Traffic Condition Detection Algorithm (TCDA) For VANET Nodes In Wireless Intelligent Transportation Information Systems

نویسندگان

  • Emadeddin A. Gamati
  • Evtim Peytchev
  • Richard Germon
چکیده

is one of the modern approaches for exchanging and generating traffic information with (yet to be realised) potential to improve road safety, driving comfort and traffic control. In this paper, we present a novel algorithm which is based on V2V communication, in-vehicle sensor information and inter-vehicle collaboration which can be used to detect road conditions and determine the geographical area where this road condition exists – e.g. area where there is increased traffic density, unusual traffic behaviour, a range of weather conditions (raining), etc. The built-in automatic geographical restriction of the data collection, aggregation and dissemination mechanisms allows warning messages to be received by other cars, not necessarily sharing the identified road condition, which may then be used to identify the optimum route taken by the vehicle e.g. to avoid bottlenecks or dangerous areas including accidents or congestion on their current routes. The Traffic Condition Detection Algorithm (TCDA)-which we propose here-is simple, flexible and fast and does not rely on any kind of roadside infrastructure equipment. It could offer a live road condition information channel at-almost-no cost to the drivers and public/private traffic agencies and has the potential to become an indispensable part of any future intelligent traffic system (ITS). The benefits from applying this algorithm in traffic networks are identified and quantified through building a simulation model using Network Simulator II (NS2).

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Vehicular Networks: A Survey on Architecture, Communication Technologies and Applications

The Intelligent Transportation System (ITS) provides wireless and mobile communication between vehicles and infrastructure to improve the safety of transportation and make the journey more enjoyable. This system consists of many fixed and mobile nodes (Vehicles, Trains, Vessels, Air planes), Wireless and Wired Telecommunication Technologies to exchange information between mobile nodes or betwee...

متن کامل

User-based Vehicle Route Guidance in Urban Networks Based on Intelligent Multi Agents Systems and the ANT-Q Algorithm

Guiding vehicles to their destination under dynamic traffic conditions is an important topic in the field of Intelligent Transportation Systems (ITS). Nowadays, many complex systems can be controlled by using multi agent systems. Adaptation with the current condition is an important feature of the agents. In this research, formulation of dynamic guidance for vehicles has been investigated based...

متن کامل

A Smart Hybrid System for Parking Space Reservation in VANET

Nowadays, developed and developing countries using smart systems to solve their transportation problems. Parking guidance intelligent systems for finding an available parking space, are considered one of the architectural requirements in transportation. In this paper, we present a parking space reservation method based on adaptive neuro-fuzzy system(ANFIS) and multi-objective genetic algorithm....

متن کامل

استراتژیهای کوتاهترین مسیر در هدایت پویای وسیله نقلیه مبتنی بر معیار سطح سرویس- رویکرد الگوریتم ژنتیک ترکیبی

  Dynamic route guidance system is an important section of intelligent transportation systems. The main core of this system is computation of shortest path based on the real-time information. In this research the formulation of dynamic guidance of vehicle has been presented based on characteristics of intelligent transportation systems and using the general level of service criteria which inclu...

متن کامل

Applications of Chaos Sequence in Intelligent Transportation System

Vehicular Ad-Hoc Network (VANET) is an essential technology to improve safety and efficiency of Intelligent Transportation System (ITS), it provides vehicle to vehicle as well as vehicle to roadside unit (RSU) wireless communications, so that on board unit (OBU) located in vehicles can share messages related to road traffic with not only other OBU in the same VANET but also transportation manag...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2011