Natural Computing for Vehicular Networks

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Doctoral Thesis
Natural Computing for Vehicular Networks
Programa Oficial de Postgrado de Tecnologías Informáticas
Departa...

 Vehicular Networks
 Natural Computing and VANET Optimization
2. Fundamentals
Jamal Toutouh Natural Computing for Vehicu...

 Vehicular Networks
 Natural Computing and VANETs Optimization
2. Fundamentals
Jamal Toutouh Natural Computing for Vehic...

VEHICLE-TO-VEHICLE COMMUNICATION COULD
CUT DOWN ON THE CRASH RATE BY 80 PERCENT
NATIONWIDE
Jamal Toutouh Natural Computing...

 Vehicular Networks
 Natural Computing and VANET Optimization
2. Fundamentals
Jamal Toutouh Natural Computing for Vehicu...

Jamal Toutouh Natural Computing for Vehicular Networks
 Road transport is capital for the quality of life in our modern
s...

Jamal Toutouh Natural Computing for Vehicular Networks
 Vehicular ad hoc networks (VANETs) interconnect vehicles and
infr...

Jamal Toutouh Natural Computing for Vehicular Networks
 File transferring and data routing
 dynamism in topology changes...

 Vehicular Networks
 Natural Computing and VANET Optimization
2. Fundamentals
Jamal Toutouh Natural Computing for Vehicu...

Jamal Toutouh Natural Computing for Vehicular Networks
 An Optimization Problem can be defined as a pair (S,f):
S is call...

Jamal Toutouh Natural Computing for Vehicular Networks
 Multi-objective Optimization:
 Find a set of solutions which sat...

 Natural Computing (NC) takes the inspiration from nature to
design algorithms for the solution of complex problems
 Fle...

Jamal Toutouh Natural Computing for Vehicular Networks
NC Algorithms Applied in this Thesis
Introduction Fundamentals Meth...

Jamal Toutouh Natural Computing for Vehicular Networks
 File transferring and data routing (before use)
Four off-line opt...

Jamal Toutouh Natural Computing for Vehicular Networks
1. Formulating the optimization problem
2. Defining realistic VANET...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Opt...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Off...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Off...

 Optimized protocols (cases of use)
VDTP (file transfer protocol); OLSR and AODV (routing protocols)
 Metrics
 Realisti...

 QoS targets:
transmission time
lost packets
total data transferred
Introduction Fundamentals Methodology Conclusions & F...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Off...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Val...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
OLS...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Off...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Off...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Off...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Off...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Off...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Off...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Off...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Off...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Off...

Introduction Fundamentals Methodology Conclusions & Future Work
Off-line VANET Optimization – Summary
Off-line VANET Optim...

Jamal Toutouh Natural Computing for Vehicular Networks
On-line Optimization of Vehicular Communications
Outline
4. Conclus...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
On-...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
On-...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
On-...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
On-...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
On-...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
On-...

Jamal Toutouh Natural Computing for Vehicular Networks
Smart Roadside Unit Placement
Outline
4. Conclusions and Future Wor...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Sma...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Sma...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Sma...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Sma...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Sma...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Sma...

Jamal Toutouh Natural Computing for Vehicular Networks
Real World VANET Experiments
Outline
4. Conclusions and Future Work...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Rea...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Rea...

Introduction Fundamentals Methodology Conclusions & Future Work
Jamal Toutouh Natural Computing for Vehicular Networks
Rea...

Jamal Toutouh Natural Computing for Vehicular Networks
Conclusions
Outline
4. Conclusions and Future Work
Introduction Fun...

Jamal Toutouh Natural Computing for Vehicular Networks
Conclusions
Conclusions
Introduction Fundamentals Methodology Concl...

Jamal Toutouh Natural Computing for Vehicular Networks
Conclusions
Conclusions
Introduction Fundamentals Methodology Concl...

Jamal Toutouh Natural Computing for Vehicular Networks
 Network performance evaluation
 The realism of the simulations p...

Jamal Toutouh Natural Computing for Vehicular Networks
Future Work
Future Work
Introduction Fundamentals Methodology Concl...

Jamal Toutouh Natural Computing for Vehicular Networks
Future Work
Future Work
Introduction Fundamentals Methodology Concl...

Doctoral Thesis
Natural Computing for Vehicular Networks
Universidad de Málaga
January 15th, 2016
Author:
Jamal Toutouh
ja...

Doctoral Thesis
Natural Computing for Vehicular Networks
Author:
Jamal Toutouh
jamal@lcc.uma.es
Supervisor:
Dr. Enrique Al...

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