SlideShare una empresa de Scribd logo
1 de 4
Ki-Tech Solutions offering IT courses(C, C++, Java, Asp.Net, C# and Android) for everyone -
from a beginner who wants to learn computer basics to a software engineer who wishes to take
a global certification exam.
Ki-Tech Solutions
IEEE PROJECTS DEVELOPMENTS
WE OFFER IEEE PROJECTS MCA FINAL YEAR STUDENT PROJECTS, ENGINEERING PROJECTS AND
TRAINING, PHP PROJECTS, JAVA AND J2EE PROJECTS, ASP.NET PROJECTS, NS2 PROJECTS, MATLAB
PROJECTS AND IPT TRAINING IN RAJAPALAYAM, VIRUDHUNAGAR DISTRICTS, AND TAMILNADU.
CELL: +91 888-379-0633 | +91 979-000-9190
Mail to: kitechsolutions.in@gmail.com
TOWARD ENERGY-EFFICIENT TRUST SYSTEM THROUGH
WATCHDOG OPTIMIZATION FOR WSNS
ABSTRACT:
Watchdog technique is a fundamental building block to many trust systems that are
designed for securing wireless sensor networks (WSNs). Unfortunately, this kind of technique
consumes much energy and hence largely limits the lifespan of WSN. Although the state-of-the-
art studies have realized the importance of trust systems’ efficiency in WSNs and proposed
several preliminary solutions, they have overlooked to optimize the watchdog technique, which
is perhaps among the top energy-consuming units. In this paper, we reveal the inefficient use of
watchdog technique in existing trust systems, and thereby propose a suite of optimization
methods to minimize the energy cost of watchdog usage, while keeping the system’s security in a
sufficient level.
Our contributions consist of theoretical analyses and practical algorithms, which can
efficiently and effectively schedule the watchdog tasks depending on the sensor nodes’ locations
and the target nodes’ trustworthiness. We have evaluated our algorithms through experiments on
top of a WSNET simulation platform and an in-door WSN testbed in our collaborative lab. The
results have successfully confirmed that our watchdog optimization techniques can save at least
39.44% energy without sacrificing much security (<0.06 in terms of trust accuracy and
robustness), even in some cases enhance the protection against certain attacks.
Ki-Tech Solutions offering IT courses(C, C++, Java, Asp.Net, C# and Android) for everyone -
from a beginner who wants to learn computer basics to a software engineer who wishes to take
a global certification exam.
Ki-Tech Solutions
IEEE PROJECTS DEVELOPMENTS
WE OFFER IEEE PROJECTS MCA FINAL YEAR STUDENT PROJECTS, ENGINEERING PROJECTS AND
TRAINING, PHP PROJECTS, JAVA AND J2EE PROJECTS, ASP.NET PROJECTS, NS2 PROJECTS, MATLAB
PROJECTS AND IPT TRAINING IN RAJAPALAYAM, VIRUDHUNAGAR DISTRICTS, AND TAMILNADU.
CELL: +91 888-379-0633 | +91 979-000-9190
Mail to: kitechsolutions.in@gmail.com
EXISTING SYSTEM:
• More precisely, sensor nodes are usually equipped with limited battery, and work in an
unattended mode for a long period of time to adapt various harsh environments such as
the deep desert and ocean abyss.
• Rechargement or replacement of those nodes’ power is very difficult and expensive. Due
to those challenges, energy saving plays a very important role in the design of modern
WSNs.
• However, to our best knowledge, no existing WSNTSs give appropriate solutions to save
the energy consumed by the watchdog technique (i.e., the trust-energy conflict induced
by watchdog usage has not been addressed before).
• In particular, some WSNTSs do not discuss how to schedule watchdogs in their
proposals, while some others implicitly suggest letting sensor nodes launch neighbour-
flooding watchdog tasks to monitor all their neighbors and do not study which frequency
is appropriate for their monitoring.
DISADVANTAGES OF EXISTING SYSTEM:
• They not give correct solution for energy consumption
• Decrease the network lifetime
Ki-Tech Solutions offering IT courses(C, C++, Java, Asp.Net, C# and Android) for everyone -
from a beginner who wants to learn computer basics to a software engineer who wishes to take
a global certification exam.
Ki-Tech Solutions
IEEE PROJECTS DEVELOPMENTS
WE OFFER IEEE PROJECTS MCA FINAL YEAR STUDENT PROJECTS, ENGINEERING PROJECTS AND
TRAINING, PHP PROJECTS, JAVA AND J2EE PROJECTS, ASP.NET PROJECTS, NS2 PROJECTS, MATLAB
PROJECTS AND IPT TRAINING IN RAJAPALAYAM, VIRUDHUNAGAR DISTRICTS, AND TAMILNADU.
CELL: +91 888-379-0633 | +91 979-000-9190
Mail to: kitechsolutions.in@gmail.com
PROPOSED SYSTEM:
• Our ultimate goal is to reduce the energy cost induced by watchdog tasks as much as
possible, while keeping trust accuracy and robustness in a sufficient level.
• To touch this goal, we optimize watchdog techniques in two levels. First, we optimize
watchdog locations by considering the fact: although sensor nodes which are located
more closely may consume less energy to monitor each other due to shorter
communication distance,
• these nodes are more likely of being compromised together and launch collaborative
attacks. We therefore explore the optimal watchdog location (given a target node) to
minimize the overall risk (in terms of both energy consumption and security).
• Second, we optimize watchdog frequency and reduce its redundancy.
ADVANTAGES OF PROPOSED SYSTEM:
• Decrease the energy consumption
• Increase the network lifetime
Ki-Tech Solutions offering IT courses(C, C++, Java, Asp.Net, C# and Android) for everyone -
from a beginner who wants to learn computer basics to a software engineer who wishes to take
a global certification exam.
Ki-Tech Solutions
IEEE PROJECTS DEVELOPMENTS
WE OFFER IEEE PROJECTS MCA FINAL YEAR STUDENT PROJECTS, ENGINEERING PROJECTS AND
TRAINING, PHP PROJECTS, JAVA AND J2EE PROJECTS, ASP.NET PROJECTS, NS2 PROJECTS, MATLAB
PROJECTS AND IPT TRAINING IN RAJAPALAYAM, VIRUDHUNAGAR DISTRICTS, AND TAMILNADU.
CELL: +91 888-379-0633 | +91 979-000-9190
Mail to: kitechsolutions.in@gmail.com
SYSTEM REQUIREMENTS:
HARDWARE REQUIREMENTS:
 System : Pentium IV 2.4 GHz.
 Hard Disk : 40 GB.
 Floppy Drive : 1.44 Mb.
 Monitor : 15 VGA Colour.
 Mouse : Logitech.
 Ram : 512 Mb.
SOFTWARE REQUIREMENTS:
 Operating system : Windows XP/7/LINUX.
 Implementation : NS2
 NS2 Version : NS2.2.28
 Front End : OTCL (Object Oriented Tool Command
Language)
 Tool : Cygwin (To simulate in Windows OS)

Más contenido relacionado

Destacado

Wireless Sensor Networks
Wireless Sensor NetworksWireless Sensor Networks
Wireless Sensor NetworksKarthik
 
Project_Presentation_ISSC361_Intindolo
Project_Presentation_ISSC361_IntindoloProject_Presentation_ISSC361_Intindolo
Project_Presentation_ISSC361_IntindoloJohn Intindolo
 
Deceuninck's Fully Reversible Window
Deceuninck's Fully Reversible WindowDeceuninck's Fully Reversible Window
Deceuninck's Fully Reversible WindowDeceuninck UK
 

Destacado (7)

Wsn ppt original
Wsn ppt originalWsn ppt original
Wsn ppt original
 
Wireless Sensor Networks
Wireless Sensor NetworksWireless Sensor Networks
Wireless Sensor Networks
 
Project_Presentation_ISSC361_Intindolo
Project_Presentation_ISSC361_IntindoloProject_Presentation_ISSC361_Intindolo
Project_Presentation_ISSC361_Intindolo
 
Deceuninck's Fully Reversible Window
Deceuninck's Fully Reversible WindowDeceuninck's Fully Reversible Window
Deceuninck's Fully Reversible Window
 
JEFFERSON KELETSO MAPHANYANE CV
JEFFERSON KELETSO MAPHANYANE CVJEFFERSON KELETSO MAPHANYANE CV
JEFFERSON KELETSO MAPHANYANE CV
 
Afseena
AfseenaAfseena
Afseena
 
Mk0017 e-marketing
Mk0017 e-marketingMk0017 e-marketing
Mk0017 e-marketing
 

Más de kitechsolutions

Identity based encryption
Identity based encryptionIdentity based encryption
Identity based encryptionkitechsolutions
 
Cloud-Trust - a Security Assessment Model for Infrastructure as a Service (Ia...
Cloud-Trust - a Security Assessment Model for Infrastructure as a Service (Ia...Cloud-Trust - a Security Assessment Model for Infrastructure as a Service (Ia...
Cloud-Trust - a Security Assessment Model for Infrastructure as a Service (Ia...kitechsolutions
 
BDCaM: Big Data for Context-aware Monitoring - A Personalized Knowledge Disco...
BDCaM: Big Data for Context-aware Monitoring - A Personalized Knowledge Disco...BDCaM: Big Data for Context-aware Monitoring - A Personalized Knowledge Disco...
BDCaM: Big Data for Context-aware Monitoring - A Personalized Knowledge Disco...kitechsolutions
 
Privacy preserving public auditing for regenerating code based cloud storage
Privacy preserving public auditing for regenerating code based cloud storagePrivacy preserving public auditing for regenerating code based cloud storage
Privacy preserving public auditing for regenerating code based cloud storagekitechsolutions
 
Space-efficient Verifiable Secret Sharing Using Polynomial Interpolation
  Space-efficient Verifiable Secret Sharing Using Polynomial Interpolation  Space-efficient Verifiable Secret Sharing Using Polynomial Interpolation
Space-efficient Verifiable Secret Sharing Using Polynomial Interpolationkitechsolutions
 
Statistical Dissemination Control in Large Machine-to-Machine Communication N...
Statistical Dissemination Control in Large Machine-to-Machine Communication N...Statistical Dissemination Control in Large Machine-to-Machine Communication N...
Statistical Dissemination Control in Large Machine-to-Machine Communication N...kitechsolutions
 
Toward Transparent Coexistence for Multihop Secondary Cognitive Radio Networks
Toward Transparent Coexistence for Multihop Secondary Cognitive Radio NetworksToward Transparent Coexistence for Multihop Secondary Cognitive Radio Networks
Toward Transparent Coexistence for Multihop Secondary Cognitive Radio Networkskitechsolutions
 
Wormhole attack detection algorithms
Wormhole attack detection algorithmsWormhole attack detection algorithms
Wormhole attack detection algorithmskitechsolutions
 
BDCAM: big data for context-aware Monitoring
BDCAM: big data for context-aware MonitoringBDCAM: big data for context-aware Monitoring
BDCAM: big data for context-aware Monitoringkitechsolutions
 

Más de kitechsolutions (9)

Identity based encryption
Identity based encryptionIdentity based encryption
Identity based encryption
 
Cloud-Trust - a Security Assessment Model for Infrastructure as a Service (Ia...
Cloud-Trust - a Security Assessment Model for Infrastructure as a Service (Ia...Cloud-Trust - a Security Assessment Model for Infrastructure as a Service (Ia...
Cloud-Trust - a Security Assessment Model for Infrastructure as a Service (Ia...
 
BDCaM: Big Data for Context-aware Monitoring - A Personalized Knowledge Disco...
BDCaM: Big Data for Context-aware Monitoring - A Personalized Knowledge Disco...BDCaM: Big Data for Context-aware Monitoring - A Personalized Knowledge Disco...
BDCaM: Big Data for Context-aware Monitoring - A Personalized Knowledge Disco...
 
Privacy preserving public auditing for regenerating code based cloud storage
Privacy preserving public auditing for regenerating code based cloud storagePrivacy preserving public auditing for regenerating code based cloud storage
Privacy preserving public auditing for regenerating code based cloud storage
 
Space-efficient Verifiable Secret Sharing Using Polynomial Interpolation
  Space-efficient Verifiable Secret Sharing Using Polynomial Interpolation  Space-efficient Verifiable Secret Sharing Using Polynomial Interpolation
Space-efficient Verifiable Secret Sharing Using Polynomial Interpolation
 
Statistical Dissemination Control in Large Machine-to-Machine Communication N...
Statistical Dissemination Control in Large Machine-to-Machine Communication N...Statistical Dissemination Control in Large Machine-to-Machine Communication N...
Statistical Dissemination Control in Large Machine-to-Machine Communication N...
 
Toward Transparent Coexistence for Multihop Secondary Cognitive Radio Networks
Toward Transparent Coexistence for Multihop Secondary Cognitive Radio NetworksToward Transparent Coexistence for Multihop Secondary Cognitive Radio Networks
Toward Transparent Coexistence for Multihop Secondary Cognitive Radio Networks
 
Wormhole attack detection algorithms
Wormhole attack detection algorithmsWormhole attack detection algorithms
Wormhole attack detection algorithms
 
BDCAM: big data for context-aware Monitoring
BDCAM: big data for context-aware MonitoringBDCAM: big data for context-aware Monitoring
BDCAM: big data for context-aware Monitoring
 

Último

ROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptxROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptxVanesaIglesias10
 
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdfVirtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdfErwinPantujan2
 
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptxQ4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptxlancelewisportillo
 
ICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfVanessa Camilleri
 
Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...Seán Kennedy
 
Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Mark Reed
 
Earth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice greatEarth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice greatYousafMalik24
 
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfGrade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfJemuel Francisco
 
ENG 5 Q4 WEEk 1 DAY 1 Restate sentences heard in one’s own words. Use appropr...
ENG 5 Q4 WEEk 1 DAY 1 Restate sentences heard in one’s own words. Use appropr...ENG 5 Q4 WEEk 1 DAY 1 Restate sentences heard in one’s own words. Use appropr...
ENG 5 Q4 WEEk 1 DAY 1 Restate sentences heard in one’s own words. Use appropr...JojoEDelaCruz
 
Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17Celine George
 
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdf
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdfInclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdf
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdfTechSoup
 
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17Celine George
 
Active Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdfActive Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdfPatidar M
 
Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4JOYLYNSAMANIEGO
 
How to do quick user assign in kanban in Odoo 17 ERP
How to do quick user assign in kanban in Odoo 17 ERPHow to do quick user assign in kanban in Odoo 17 ERP
How to do quick user assign in kanban in Odoo 17 ERPCeline George
 
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxINTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxHumphrey A Beña
 
4.16.24 Poverty and Precarity--Desmond.pptx
4.16.24 Poverty and Precarity--Desmond.pptx4.16.24 Poverty and Precarity--Desmond.pptx
4.16.24 Poverty and Precarity--Desmond.pptxmary850239
 
Barangay Council for the Protection of Children (BCPC) Orientation.pptx
Barangay Council for the Protection of Children (BCPC) Orientation.pptxBarangay Council for the Protection of Children (BCPC) Orientation.pptx
Barangay Council for the Protection of Children (BCPC) Orientation.pptxCarlos105
 
GRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTS
GRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTSGRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTS
GRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTSJoshuaGantuangco2
 

Último (20)

ROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptxROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptx
 
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdfVirtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
 
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptxQ4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
 
ICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdf
 
Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...
 
Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)
 
Earth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice greatEarth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice great
 
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfGrade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
 
ENG 5 Q4 WEEk 1 DAY 1 Restate sentences heard in one’s own words. Use appropr...
ENG 5 Q4 WEEk 1 DAY 1 Restate sentences heard in one’s own words. Use appropr...ENG 5 Q4 WEEk 1 DAY 1 Restate sentences heard in one’s own words. Use appropr...
ENG 5 Q4 WEEk 1 DAY 1 Restate sentences heard in one’s own words. Use appropr...
 
Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17
 
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdf
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdfInclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdf
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdf
 
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17
 
Active Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdfActive Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdf
 
Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4
 
How to do quick user assign in kanban in Odoo 17 ERP
How to do quick user assign in kanban in Odoo 17 ERPHow to do quick user assign in kanban in Odoo 17 ERP
How to do quick user assign in kanban in Odoo 17 ERP
 
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxINTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
 
Raw materials used in Herbal Cosmetics.pptx
Raw materials used in Herbal Cosmetics.pptxRaw materials used in Herbal Cosmetics.pptx
Raw materials used in Herbal Cosmetics.pptx
 
4.16.24 Poverty and Precarity--Desmond.pptx
4.16.24 Poverty and Precarity--Desmond.pptx4.16.24 Poverty and Precarity--Desmond.pptx
4.16.24 Poverty and Precarity--Desmond.pptx
 
Barangay Council for the Protection of Children (BCPC) Orientation.pptx
Barangay Council for the Protection of Children (BCPC) Orientation.pptxBarangay Council for the Protection of Children (BCPC) Orientation.pptx
Barangay Council for the Protection of Children (BCPC) Orientation.pptx
 
GRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTS
GRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTSGRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTS
GRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTS
 

Toward energy efficient trust system through watchdog optimization for ws ns

  • 1. Ki-Tech Solutions offering IT courses(C, C++, Java, Asp.Net, C# and Android) for everyone - from a beginner who wants to learn computer basics to a software engineer who wishes to take a global certification exam. Ki-Tech Solutions IEEE PROJECTS DEVELOPMENTS WE OFFER IEEE PROJECTS MCA FINAL YEAR STUDENT PROJECTS, ENGINEERING PROJECTS AND TRAINING, PHP PROJECTS, JAVA AND J2EE PROJECTS, ASP.NET PROJECTS, NS2 PROJECTS, MATLAB PROJECTS AND IPT TRAINING IN RAJAPALAYAM, VIRUDHUNAGAR DISTRICTS, AND TAMILNADU. CELL: +91 888-379-0633 | +91 979-000-9190 Mail to: kitechsolutions.in@gmail.com TOWARD ENERGY-EFFICIENT TRUST SYSTEM THROUGH WATCHDOG OPTIMIZATION FOR WSNS ABSTRACT: Watchdog technique is a fundamental building block to many trust systems that are designed for securing wireless sensor networks (WSNs). Unfortunately, this kind of technique consumes much energy and hence largely limits the lifespan of WSN. Although the state-of-the- art studies have realized the importance of trust systems’ efficiency in WSNs and proposed several preliminary solutions, they have overlooked to optimize the watchdog technique, which is perhaps among the top energy-consuming units. In this paper, we reveal the inefficient use of watchdog technique in existing trust systems, and thereby propose a suite of optimization methods to minimize the energy cost of watchdog usage, while keeping the system’s security in a sufficient level. Our contributions consist of theoretical analyses and practical algorithms, which can efficiently and effectively schedule the watchdog tasks depending on the sensor nodes’ locations and the target nodes’ trustworthiness. We have evaluated our algorithms through experiments on top of a WSNET simulation platform and an in-door WSN testbed in our collaborative lab. The results have successfully confirmed that our watchdog optimization techniques can save at least 39.44% energy without sacrificing much security (<0.06 in terms of trust accuracy and robustness), even in some cases enhance the protection against certain attacks.
  • 2. Ki-Tech Solutions offering IT courses(C, C++, Java, Asp.Net, C# and Android) for everyone - from a beginner who wants to learn computer basics to a software engineer who wishes to take a global certification exam. Ki-Tech Solutions IEEE PROJECTS DEVELOPMENTS WE OFFER IEEE PROJECTS MCA FINAL YEAR STUDENT PROJECTS, ENGINEERING PROJECTS AND TRAINING, PHP PROJECTS, JAVA AND J2EE PROJECTS, ASP.NET PROJECTS, NS2 PROJECTS, MATLAB PROJECTS AND IPT TRAINING IN RAJAPALAYAM, VIRUDHUNAGAR DISTRICTS, AND TAMILNADU. CELL: +91 888-379-0633 | +91 979-000-9190 Mail to: kitechsolutions.in@gmail.com EXISTING SYSTEM: • More precisely, sensor nodes are usually equipped with limited battery, and work in an unattended mode for a long period of time to adapt various harsh environments such as the deep desert and ocean abyss. • Rechargement or replacement of those nodes’ power is very difficult and expensive. Due to those challenges, energy saving plays a very important role in the design of modern WSNs. • However, to our best knowledge, no existing WSNTSs give appropriate solutions to save the energy consumed by the watchdog technique (i.e., the trust-energy conflict induced by watchdog usage has not been addressed before). • In particular, some WSNTSs do not discuss how to schedule watchdogs in their proposals, while some others implicitly suggest letting sensor nodes launch neighbour- flooding watchdog tasks to monitor all their neighbors and do not study which frequency is appropriate for their monitoring. DISADVANTAGES OF EXISTING SYSTEM: • They not give correct solution for energy consumption • Decrease the network lifetime
  • 3. Ki-Tech Solutions offering IT courses(C, C++, Java, Asp.Net, C# and Android) for everyone - from a beginner who wants to learn computer basics to a software engineer who wishes to take a global certification exam. Ki-Tech Solutions IEEE PROJECTS DEVELOPMENTS WE OFFER IEEE PROJECTS MCA FINAL YEAR STUDENT PROJECTS, ENGINEERING PROJECTS AND TRAINING, PHP PROJECTS, JAVA AND J2EE PROJECTS, ASP.NET PROJECTS, NS2 PROJECTS, MATLAB PROJECTS AND IPT TRAINING IN RAJAPALAYAM, VIRUDHUNAGAR DISTRICTS, AND TAMILNADU. CELL: +91 888-379-0633 | +91 979-000-9190 Mail to: kitechsolutions.in@gmail.com PROPOSED SYSTEM: • Our ultimate goal is to reduce the energy cost induced by watchdog tasks as much as possible, while keeping trust accuracy and robustness in a sufficient level. • To touch this goal, we optimize watchdog techniques in two levels. First, we optimize watchdog locations by considering the fact: although sensor nodes which are located more closely may consume less energy to monitor each other due to shorter communication distance, • these nodes are more likely of being compromised together and launch collaborative attacks. We therefore explore the optimal watchdog location (given a target node) to minimize the overall risk (in terms of both energy consumption and security). • Second, we optimize watchdog frequency and reduce its redundancy. ADVANTAGES OF PROPOSED SYSTEM: • Decrease the energy consumption • Increase the network lifetime
  • 4. Ki-Tech Solutions offering IT courses(C, C++, Java, Asp.Net, C# and Android) for everyone - from a beginner who wants to learn computer basics to a software engineer who wishes to take a global certification exam. Ki-Tech Solutions IEEE PROJECTS DEVELOPMENTS WE OFFER IEEE PROJECTS MCA FINAL YEAR STUDENT PROJECTS, ENGINEERING PROJECTS AND TRAINING, PHP PROJECTS, JAVA AND J2EE PROJECTS, ASP.NET PROJECTS, NS2 PROJECTS, MATLAB PROJECTS AND IPT TRAINING IN RAJAPALAYAM, VIRUDHUNAGAR DISTRICTS, AND TAMILNADU. CELL: +91 888-379-0633 | +91 979-000-9190 Mail to: kitechsolutions.in@gmail.com SYSTEM REQUIREMENTS: HARDWARE REQUIREMENTS:  System : Pentium IV 2.4 GHz.  Hard Disk : 40 GB.  Floppy Drive : 1.44 Mb.  Monitor : 15 VGA Colour.  Mouse : Logitech.  Ram : 512 Mb. SOFTWARE REQUIREMENTS:  Operating system : Windows XP/7/LINUX.  Implementation : NS2  NS2 Version : NS2.2.28  Front End : OTCL (Object Oriented Tool Command Language)  Tool : Cygwin (To simulate in Windows OS)