Basic Electronics for diploma students as per technical education Kerala Syll...
Sout12 06-2-302-1-30 - copie
1. Applying the Clustering
Approach in the Context of IoV
Application de l’Approche Clustering dans le Contexte
de l’IoV
Presented by: Mr. Oussama SENOUCI1
Supervised by: Dr. Zibouda ALIOUAT1
Co-Supervised by: Pr. Saad HAROUS2
1
LRSD Lab, Ferhat Abbas University
{senouci_oussama,zaliouat}@univ-setif.dz
2
College of Information Technology, United Arab Emirates University
harous@uaeu.ac.ae
June 12, 2019
2. Outline
1 Introduction
I) Context and Motivations
II) Fundamentals
2 State-of-the-art: Clustering in VANETs
3 Contributions
I) A New Heuristic Clustering Algorithm Based on RSU for IoV
II) A Multi-hop Clustering Approach over Vehicle-to-Internet
communication for VANETs
III) An Efficient Weight-Based Clustering Algorithm using
Mobility Report for IoV
4 Conclusions & Perspectives
5 List of publications
Applying the clustering approach in IoV Oussama SENOUCI 2/90
3. Outline
1 Introduction
I) Context and Motivations
II) Fundamentals
2 State-of-the-art: Clustering in VANETs
3 Contributions
I) A New Heuristic Clustering Algorithm Based on RSU for IoV
II) A Multi-hop Clustering Approach over Vehicle-to-Internet
communication for VANETs
III) An Efficient Weight-Based Clustering Algorithm using
Mobility Report for IoV
4 Conclusions & Perspectives
5 List of publications
Applying the clustering approach in IoV Oussama SENOUCI 3/90
4. Introduction
Context and Motivations
• The Intelligent Transportation System (ITS) has significantly
evolved, including VANETs;
• the emergence of the IoT developed VANET toward a new
paradigm called IoV;
• 75 billion of “things” will be connected to the Internet by 2025
among which vehicles will constitute a significant portion1
.
1Statistics conducted by Statista (The portal for statistics) from 2015 to 2025.
Applying the clustering approach in IoV Oussama SENOUCI 4/90
5. Introduction
Context and Motivations
• The Intelligent Transportation System (ITS) has significantly
evolved, including VANETs;
• the emergence of the IoT developed VANET toward a new
paradigm called IoV;
• 75 billion of “things” will be connected to the Internet by 2025
among which vehicles will constitute a significant portion1
.
1Statistics conducted by Statista (The portal for statistics) from 2015 to 2025.
Applying the clustering approach in IoV Oussama SENOUCI 4/90
6. Introduction
Context and Motivations
• The Intelligent Transportation System (ITS) has significantly
evolved, including VANETs;
• the emergence of the IoT developed VANET toward a new
paradigm called IoV;
• 75 billion of “things” will be connected to the Internet by 2025
among which vehicles will constitute a significant portion1
.
1Statistics conducted by Statista (The portal for statistics) from 2015 to 2025.
Applying the clustering approach in IoV Oussama SENOUCI 4/90
7. Introduction
Context and Motivations
• The Intelligent Transportation System (ITS) has significantly
evolved, including VANETs;
• the emergence of the IoT developed VANET toward a new
paradigm called IoV;
• 75 billion of “things” will be connected to the Internet by 2025
among which vehicles will constitute a significant portion1
.
1Statistics conducted by Statista (The portal for statistics) from 2015 to 2025.
Applying the clustering approach in IoV Oussama SENOUCI 4/90
8. Introduction
Context and Motivations
• IoV represents an emerging technology that allow the
development of advanced road transport applications that
improve conventional VANETs.
• There are several problems that limit their deployment.
• Application of clustering approach to address these problems
and improve their performance and deployment.
Applying the clustering approach in IoV Oussama SENOUCI 5/90
9. Introduction
Context and Motivations
• IoV represents an emerging technology that allow the
development of advanced road transport applications that
improve conventional VANETs.
• There are several problems that limit their deployment.
• Application of clustering approach to address these problems
and improve their performance and deployment.
Applying the clustering approach in IoV Oussama SENOUCI 5/90
10. Introduction
Context and Motivations
• IoV represents an emerging technology that allow the
development of advanced road transport applications that
improve conventional VANETs.
• There are several problems that limit their deployment.
• Application of clustering approach to address these problems
and improve their performance and deployment.
Applying the clustering approach in IoV Oussama SENOUCI 5/90
11. Introduction
Context and Motivations
• IoV represents an emerging technology that allow the
development of advanced road transport applications that
improve conventional VANETs.
• There are several problems that limit their deployment.
• Application of clustering approach to address these problems
and improve their performance and deployment.
Applying the clustering approach in IoV Oussama SENOUCI 5/90
12. Outline
1 Introduction
I) Context and Motivations
II) Fundamentals
2 State-of-the-art: Clustering in VANETs
3 Contributions
I) A New Heuristic Clustering Algorithm Based on RSU for IoV
II) A Multi-hop Clustering Approach over Vehicle-to-Internet
communication for VANETs
III) An Efficient Weight-Based Clustering Algorithm using
Mobility Report for IoV
4 Conclusions & Perspectives
5 List of publications
Applying the clustering approach in IoV Oussama SENOUCI 6/90
