middleware References K. Sohraby, D. Minoli, and T. Znati. Wireless Sensor Networks: Technology, Protocols, and Applications. John Wiley & Sons, 2007. (Chapter t 8) Y. Yu, B. Krishnamachari, and V. K.
More informationHIERARCHICAL ROUTING PROTOCOLS IN WIRELESS SENSOR NETWORK
International Journal of Information Technology and Knowledge Management January June 2009, Volume 2, No. 1, pp. 97-101 HIERARCHICAL ROUTING PROTOCOLS IN WIRELESS SENSOR NETWORK Dinesh Anand * & Sanjay
More informationRouting protocols in WSN
Routing protocols in WSN 1.1 WSN Routing Scheme Data collected by sensor nodes in a WSN is typically propagated toward a base station (gateway) that links the WSN with other networks where the data can
More informationA Survey On: Cluster Based Routing Protocols in Wireless Sensor Network
A Survey On: Cluster Based Routing Protocols in Wireless Sensor Network Sunil Kumar Patel 1, Dr. Ravi Kant Kapoor 2 P.G. Scholar, Department of Computer Engineering and Applications, NITTTR, Bhopal, MP,
More informationAn Industrial Employee Development Application Protocol Using Wireless Sensor Networks
RESEARCH ARTICLE An Industrial Employee Development Application Protocol Using Wireless Sensor Networks 1 N.Roja Ramani, 2 A.Stenila 1,2 Asst.professor, Dept.of.Computer Application, Annai Vailankanni
More informationComprehensive Study of Routing Management in Wireless Sensor Networks- Part-2 Vasu Jolly, Shahram Latifi {jolly,
Comprehensive Study of Routing Management in Wireless Sensor Networks- Part-2 Vasu Jolly, Shahram Latifi {jolly, latifi}@egr.unlv.edu Abstract Wireless sensor networks illustrate enormous potential for
More informationA Study of Routing Protocols for Ad-hoc Sensor Network
Volume 119 No. 10 2018, 895-906 ISSN: 1311-8080 (printed version); ISSN: 1314-3395 (on-line version) url: http://www.ijpam.eu ijpam.eu A Study of Routing Protocols for Ad-hoc Sensor Network 1 Soumajit
More informationIntroduction to Internet of Things Prof. Sudip Misra Department of Computer Science and Engineering Indian Institute of Technology, Kharagpur
Introduction to Internet of Things Prof. Sudip Misra Department of Computer Science and Engineering Indian Institute of Technology, Kharagpur Lecture - 35 Software-Defined lot Networking - Part- 1 Having
More informationWireless Sensor Network Protocol for Smart Parking Application
Wireless Sensor Network Protocol for Smart Parking Application Experimental Study on the Arduino Platform Ostiz L., Pita C., Doggen J.*, Dams T., Van Houtven P. *jeroen.doggen@artesis.be September 25,
More informationWIRELESS SENSOR NETWORKS - FLAT BASED NETWORK STRUCTURE ROUTING PROTOCOLS N.
WIRELESS SENSOR NETWORKS - FLAT BASED NETWORK STRUCTURE ROUTING PROTOCOLS N. Senthil Kumar, Assistant Professor, Department of Computer Technology, Kongunadu Arts and Science College (Autonomous), Coimbatore,TamilNadu,India.
More informationWSN NETWORK ARCHITECTURES AND PROTOCOL STACK
WSN NETWORK ARCHITECTURES AND PROTOCOL STACK Sensing is a technique used to gather information about a physical object or process, including the occurrence of events (i.e., changes in state such as a drop
More informationEnergy-Efficient Communication Protocol for Wireless Micro-sensor Networks
Energy-Efficient Communication Protocol for Wireless Micro-sensor Networks Paper by: Wendi Rabiner Heinzelman, Anantha Chandrakasan, and Hari Balakrishnan Outline Brief Introduction on Wireless Sensor
More informationQoS Parameters Analysis to Improve QoS in WSNs Routing Protocol Ipsita Panda Sr. Lecturer, Dept of CSE, S.I.E.T
QoS Parameters Analysis to Improve QoS in WSNs Routing Protocol Ipsita Panda Sr. Lecturer, Dept of CSE, S.I.E.T Abstract: Sensor networks consist of small, lowpower, low-energy (stationary) nodes used
More informationMultipath Routing Algorithm for Wireless Sensor Networks
Multipath Routing Algorithm for Wireless Sensor Networks by Ye Ming Lu B. Eng., École Ploytechnique de Montréal, 1999 A THESIS SUBMITTED IN PARTIAL FULFILMENT OF THE REQUIREMENTS FOR THE DEGREE OF MASTER
More informationSurvey on Reliability Control Using CLR Method with Tour Planning Mechanism in WSN
Available Online at www.ijcsmc.com International Journal of Computer Science and Mobile Computing A Monthly Journal of Computer Science and Information Technology IJCSMC, Vol. 4, Issue. 5, May 2015, pg.854
More informationReferences. Introduction. Publish/Subscribe paradigm. In a wireless sensor network, a node is often interested in some information, but
References Content-based Networking H. Karl and A. Willing. Protocols and Architectures t for Wireless Sensor Networks. John Wiley & Sons, 2005. (Chapter 12) P. Th. Eugster, P. A. Felber, R. Guerraoui,
More informationEvaluation of Routing Protocols in Wireless Sensor Networks
Master Thesis Computer Science Thesis no: MCS-2009-14 Ma y 2009 Evaluation of Routing Protocols in Wireless Sensor Networks Muhammad Ullah, Waqar Ahmad Department of School of Computing Blekinge Institute
More informationAnalysis of Cluster based Routing Algorithms in Wireless Sensor Networks using NS2 simulator
Analysis of Cluster based Routing Algorithms in Wireless Sensor Networks using NS2 simulator Ashika R. Naik Department of Electronics & Tele-communication, Goa College of Engineering (India) ABSTRACT Wireless
More informationKEYWORDS - Wireless sensor network, Routing protocols, Comparison of routing protocols, Applications.
Wireless Sensor Network: A Survey Shubhi, Akhilesh Kumar Singh M.Tech. Scholar, United Institute of Technology, Allahabad, Asst. Prof., Second United Institute of Technology, Allahabad ABSTRACT-Wireless
More informationRouting in Ad-Hoc Networks
Routing in Ad-Hoc Networks Ramesh Patil Computer Science Department, University of Texas at Arlington Abstract In this paper, we deal with the basic concept of ad-hoc networks and the need for it. We present
More informationIntegrated Routing and Query Processing in Wireless Sensor Networks
Integrated Routing and Query Processing in Wireless Sensor Networks T.Krishnakumar Lecturer, Nandha Engineering College, Erode krishnakumarbtech@gmail.com ABSTRACT Wireless Sensor Networks are considered
More informationChapter 2. Wireless Sensor Networks
Chapter 2 Wireless Sensor Networks As from the previous chapter we get to know about the potential of wireless sensor networks and how it is useful in application. This chapter gives the detail study about
More informationEnergy Conservation through Sleep Scheduling in Wireless Sensor Network 1. Sneha M. Patil, Archana B. Kanwade 2
Energy Conservation through Sleep Scheduling in Wireless Sensor Network 1. Sneha M. Patil, Archana B. Kanwade 2 1 Student Department of Electronics & Telecommunication, SITS, Savitribai Phule Pune University,
More informationEnergy Aware Location Based Routing Protocols in Wireless Sensor Networks
Available online at www.worldscientificnews.com WSN 124(2) (2019) 326-333 EISSN 2392-2192 SHORT COMMUNICATION Energy Aware Location Based Routing Protocols in Wireless Sensor Networks ABSTRACT Kalpna Guleria
More informationROUTING ALGORITHMS IN WSN : A SURVEY
VSRD International Journal of Computer Science & Information Technology, Vol. 3 No. 2 February 2013 / 59 e-issn : 2231-2471, p-issn : 2319-2224 VSRD International Journals : www.vsrdjournals.com REVIEW
More informationEvaluation of AODV and DSR Routing Protocols of Wireless Sensor Networks for Monitoring Applications
Department of Electrical Engineering with emphasis on Telecommunication Blekinge Institute of technology Evaluation of AODV and DSR Routing Protocols of Wireless Sensor Networks for Monitoring Applications
More informationCONCLUSIONS AND SCOPE FOR FUTURE WORK
Introduction CONCLUSIONS AND SCOPE FOR FUTURE WORK 7.1 Conclusions... 154 7.2 Scope for Future Work... 157 7 1 Chapter 7 150 Department of Computer Science Conclusion and scope for future work In this
More informationWireless Sensor Networks applications and Protocols- A Review
Wireless Sensor Networks applications and Protocols- A Review Er. Pooja Student(M.Tech), Deptt. Of C.S.E, Geeta Institute of Management and Technology, Kurukshetra University, India ABSTRACT The design
More informationA survey on routing protocols for wireless sensor networks
Ad Hoc Networks 3 (2005) 325 349 www.elsevier.com/locate/adhoc A survey on routing protocols for wireless sensor networks Kemal Akkaya *, Mohamed Younis Department of Computer Science and Electrical Engineering,
More informationPolitecnico di Milano Advanced Network Technologies Laboratory. 6LowPAN
Politecnico di Milano Advanced Network Technologies Laboratory 6LowPAN ACKs o Slide/Figures Sources n IPSO Alliance Webinar 6LowPAN for IP Smart Objects n 6LoWPAN: The Wireless Embedded Internet, Shelby
More informationSl.No Project Title Year
Sl.No Project Title Year WSN(Wireless Sensor ) 1 Distributed Topology Control With Lifetime Extension Based on Non-Cooperative Game for Wireless Sensor 2 Intercept Behavior Analysis of Industrial Wireless
More informationSURVEY ON DATA ROUTING IN WIRELESS SENSOR NETWORKS
SURVEY ON DATA ROUTING IN WIRELESS SENSOR NETWORKS José Cecílio, João Costa, Pedro Furtado University of Coimbra, DEI/CISUC {jcecilio, jpcosta, pnf}@dei.uc.pt Abstract: Routing in sensor networks is very
More informationSimulation-Based Performance Analysis Of Wireless Routing Protocols For Smart Metering Applications
Simulation-Based Performance Analysis Of Wireless Routing Protocols For Smart Metering Applications Peter Sooki Akos Korosi Consortium of DataShop Ltd. and GATE Non-profit Ltd. - Hungary doi: 10.19044/esj.2016.v12n9p1
More informationGRID-BASED COORDINATED ROUTING IN WIRELESS SENSOR NETWORKS. Uttara Sawant, B.E. Thesis Prepared for the Degree of MASTER OF SCIENCE
GRID-BASED COORDINATED ROUTING IN WIRELESS SENSOR NETWORKS Uttara Sawant, B.E. Thesis Prepared for the Degree of MASTER OF SCIENCE UNIVERSITY OF NORTH TEXAS December 2006 APPROVED: Robert Akl, Major Professor
More informationEfficient Cluster Based Data Collection Using Mobile Data Collector for Wireless Sensor Network
ISSN (e): 2250 3005 Volume, 06 Issue, 06 June 2016 International Journal of Computational Engineering Research (IJCER) Efficient Cluster Based Data Collection Using Mobile Data Collector for Wireless Sensor
More informationWireless Sensor Networks CS742
Wireless Sensor Networks CS742 Outline Overview Environment Monitoring Medical application Data-dissemination schemes Media access control schemes Distributed algorithms for collaborative processing Architecture
More informationA SURVEY OF WIRELESS SENSOR NETWORK ARCHITECTURES
A SURVEY OF WIRELESS SENSOR NETWORK ARCHITECTURES Almir Davis, Hwa Chang Department of Electrical and Computer Engineering, Tufts University, Medford, MA USA almir.davis@tufts.edu, hchang@ece.tufts.edu
More informationWireless and Sensor Networks - Routing. 3rd Class Deokjai Choi
Wireless and Sensor Networks - Routing 3rd Class Deokjai Choi 1 Outline Introduction Motivation and Design Issues in WSN Routing Routing Challenges in WSNs Flat Routing Hierarchical Routing Adaptive Routing
More informationGateway Based WSN algorithm for environmental monitoring for Energy Conservation
International Research Journal of Engineering and Technology (IRJET) e-issn: 2395-56 Gateway Based WSN algorithm for environmental monitoring for Energy Conservation Arunesh Kumar Singh 1, Arjun Kumar
More informationData-Centric Routing Mechanism Using Hash-Value in Wireless Sensor Network
Wireless Sensor Network, 2010, 2, 710-717 doi:10.4236/wsn.2010.29086 Published Online September 2010 (http://www.scirp.org/journal/wsn) Data-Centric Routing Mechanism Using Hash-Value in Wireless Sensor
More informationA COMPREHENSIVE STUDY OF ENERGY EFFICIENT ROUTING IN WSN TOWARDS QOS
VAWKUM Transactions on Computer Sciences http://vfast.org/index.php/vtcs@ 2014 ISSN: 2308-8168 Volume 3, Number 1, January-February, 2014 pp. 01-06 A COMPREHENSIVE STUDY OF ENERGY EFFICIENT ROUTING IN
More informationPERFORMANCE EVALUATION OF TOPOLOGY CONTROL ALGORITHMS FOR WIRELESS SENSOR NETWORKS
PERFORMANCE EVALUATION OF TOPOLOGY CONTROL ALGORITHMS FOR WIRELESS SENSOR NETWORKS Zahariah Manap 1, M. I. A Roslan 1, W. H. M Saad 1, M. K. M. Nor 1, Norharyati Harum 2 and A. R. Syafeeza 1 1 Faculty
More informationModified Low Energy Adaptive Clustering Hierarchy for Heterogeneous Wireless Sensor Network
Modified Low Energy Adaptive Clustering Hierarchy for Heterogeneous Wireless Sensor Network C.Divya1, N.Krishnan2, A.Petchiammal3 Center for Information Technology and Engineering Manonmaniam Sundaranar
More informationDASH7 ALLIANCE PROTOCOL - WHERE RFID MEETS WSN. public
DASH7 ALLIANCE PROTOCOL - WHERE RFID MEETS WSN public DASH7 ALLIANCE PROTOCOL OPEN STANDARD OF ULTRA LOW POWER MID-RANGE SENSOR AND ACTUATOR COMMUNICATION Wireless Sensor and Actuator Network Protocol
More information[Sawdekar, 3(1): January, 2014] ISSN: Impact Factor: 1.852
IJESRT INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY A Review of Routing Protocols for Wireless Sensor Network Mr.Sushil R. Sawdekar *1, Prof.C.M.Mankar 2 *1,2 Department of computer
More informationEnergy Efficient Collection Tree Protocol in Wireless Sensor Networks
Indian Journal of Science and Technology, Vol 9(45), DOI: 10.17485/ijst/2016/v9i45/89793, December 2016 ISSN (Print) : 0974-6846 ISSN (Online) : 0974-5645 Energy Efficient Collection Tree Protocol in Wireless
More informationA Modified LEACH Protocol for Increasing Lifetime of the Wireless Sensor Network
BULGARIAN ACADEMY OF SCIENCES CYBERNETICS AND INFORMATION TECHNOLOGIES Volume 16, No 3 Sofia 2016 Print ISSN: 1311-9702; Online ISSN: 1314-4081 DOI: 10.1515/cait-2016-0040 A Modified LEACH Protocol for
More informationEnergy Efficiency and Latency Improving In Wireless Sensor Networks
Energy Efficiency and Latency Improving In Wireless Sensor Networks Vivekchandran K. C 1, Nikesh Narayan.P 2 1 PG Scholar, Department of Computer Science & Engineering, Malabar Institute of Technology,
More informationSENSOR-MAC CASE STUDY
SENSOR-MAC CASE STUDY Periodic Listen and Sleep Operations One of the S-MAC design objectives is to reduce energy consumption by avoiding idle listening. This is achieved by establishing low-duty-cycle
More informationA Novel Protocol for Better Energy-Efficiency, Latency and Fault Tolerance in Wireless Sensor Network
A Novel Protocol for Better Energy-Efficiency, Latency and Fault Tolerance in Wireless Sensor Er.Rakesh Kumar Gupta Department of Computer Science & Engineering K.C.Institute of Engineering & Technology
More informationSensor Network Protocols
EE360: Lecture 15 Outline Sensor Network Protocols Announcements 2nd paper summary due March 7 Reschedule Wed lecture: 11-12:15? 12-1:15? 5-6:15? Project poster session March 15 5:30pm? Next HW posted
More informationScalable energy-efficient location aided routing (SELAR) protocol for wireless sensor networks
University of South Florida Scholar Commons Graduate Theses and Dissertations Graduate School 2005 Scalable energy-efficient location aided routing (SELAR) protocol for wireless sensor networks George
More informationWireless Sensor Networks (WSN)
Wireless Sensor Networks (WSN) Introduction M. Schölzel Difference to existing wireless networks Infrastructure-based networks e.g., GSM, UMTS, Base stations connected to a wired backbone network Mobile
More informationWireless Sensor Networks
Wireless Sensor Networks c.buratti@unibo.it +39 051 20 93147 Office Hours: Tuesday 3 5 pm @ Main Building, second floor Credits: 6 Ouline 1. WS(A)Ns Introduction 2. Applications 3. Energy Efficiency Section
More informationHigh-Performance Multipath Routing Algorithm Using CPEGASIS Protocol in Wireless Sensor Cloud Environment
Circuits and Systems, 2016, 7, 3246-3252 Published Online August 2016 in SciRes. http://www.scirp.org/journal/cs http://dx.doi.org/10.4236/cs.2016.710276 High-Performance Multipath Routing Algorithm Using
More informationWireless Sensor Networks
Wireless Sensor Networks 1 Ch. Steup / J. Kaiser, IVS-EOS Ubiquitous Sensing 2 Ch. Steup / J. Kaiser, IVS-EOS IEEE 802.x Wireless Communication 3 Ch. Steup / J. Kaiser, IVS-EOS Wireless Technology Comparision
More informationCOMPARATIVE PERFORMANCE ANALYSIS OF TEEN SEP LEACH ERP EAMMH AND PEGASIS ROUTING PROTOCOLS
COMPARATIVE PERFORMANCE ANALYSIS OF TEEN SEP LEACH ERP EAMMH AND PEGASIS ROUTING PROTOCOLS Neha Jain 1, Manasvi Mannan 2 1 Research Scholar, Electronics and Communication Engineering, Punjab College Of
More informationA REVIEW ON LEACH-BASED HIERARCHICAL ROUTING PROTOCOLS IN WIRELESS SENSOR NETWORK
A REVIEW ON LEACH-BASED HIERARCHICAL ROUTING PROTOCOLS IN WIRELESS SENSOR NETWORK Md. Nadeem Enam 1, Ozair Ahmad 2 1 Department of ECE, Maulana Azad College of Engineering & Technology, Patna, (India)
More informationDETECTION OF OPTIMAL PATH USING QUADRATIC ASSIGMENT TECHNIQUE IN WIRELESS SENSOR NETWORKS
DETECTION OF OPTIMAL PATH USING QUADRATIC ASSIGMENT TECHNIQUE IN WIRELESS SENSOR NETWORKS 1 Vinoba.V, 2 Indhumathi.A 1 Department of Mathematics, K.N. Government Arts college, Tamil Nadu, India. 2 Department
More informationMAC LAYER. Murat Demirbas SUNY Buffalo
MAC LAYER Murat Demirbas SUNY Buffalo MAC categories Fixed assignment TDMA (Time Division), CDMA (Code division), FDMA (Frequency division) Unsuitable for dynamic, bursty traffic in wireless networks Random
More informationA Study on Energy Efficient Routing Protocols in Wireless Sensor Networks
72 A Study on Energy Efficient Routing Protocols in Wireless Sensor Networks Davender Krishan Malhotra Research Scholar, MMICT&BM, M.M.U. Email: davendermalhotra@yahoo.co.in Aarti Singh Associate Professor,
More informationData gathering using mobile agents for reducing traffic in dense mobile wireless sensor networks
Mobile Information Systems 9 (23) 295 34 295 DOI.3233/MIS-364 IOS Press Data gathering using mobile agents for reducing traffic in dense mobile wireless sensor networks Keisuke Goto, Yuya Sasaki, Takahiro
More informationReferences. The vision of ambient intelligence. The missing component...
References Introduction 1 K. Sohraby, D. Minoli, and T. Znadi. Wireless Sensor Networks: Technology, Protocols, and Applications. John Wiley & Sons, 2007. H. Karl and A. Willig. Protocols and Architectures
More informationDesign Issues, Characteristics and Challenges in Routing Protocols for Wireless Sensor Networks
Design Issues, Characteristics and Challenges in Routing Protocols for Wireless Sensor Networks Sangeeta Vhatkar Research Scholar Computer Science & Engg. Department P.I.E.T Nagpur Mohammad Atique, Ph.D
More informationALL ABOUT DATA AGGREGATION IN WIRELESS SENSOR NETWORKS
e-issn 2455 1392 Volume 1 Issue 1, November 2015 pp. 1-7 http://www.ijcter.com ALL ABOUT DATA AGGREGATION IN WIRELESS SENSOR NETWORKS Komal Shah 1, Heena Sheth 2 1,2 M. S. University, Baroda Abstract--
More informationWireless Sensor Networks --- Concepts and Challenges
Outline Wireless Sensor Networks --- Concepts and Challenges Basic Concepts Applications Characteristics and Challenges 2 Traditional Sensing Method Basic Concepts Signal analysis Wired/Wireless Object
More informationROUTING TECHNIQUES IN WIRELESS SENSOR NETWORKS: A SURVEY
WIRELESS SENSOR N ETWORKS ROUTING TECHNIQUES IN WIRELESS SENSOR NETWORKS: A SURVEY JAMAL N. AL-KARAKI, THE HASHEMITE UNIVERSITY AHMED E. KAMAL, IOWA STATE UNIVERSITY WSNs consist of small nodes with sensing,
More informationDesign Issues, Principles and Routing Challenges in Sensor Networks
Design Issues, Principles and Routing Challenges in Sensor Networks Vinayak Musale 1, Devendra Chaudhari 2 Department of Computer Science and Engineering Government College of Engineering Sant Gadge Baba
More informationLecture 8 Wireless Sensor Networks: Overview
Lecture 8 Wireless Sensor Networks: Overview Reading: Wireless Sensor Networks, in Ad Hoc Wireless Networks: Architectures and Protocols, Chapter 12, sections 12.1-12.2. I. Akyildiz, W. Su, Y. Sankarasubramaniam
More informationImpact of IEEE MAC Packet Size on Performance of Wireless Sensor Networks
IOSR Journal of Electronics and Communication Engineering (IOSR-JECE) e-issn: 2278-2834,p- ISSN: 2278-8735.Volume 10, Issue 3, Ver. IV (May - Jun.2015), PP 06-11 www.iosrjournals.org Impact of IEEE 802.11
More informationTime Synchronization in Wireless Sensor Networks: CCTS
Time Synchronization in Wireless Sensor Networks: CCTS 1 Nerin Thomas, 2 Smita C Thomas 1, 2 M.G University, Mount Zion College of Engineering, Pathanamthitta, India Abstract: A time synchronization algorithm
More informationHierarchical Routing Algorithm to Improve the Performance of Wireless Sensor Network
Hierarchical Routing Algorithm to Improve the Performance of Wireless Sensor Network Deepthi G B 1 Mrs. Netravati U M 2 P G Scholar (Digital Electronics), Assistant Professor Department of ECE Department
More informationEnergy Efficient MAC Protocols Design for Wireless Sensor Networks
Energy Efficient MAC Protocols Design for Wireless Sensor Networks Francesco Chiti*, Michele Ciabatti*, Giovanni Collodi, Davide Di Palma*, Romano Fantacci *, Antonio Manes *Dipartimento di Elettronica
More informationMobile Agent Driven Time Synchronized Energy Efficient WSN
Mobile Agent Driven Time Synchronized Energy Efficient WSN Sharanu 1, Padmapriya Patil 2 1 M.Tech, Department of Electronics and Communication Engineering, Poojya Doddappa Appa College of Engineering,
More information