Green Information and Communication Systems for a Sustainable Future

3  Intelligent Transport Systems and Traffic Management

Pranav Arora and Deepak Kumar Sharma

Contents

3.1 Introduction

3.1.1 Basic Overview of Internal Transport Systems

3.1.2 History and Development of the System

3.2 Brief Introduction to Artificial Intelligence and Computer Vision

3.2.1 Neural Networks

3.2.2 Machine Learning

3.2.2.1 Supervised Machine Learning Algorithms

3.2.2.2 Unsupervised Machine Learning Algorithms

3.2.2.3 Reinforcement Machine Learning Algorithms

3.2.3 Supervised Machine Learning Algorithms

3.2.3.1 Training the System

3.2.3.2 Types of Supervised Learning

3.2.4 Computer Vision

3.3 Various Smart Transportation Models

3.3.1 Automated Self-Driving Cars

3.3.2 Smart Traffic Signals

3.3.3 Automatic Number Plate Recognition