Convergent platform for multi-agent data processing in the “Smart Road” system

Journal Title: Wireless Communication Technology - Year 2018, Vol 2, Issue 3

Abstract

In the article, the multi-agent platform for convergent sensor data processing in a monitoring system for Smart Road Infrastructure are considered. The platform works with a network of spatially distributed photo-radar complexes, which in real time record road accidents. The paper discusses tools for collection of road accident’s photo and video data fixation, data mining and forecasting of transport incidents, depending on various factors (meteorological, social, operational, etc.). The results of monitoring and analysis of traffic accidents, fixed by an intelligent monitoring system with photo-radar complexes are considered. The connection between the complexes and the data processing center using a heterogeneous wireless network is established. A multi-agent approach developed to address the tasks of sensor data collecting and processing. Convergent approach is the convergence of cloud, fog and mobile data processing technologies. The structure of the neural network is adapted to the diagnosing problems and forecasting. The tasks of intellectual analysis and forecasting traffic accidents solved. The hybrid fuzzy neural network synthesized. Because the comparison of time series of traffic accidents and time series of meteorological factors, it established that the presence of factors to become determinants for an abnormal change in the traffic situation in controlled areas. The monitoring system is a part of Smart Road Infrastructure within the framework of the Smart & Safe City concept.

Authors and Affiliations

Alexey Finogeev, Anton Finogeev, Irina Nefedova, Artur Lyapin

Keywords

Related Articles

Convergent platform for multi-agent data processing in the “Smart Road” system

In the article, the multi-agent platform for convergent sensor data processing in a monitoring system for Smart Road Infrastructure are considered. The platform works with a network of spatially distributed photo-radar c...

Single Fault tolerance Method for Protection Data Flow in the MPLS Network

This paper presents efficient methods for rerouting traffic in the Multiprotocol Label Switching (MPLS) network, when a fault occurs in the working link. The proposed methods have been designed to handle single fault bas...

A Detailed Study on LDPC Encoding Techniques

This survey deals with LDPC encoding techniques. Different types of error detection and correction codes have been studied. BHC codes, Turbo code, LDPC Codes, Hamming codes are some of the vast classes of codes. Low Deco...

Information retrieval in two-tier VANET/P2P using RSU as a superpeer

Since traffic is increasing considerably day by day so information exchange for vehicular environment is very important to increase safety and to provide proper guidance of road side services available to driver during j...

Anti-interference technology of communication system

Communication modernization is an important symbol of human societies as we enter into the information age. An important problem encountered in modern communication is interference. With the development of communication...

Download PDF file
  • EP ID EP679053
  • DOI -
  • Views 246
  • Downloads 0

How To Cite

Alexey Finogeev, Anton Finogeev, Irina Nefedova, Artur Lyapin (2018). Convergent platform for multi-agent data processing in the “Smart Road” system. Wireless Communication Technology, 2(3), -. https://europub.co.uk/articles/-A-679053