A Self-organizing Architecture for Traffic Management

نویسندگان

  • Rym Zalila-Wenkstern
  • Travis Steel
  • Gary Leask
چکیده

In this paper we discuss the use of self-organizing architectures for traffic management systems. We introduce Soteria, a multi-layered, integrated, super-infrastructure for traffic safety enhancement and congestion reduction. We highlight Soteria’s use of microand macro-level models and its hybrid top-down/bottom-up strategy for traffic management. We then present a generic architecture that can be used to develop simulation systems for real world self-organizing systems. Lastly, we describe how this generic architecture can be instantiated to create the architecture of Matisse, a tailor made distributed simulation system for Soteria. Keywords-multi-agent systems; traffic management; simulation;

برای دانلود 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

Self-Organizing Resource Network for Traffic Accident Response

Traffic accidents are a common feature of the modern life. The paper proposes an approach addressing response to traffic accidents happened in a smart environment. The idea behind the approach is to self-organize resources of the environment according to the state of the situation caused by the accident. The resources self-organize a collaborative network that comprises physical devices, softwa...

متن کامل

Traffic Signal Control Modification Based on Self-Organizing in Indonesia

Traffic jam often occurs around the signalized intersection because each takes “stop-and-go cost” to pass through the intersection. Hence, traffic signal control has significant meanings in reducing the traffic jams efficiently. A modification method of traffic signal control management based on self-organizing is introduced. The self-organizing observed in non-linier coupled oscillators is ref...

متن کامل

Self-Organizing Traffic Control via Fuzzy Logic

We present an approach to self-organizing traffic signal control based on a fully distributed system of cooperative local controllers. The signal timing parameters at each intersection are adjusted by a local controller as functions of the local traffic condition and of the signal timing parameters at adjacent intersections. Each local controller uses a set of fuzzy decision rules to adjust the...

متن کامل

A Traffic Information Fusion Algorithm Based on Self Organizing Maps

Today with the rapid development of information technology, it is becoming more and more important to be able to share traffic information between various traffic management administrations. The purpose of this paper is to discuss a data fusion algorithm based on Self Organizing Maps (SOMs) for Integrated Traffic Information System (ITIS), which is one of an essential part of Intelligent Transp...

متن کامل

Evaluation of Information Applications of a Self-Organizing Distributed Traffic Information System for a Large-Scale Real-World Traffic Network

This article presents an evaluation of the system performance of a proposed self-organizing, distributed traffic information system based on vehicleto-vehicle information-sharing architecture. Using microsimulation, several information applications derived from this system are analyzed relative to the effectiveness and efficiency of the system to estimate traffic conditions along each individua...

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

برای دانلود 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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2009