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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
مشرف أطروحة جامعية
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
عدد الصفحات
69
قائمة المحتويات
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.
نمط استشهاد جمعية علماء النفس الأمريكية (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
نمط استشهاد الجمعية الأمريكية للغات الحديثة (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
نمط استشهاد الجمعية الطبية الأمريكية (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
لغة النص
الإنجليزية
نوع البيانات
رسائل جامعية
رقم السجل
BIM-526540
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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