350 rub
Journal Information-measuring and Control Systems №5 for 2016 г.
Article in number:
Mediator communication network concept for data processing in real time
Keywords:
Internet of things
wireless network
distributed ar-chitecture
multi-agent technology
medical diagnostics
Authors:
A.V. Ivaschenko - Dr.Sc. (Eng.), Associate Professor, Professor, Department «Information systems and technologies», Samara State Aerospace University. E-mail: anton.ivashenko@gmail.com
A.A. Minaev - Engineer, SONIIR (Samara). E-mail: minaev.aa@soniir.ru
M.Yu. Spodobaev - Ph.D. (Eng.), Associate Professor, Head of SONIIR (Samara). E-mail: mspd@soniir.ru
A.R. Diyazitdinova - Ph.D. (Eng.), Associate Professor, Povolzhskiy State University of Telecommunications and Informatics (Samara). E-mail: dijazitdinova@mail.ru
Abstract:
In this paper there is proposed a concept to develop a distributed architecture for data processing based on a mediator communication network. Under this concept there is proposed to increase autonomy of each sensor with the help of a specialized software implementing data pre-processing at sensor side and P2P interaction between the sensors in the process of data transfer. During such an interaction the data collection units implement not only the direct appointment but also participate in the process of data transfer between the other devices. Therefore the load of the data collecting devices is balanced in real time and the devices act both as mediators in the process of data exchange and as sensors in the process of data collection and processing. As an example there is described a solution for a distributed medical diagnosis system based on a network of autonomous sensors.
Pages: 56-64
References
- Sarjan V.K., Sushhenko N.A., Dubnov I.A., Dubnov JU.A., Sakhno S.V., Lutokhin A.S. Proshloe, nastojashhee i budushhee standartizacii interneta veshhejj // Trudy NIIR. 2014. № 1. S. 2 - 7.
- Jara A.J., Bocchi Y., Genoud D. Determining human dynamics through the Internet of Things // Proceedigs of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence (WI) and Intelligent Agent Technology (IAT), Atlanta, Georgia, USA. 2013. P. 109-113.
- Sahandi R., Noroozi S., Roushanbakhti G., Heaslip V., Liu Y.Wireless technology in the evolution of patient monitoring on general hospital wards // Journal of Medical Engineering and Technology. 34 (1). 2010. P. 51-63.
- Liu Y., Sahandi R. ZigBee network for remote patient monitoring // IEEE 22nd International Symposium on Information, Communication and Automation Technologies, Sarajevo, Bosnia & Herzegovina. 2009. P. 1-7.
- Batovrin V.K., Guljaev JU.V., Olejjnikov A.JA.Obespechenie interoperabelnosti - osnovnaja tendencija v razvitii otkrytykh sistem // Informacionnye tekhnologii i vychislitelnye sistemy, 2009. № 5. S. 7-15.
- Guljaev JU.V., ZHuravlev E.E., Olejjnikov A.JA.Metodologija standartizacii dlja obespechenija interoperabelnosti informacionnykh sistem shirokogo klassa. Analiticheskijj obzor // ZHurnal radioehlektroniki. 2012. № 3. 40 s.
- Schoder D.,Fischbach K. Peer-to-peer prospects. Communications of the ACM. 2003. V. 46.№ 2. P. 27-29.
- Ivaschenko A., Lednev A. Auction model of P2P interaction in multi-agent software // Proceedings of the 5th International Conference on Agents and Artificial Intelligence ICAART 2013. Barcelona, Spain. V.1. P. 431-434.
- Gorodeckijj V.I. Samoorganizacija i mnogoagentnye sistemy. I. Modeli mnogoagentnojj samoorganizacii // Izv. RAN. Teorija i sistemy upravlenija. 2012. № 2. S. 92-120.
- Ivashhenko A.V., Karsaev O.V., Skobelev P.O., Carev A.V., JUsupov R.M. Multiagentnye tekhnologii dlja razrabotki setecentricheskikh sistem upravlenija / Izv. JUzhnogo federalnogo universiteta. Tekhnicheskie nauki. 2011. № 3 (116). S. 11-23.
- Maturana F.P., Norrie D.H. A generic mediator for multi-agent coordination in a distributed manufacturing system. Systems, Man and Cybernetics // IEEE International Conference. 1995. V. 1. P. 952-957.
- Lin H. Architectural design of multi-agent systems: technologies and techniques / Ed. Hong Lin, Idea Group Inc (IGI) Global. 2007. 421 p.
- Pinninck A.P., Sierra C., Schorlemmer W.M. A multiagent network for peer norm enforcement / Autonomous Agents and Multi-Agent Systems. 2010. № 21(3). P. 397-424.
- Decentralized mediator in an Open Multi-Agent System. Rapport de stage. 2006. Ecole Polytechnique de l-Universit´e de Nantes, URL: http://www.les.inf.puc-rio.br/wiki/images/e/e8/ FinalRapport.pdf
- Prokhorov S.A. i dr. Prikladnojj analiz sluchajjnykh processov / pod red. S.A. Prokhorova. Samara: Izdatelstvo SNC RAN. 2007. 582 s.
- Ivaschenko A., Minaev A. Multi-agent solution for adaptive data analysis in sensor networks at the intelligent hospital ward // Lecture Notes in Computer Science LNCS 8610, Proceedings of the 10th International Conference on Active Media Technology AMT 2014, Warsaw, Poland, August 11-14. 2014. Springer International Publishing Switzerland 2014. P. 453-463.