Simulation Study of Autonomous Vehicles’ Effect on Traffic Flow Characteristics including Autonomous Buses
المؤلفون المشاركون
Muhammad, Tanveer
Lu, Huapu
Kashmiri, Faizan Ahmad
Naeem, Hassan
Qi, Xin
Chia-Chun, Hsu
المصدر
Journal of Advanced Transportation
العدد
المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-17، 17ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2020-07-04
دولة النشر
مصر
عدد الصفحات
17
التخصصات الرئيسية
الملخص EN
Autonomous vehicles are expected to revolutionize the transportation industry.
The goal of this research is to study the heterogeneity in traffic flow dynamics by comparing different penetration rates of four different types of vehicles: autonomous cars (AC), autonomous buses (AB), manual cars (MC), and manual buses (MB).
For the purpose of this research, a modified cellular automata (CA) model is developed in order to analyze the effect of heterogeneous vehicles (manual and autonomous).
Previously, studies have focused on manual and autonomous cars, but we believe a gap in perception and analysis of mixed traffic still exists, as inclusion of other modes of autonomous vehicle research is very limited.
Therefore, we have explicitly examined the effect of the AB on overall traffic flow.
Moreover, two types of lane changing behavior (aggressive lane changing and polite lane changing) were also integrated into the model.
Multiple scenarios through different compositions of vehicles were simulated.
As per the results, if AB is employed concurrently with AC, there will be a significant improvement in traffic flow and road capacity, as equally more passengers can be accommodated in AB as AC is also anticipated to be used in carpooling.
Secondly, when the vehicles change the lanes aggressively, there is a substantial growth in the flow rate and capacity of the network.
Polite lane change does not significantly affect the flow rate.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Muhammad, Tanveer& Kashmiri, Faizan Ahmad& Naeem, Hassan& Qi, Xin& Chia-Chun, Hsu& Lu, Huapu. 2020. Simulation Study of Autonomous Vehicles’ Effect on Traffic Flow Characteristics including Autonomous Buses. Journal of Advanced Transportation،Vol. 2020, no. 2020, pp.1-17.
https://search.emarefa.net/detail/BIM-1175627
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Muhammad, Tanveer…[et al.]. Simulation Study of Autonomous Vehicles’ Effect on Traffic Flow Characteristics including Autonomous Buses. Journal of Advanced Transportation No. 2020 (2020), pp.1-17.
https://search.emarefa.net/detail/BIM-1175627
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Muhammad, Tanveer& Kashmiri, Faizan Ahmad& Naeem, Hassan& Qi, Xin& Chia-Chun, Hsu& Lu, Huapu. Simulation Study of Autonomous Vehicles’ Effect on Traffic Flow Characteristics including Autonomous Buses. Journal of Advanced Transportation. 2020. Vol. 2020, no. 2020, pp.1-17.
https://search.emarefa.net/detail/BIM-1175627
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1175627
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر