Валерий Романюк - Academia.edu (original) (raw)

Papers by Валерий Романюк

2021 IEEE International Conference on Information and Telecommunication Technologies and Radio Electronics (UkrMiCo), 2021

To improve the efficiency of special software for the control system for data collection of wirel... more To improve the efficiency of special software for the control system for data collection of wireless sensor networks, it is proposed to use telecommunication aerial platforms. The paper improves the method of collecting telecommunication aerial platforms monitoring data from the main nodes of clusters through a new approach to network clustering.

Information and telecommunication sciences, Dec 21, 2021

Наука і техніка Повітряних Сил Збройних Сил України, 2015

International Crimean Conference Microwave and Telecommunication Technology, Nov 3, 2011

The integrated model of Ad-Hoc network intellectual control system is proposed. Model suggests us... more The integrated model of Ad-Hoc network intellectual control system is proposed. Model suggests using of artificial intelligence methods for providing ability of a radio network to self-organization, and also adaptation of network elements to the different operating conditions.

International Crimean Conference Microwave and Telecommunication Technology, Sep 1, 2012

The hierarchical construction model of the tactical radio networks intellectual control systems i... more The hierarchical construction model of the tactical radio networks intellectual control systems is presented in the article. A model allows realizing decomposition of mobile radio networks operative management tasks on the recursive sequence of components: tasks related to node management and its adaptation to the different operating conditions are solved at the node level; planning and mobile radio network management tasks are solved at the network level.

The problem of constructing a control system by non-uniform wireless sensor sensors (WSN) is cons... more The problem of constructing a control system by non-uniform wireless sensor sensors (WSN) is considered. A new paradigm for constructing of a control system for wireless sensor network is proposed — subsystem of coordination and integration of functions monitoring and telecommunications subsystem introduced.

Včenì zapiski Tavrìjsʹkogo nacìonalʹnogo unìversitetu ìmenì V. Ì. Vernadsʹkogo, 2021

Information and telecommunication sciences, Jun 28, 2020

Eastern-European Journal of Enterprise Technologies, Aug 31, 2022

COMPUTER-INTEGRATED TECHNOLOGIES: EDUCATION, SCIENCE, PRODUCTION

The analysis and classification of the tasks of managing communication aerial platforms belonging... more The analysis and classification of the tasks of managing communication aerial platforms belonging to the FANET class was carried out. Possible control objects and main optimization parameters in air communication networks according to the levels of the OSI reference model are given. A set of target functions of the management of communication air networks is defined, their relationship and the order of use by the network management system when making decisions on the management of node and network resources are determined.

Lecture notes in networks and systems, Nov 18, 2022

Scientific notes of Taurida National V.I. Vernadsky University. Series: Technical Sciences

Background. New hierarchical model of intelligent control system (ICS) for wireless sensor (WSN) ... more 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 f...

Eastern-European Journal of Enterprise Technologies

Wireless sensor networks are becoming increasingly important in both the civilian and military fi... more Wireless sensor networks are becoming increasingly important in both the civilian and military fields. The object of this study is the process of collecting data by a telecommunication aerial platform from network nodes under conditions of their remoteness from the telecommunication infrastructure. Most available papers consider a solution to partial problems related to the process of data acquisition by a telecommunication aerial platform: clustering of the network, search for the shortest flight route, minimization of energy costs of nodes, etc. Therefore, an improved method of direct data collection by a telecommunication air platform is proposed, which consistently and comprehensively solves these problems. Unlike existing methods, it takes into consideration several objective functions (optimization of data collection time by a telecommunication air platform and a network functioning time), parameters of the state of nodes and clusters, as well as makes it possible to obtain so...

Background. To implement the process of collecting UAV monitoring data from sensor nodes in the w... more Background. To implement the process of collecting UAV monitoring data from sensor nodes in the wireless sensor networks (WSN) control system, it is necessary to implement appropriate methods and algorithms. To increase the efficiency of the data collection process in the WSN, it is clustered, the main cluster nodes are selected that collect monitoring data in the cluster and transmit this data to the UAV when it approaches. The methods proposed today for collecting data from nodes of sensor networks using UAVs do not consider the requirements of various target control functions, especially the functioning ofspecific networks and require further improvement.Objective. The aim of the work is to analyze and consider ways to improve the efficiency of the process of collecting data from sensor nodes of the WSN using UAVs during its clustering.Methods. In contrast to the traditional ways to solve the problem of collecting UAV monitoring data from WSN nodes, a set of methods is proposed t...

Background. Wireless sensor networks using telecommunication airplatforms for monitoring data col... more Background. Wireless sensor networks using telecommunication airplatforms for monitoring data collection belong to the class of complex, multifunctional, dynamic systems. To increase the efficiency of functioning of this class of networks, it is necessary to develop methods that allow achieving various target functions of network management: increase the time of network functioning, reduce the time of data collection, minimize the resources consumed. An integral part of the wireless sensor network management system is the subsystem of control over data collection from nodes using telecommunication airplatforms. When managing the process of data collection there are scientific tasks: finding the minimum number of points (nodes) of data collection, building the shortest flight routes of these points, defining flight strategies, ensuring the quality ofdata exchange, increasing the time of network operation. At present, there are no effective methods and algorithms to solve these scient...

Information and Telecommunication Sciences, 2021

Background. The article presents the results of a study of methods of positioning, localization a... more Background. The article presents the results of a study of methods of positioning, localization and data collection from nodes of a mobile wireless sensor network using intelligent adaptive telecommunication air platforms. To implement the study of this research topic, an analysis of literary sources on this topic was carried out. Based on a fairly rich bibliographic material, this work has the main task of examining, analyzing and systematizing already known approaches to positioning objects in wireless sensor networks using intelligent adaptive telecommunication air platforms and suggesting options for their development. Objective. The aim of the work is to improve the methods of direct data collection of TA from the nodes of BSM, the general directions of synthesis of which are defined in the work. Methods. Methods of cluster analysis (network clustering), graph theory (research of analytical models of BSM with TA functioning, construction of cluster topology), theory of telecomm...

Integrated Computer Technologies in Mechanical Engineering, 2020

One the main problem during development of self-organized networks such as wireless sensor (WSN) ... more One the main problem during development of self-organized networks such as wireless sensor (WSN) and mobile ad-hoc networks (MANET) is creation of effective control system, which can cover a lot of management tasks such as topology management, routing management, radio resource management, security management, quality of service management etc. For this purpose it proposed hierarchical model of intelligent control system for WSN and MANET described in Sect. 1. The novelty of the model lies in using the graph theory to make a formal description of the functional subsystems of the network (vertices of the graph) and their interaction processes (edges of the graph). Using of proposed model can accelerate and systemize the network design process considering their functioning environment and hierarchical structure of their control system. Using of intellectual agents technology and multiagent systems allows to minimize the service traffic and use network and node resources more efficiently. One particular management task intended to plan the optimal topology of network nodes is described in Sect. 2. There was formulated a mathematical statement of the problem of finding a rational WSN topology using unmanned aerial vehicles (UAVs), which consists of problem of sensor localization in monitoring zone and problem of UAV relays localization in the space for the organization of connected network with desired characteristics. Rational WSN topology, built according to these principles, will reduce traffic and reduce energy consumption at the nodes, which in turn will increase network lifetime and reduce the total cost of its maintenance.

2018 14th International Conference on Advanced Trends in Radioelecrtronics, Telecommunications and Computer Engineering (TCSET), 2018