Agent-Based Cloud Computing Systems for Traffic Management

被引:24
作者
Vascak, Jan [1 ]
Hvizdos, Jakub [1 ]
Puheim, Michal [1 ]
机构
[1] Tech Univ Kosice, Fac Elect Engn & Informat, Dept Cybernet & Artificial Intelligence, Kosice, Slovakia
来源
2016 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT NETWORKING AND COLLABORATIVE SYSTEMS (INCOS) | 2016年
关键词
SIMULATION;
D O I
10.1109/INCoS.2016.80
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The need for a safe and economically efficient traffic represents a challenge for creating traffic management systems. This paper deals with merging three basic concepts, namely cloud-based technologies, agent-based approaches and fuzzy cognitive maps to solve the localisation and path planing for several vehicles of different types in the form of independent agents, which communicate with a supervisory system located on the cloud. The proposed system was directly tested on a playground and obtained results were analysed using several selected criteria. Finally, some further possibilities of potential utilization and future research are mentioned.
引用
收藏
页码:73 / 79
页数:7
相关论文
共 27 条
[1]   A View of Cloud Computing [J].
Armbrust, Michael ;
Fox, Armando ;
Griffith, Rean ;
Joseph, Anthony D. ;
Katz, Randy ;
Konwinski, Andy ;
Lee, Gunho ;
Patterson, David ;
Rabkin, Ariel ;
Stoica, Ion ;
Zaharia, Matei .
COMMUNICATIONS OF THE ACM, 2010, 53 (04) :50-58
[2]   A review on agent-based technology for traffic and transportation [J].
Bazzan, Ana L. C. ;
Klugl, Franziska .
KNOWLEDGE ENGINEERING REVIEW, 2014, 29 (03) :375-403
[3]  
Cheein FA, 2015, IEEE INT C INT ROBOT, P6495, DOI 10.1109/IROS.2015.7354305
[4]   Computer Simulation of Traffic Flow Based on Cellular Automata and Multi-agent System [J].
Chmielewska, Magda ;
Kotlarz, Mateusz ;
Was, Jaroslaw .
PARALLEL PROCESSING AND APPLIED MATHEMATICS, PPAM 2015, PT II, 2016, 9574 :517-527
[5]  
Fiosina J, 2012, ADV INTEL SOFT COMPU, V151, P255
[6]   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
[7]  
Han Z, 2015, CHIN CONT DECIS CONF, P6378, DOI 10.1109/CCDC.2015.7161966
[8]  
Hassan Q.F., 2011, CrossTalk, P16
[9]  
Hvizdos J, 2015, IEEE INT CONF INTELL, P113, DOI 10.1109/INES.2015.7329649
[10]  
Jamshidnejad A, 2015, 2015 EUROPEAN CONTROL CONFERENCE (ECC), P3041, DOI 10.1109/ECC.2015.7331000