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

العناوين الأخرى

تصميم و تطبيق نظام ذكي لاختناقات المرور : مراقبة و تحليل

مقدم أطروحة جامعية

Khaznh, Shirin Yusuf Muhammad

مشرف أطروحة جامعية

al-Ani, Muzhir Shaban

أعضاء اللجنة

Naum, Riyad Shakir
al-Hamami, Ala Husayn

الجامعة

جامعة عمان العربية

الكلية

كلية العلوم الحاسوبية و المعلوماتية

القسم الأكاديمي

قسم علم الحاسوب

دولة الجامعة

الأردن

الدرجة العلمية

ماجستير

تاريخ الدرجة العلمية

2012

الملخص الإنجليزي

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.

التخصصات الرئيسية

الهندسة المدنية

عدد الصفحات

69

قائمة المحتويات

• APA
• MLA
• AMA

لغة النص

الإنجليزية

نوع البيانات

رسائل جامعية

رقم السجل

BIM-526540