Mobile Smart Objects for Incidents Analysis in Railway Intelligent Control System

被引:8
作者
Chernov, Andrey, V [1 ]
Butakova, Maria A. [1 ]
Vereskun, Vladimir D. [1 ]
Kartashov, Oleg O. [1 ]
机构
[1] Rostov State Transport Univ, Rostov Na Donu, Russia
来源
PROCEEDINGS OF THE SECOND INTERNATIONAL SCIENTIFIC CONFERENCE INTELLIGENT INFORMATION TECHNOLOGIES FOR INDUSTRY (IITI'17), VOL 2 | 2018年 / 680卷
基金
俄罗斯基础研究基金会;
关键词
Incident analysis; Smart objects; Intelligent control system; Railways; IOT;
D O I
10.1007/978-3-319-68324-9_14
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper proposes a novel approach to designing an architecture and middleware for a new class of objects, smart mobile objects using in railway intelligent control systems for incident analysis purposes. Architecture, middleware and other related technologies suited for smart objects and current state-of-art in incident analysis and management systems in railway transport are presented. The main existed approaches to smart objects architecture and designing are described. As a possible realization of a new idea, a smart object concept based on reconfigurable hardware is proposed. The paper contains a hardware implementation of a rough-sets based controller for data preprocessing about incidents in the railway infrastructure management system.
引用
收藏
页码:128 / 137
页数:10
相关论文
共 21 条
[1]  
[Anonymous], 30141 ISOIEC CD
[2]  
[Anonymous], 2012, ARCH ENVIRON CON TOX, DOI [DOI 10.1007/S00244-011-9745-0, 10.1007/s00244-011-9745-0]
[3]  
Butakova MA, 2017, 2017 25TH TELECOMMUNICATION FORUM (TELFOR), P5
[4]  
Chemov AV, 2016, PROCEEDINGS OF THE XIX IEEE INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND MEASUREMENTS (SCM 2016), P228, DOI 10.1109/SCM.2016.7519736
[5]  
Chernov AV, 2015, 2015 23RD TELECOMMUNICATIONS FORUM TELFOR (TELFOR), P1, DOI 10.1109/TELFOR.2015.7377381
[6]  
Chernov Andrey V., 2016, ADV INTELLIGENT SYST, V451, P271
[7]  
Fortino G, 2014, INTERNET THINGS-TECH, P1, DOI 10.1007/978-3-319-00491-4
[8]  
Fortino G., 2012, 2012 Proceedings of IEEE 16th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2012), P907, DOI 10.1109/CSCWD.2012.6221929
[9]   A review about Smart Objects, Sensors, and Actuators [J].
Gonzalez Garcia, Cristian ;
Meana-Llorian, Daniel ;
Pelayo G-Bustelo, B. Cristina ;
Cueva Lovelle, Juan Manuel .
INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE, 2017, 4 (03) :7-10
[10]   Internet of Things (IoT): A vision, architectural elements, and future directions [J].
Gubbi, Jayavardhana ;
Buyya, Rajkumar ;
Marusic, Slaven ;
Palaniswami, Marimuthu .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2013, 29 (07) :1645-1660