INTELLIGENT CONTROL SYSTEM FOR WSN AND MANET

Authors

  • Olexandr Lysenko Professor of Telecommunication dep., Institute of telecommunication systems, National technical university of Ukraine «Igor Sikorsky Kyiv polytechnic institute», doctor of technical sciences, professor, Kyiv, Ukraine., https://orcid.org/0000-0002-6218-2327
  • Miroslav Sparavalo honorary professor of Telecommunication dep., Institute of telecommunication systems, National technical university of Ukraine «Igor Sikorsky Kyiv polytechnic institute», Doctor of Physical and Mathematical Sciences, New York, USA., https://orcid.org/0000-0002-1103-7605
  • Valery Romaniuk Colonel, Deputy Chief of MITI ( Military Institute of Telecommunications and Informatization ) for scientific work, doctor of technical sciences, professor, Kyiv, Ukraine., https://orcid.org/0000-0002-6218-2327
  • Stanislav Valuiskyi docent (associate professor) of Telecommunication dep., Institute of telecommunication systems, National technical university of Ukraine «Igor Sikorsky Kyiv polytechnic institute», PhD, Kyiv, Ukraine., https://orcid.org/0000-0002-6625-9969

DOI:

https://doi.org/10.20535/2411-2976.22019.12-21

Keywords:

WSN, MANET, UAV, control, agent.

Abstract

Background. New hierarchical model of intelligent control system (ICS) for wireless sensor (WSN) and mobile adhoc networks (MANET) is proposed. There was formulated a mathematical statement of the problem of finding a rational WSN topology using unmaned aerial vehicals (UAVs), which consists of a problem of sensor localization in monitoring zone and a problem of UAV relay localization in the space for the organization of connected network with desired characteristics.
Objective. The aim of the paper is to develop the hierarchical model for intelligent agents interaction for the MANET or sensor class radio network control system development.
Methods. We use mathematical methods and algorithms (graph theory, vector optimization methods, fuzzy algorithms, dynamic programming algorithm) and computer simulation to describe hierarchical model of intelligent control system for WSN and MANET.
Results. The novelty of the model lies in using the graph theory to make a formal description of the functional subsystems of the network ICS (vertices of the graph) and their interaction processes (edges of the graph). Using the proposed model can accelerate and systemize the network design process considering their functioning environment and
hierarchical structure of their ICS.
Conclusions. Using the intellectual agents technology and multiagent systems allows minimizing the service traffic and use network and node resources more efficiently.

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