Design and implementation of intelligent traffic congestion system : monitoring and analysis approach

Other Title(s)

تصميم و تطبيق نظام ذكي لاختناقات المرور : مراقبة و تحليل

Dissertant

Khaznh, Shirin Yusuf Muhammad

Thesis advisor

al-Ani, Muzhir Shaban

Comitee Members

Naum, Riyad Shakir
al-Hamami, Ala Husayn

University

Amman Arab University

Faculty

Collage of Computer Sciences and Informatics

Department

Department of Computer Science

University Country

Jordan

Degree

Master

Degree Date

2012

English Abstract

Through this thesis, the primary focus was to reduce the complexities in the information available from the mobile telecommunication companies, from their telecommunication towersabout the road users, in order to be able to notice and predict traffic jams in roads, reduce these jams and provide the ability to proactively interact with certain roads, at certain period of times from the historical data analyzed.

The followed methodology worked on utilizing the existing infrastructure in a proper manner to increase the collection of information that is available at the Telecommunications Companies, and scattered data available in an intelligent manner that allows smooth usage of the roads at all times.

In this thesis we analyzedthe traffic load within Jamal Abdulnasser Street and ALdakhleya Circle for two months and collected the readings at different time periods which explain the load of vehicles utilizing this street.At the end of this thesis, the complexities in the data collected from telecommunication operators were solved through cleansing it within an automated process, which covered different algorithms to control data at different stages.

Thisprocess provides the ability to benefit from this valuable information that is available historically for analysis and review.

The conclusion was that the algorithms used in cleansing data turned the huge unmanageable data into intelligent information that produced business intelligence reports which provide the ability to analyze and forecast information collected.Moreover, the cost of implementing this solution is not high due to the dependency on available infrastructure.

Main Subjects

Civil Engineering

No. of Pages

69

Table of Contents

• APA
• MLA
• AMA

Language

English

Data Type

Arab Theses

Record ID

BIM-526540