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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
Thesis advisor
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
No. of Pages
69
Table of Contents
Table of contents.
Abstract.
Abstract in Arabic.
Chapter One : Introduction.
Chapter Two : Cellular mobile network structure.
Chapter Three : Implemented system.
Chapter Four : Results and analysis.
Chapter Five : Conclusion and future work.
References.
American Psychological Association (APA)
Khaznh, Shirin Yusuf Muhammad. (2012). Design and implementation of intelligent traffic congestion system : monitoring and analysis approach. (Master's theses Theses and Dissertations Master). Amman Arab University, Jordan
https://search.emarefa.net/detail/BIM-526540
Modern Language Association (MLA)
Khaznh, Shirin Yusuf Muhammad. Design and implementation of intelligent traffic congestion system : monitoring and analysis approach. (Master's theses Theses and Dissertations Master). Amman Arab University. (2012).
https://search.emarefa.net/detail/BIM-526540
American Medical Association (AMA)
Khaznh, Shirin Yusuf Muhammad. (2012). Design and implementation of intelligent traffic congestion system : monitoring and analysis approach. (Master's theses Theses and Dissertations Master). Amman Arab University, Jordan
https://search.emarefa.net/detail/BIM-526540
Language
English
Data Type
Arab Theses
Record ID
BIM-526540