Ilia Viksnin

Ilia Viksnin

Doctor of Engineering

About

41
Publications
2,416
Reads
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59
Citations

Publications

Publications (41)
Article
Full-text available
Unmanned aerial vehicles have large prospects for organizing territory monitoring. To integrate them into this sphere, it is necessary to improve their high functionality and safety. Computer vision is one of the vital monitoring aspects. In this paper, we developed and validated a methodology for terrain classification. The overall classification...
Preprint
Cyber-physical Systems’ security and safety assurance is a challenging research problem for Smart City concept development. Technical faults or malicious attacks over communication between its elements can jeopardize the whole system and its users. Reputation systems implementation is an effective measure to detect such malicious agents. Each agent...
Conference Paper
The paper describes a computer vision system for organizing a safe landing of an unmanned aerial vehicle in conditions of potential distortions of the input video information. A sequence of methods for image preprocessing was proposed. Firstly, it is necessary to conduct a contrast enhancement using histogram equalization. After that, a Gaussian fi...
Article
The active and healthy ageing paradigm is gaining momentum as technology is turning the futuristic scenarios envisioning smart homes into reality. An ecosystem of services and devices devoted to risk prevention, prediction and early intervention will support older people in extending the time they live independently. Despite the similarities found...
Article
Full-text available
The paper proposes a model for Smart Factory's elements informational interaction and organizing their functioning using smart contracts. An approach for modeling Smart Factory is based on the Enterprise Resource Planning organizational strategy, which assumes the division of the manufacturing process into modules, and is focused on continuous bala...
Conference Paper
Nowadays Smart Factory concept becomes a reality. We meet the greatest challenge of implementing autonomous manufacturing processes such as an organization of robots interaction in the framework of cyber-physical systems. This issue seems to be one of the most important, as it is considered as the basis of fully automated systems and provides mecha...
Conference Paper
Full-text available
The need to reduce costs and human involvement in the production processes has led to the development of new production approaches such as the Smart Factory concept. Smart Factory is the basis of Industry 4.0. The model of the information space provides a wide spectrum of opportunities for developers to implement new methods of information interact...
Article
Full-text available
With the growing number of cars in the world, there are corresponding problems that society needs to solve. In metropolises, intersections are generators of traffic jams and traffic accidents. The introduction of unmanned autonomous vehicles is one of the solutions to increase safety on the road. To avoid traffic jams, it is necessary to optimize r...
Chapter
Full-text available
In this paper, the authors proposed a set-theoretic model of the functioning of Smart Manufacturing (SM) system. As part of the work, an analysis of existing scientific works in the subject area was carried out. We focus on the description of the model of SM functioning as a cyber-physical system, as a result of which the physical and informational...
Article
Full-text available
Crossroads are the main traffic jam generators in densely populated cities. Unmanned vehicles and intelligent transportation systems can significantly reduce congestion and improve road safety by eliminating the main cause of traffic accidents—the human factor. However, full confidence in their safety is necessary. This paper addresses the contextu...
Article
The paper considers the problems of cybersecurity for distributed infocommunication networks, related to the violation of the access rights of the executable code of active data to network node resources (shared memory, radio channel reconfiguration, motion control functions, onboard node sensor).
Article
In this article, much attention is paid to pattern recognition quality, especially the visual information semantic integrity preservation. The main purpose is to find the ways of its possible improvement to the three basic stages of the pattern recognition process: image preparation, image processing, and classification. To avoid semantic integrity...
Chapter
Groups of unmanned aerial vehicles (UAVs) are considered in the context of territory monitoring. Preference is given to decentralized collective strategy of group management due to opportunity of providing consensual agent interaction with the help of common communication channel presence. For the correct group functioning there is a necessity in p...
Article
Full-text available
The paper discusses the methods of protecting information in mobile robotic systems. The problem of ensuring information security is formulated and the ways to solve it are considered. To ensure the information security of the system, a model for ensuring information security is proposed. One of the key aspects of ensuring information security is e...
Article
Subject of research. The research is focused on optimization management tasks of the ground unmanned vehicles in difficult conditions. We showed that it is possible to minimize passage time of road sections with narrowing and maintain security requirements in case of the centralized management. Method. A method of the unmanned cars movement is base...
Article
The paper presents the study of multi-agent robotic systems in the context of information security providing. The preference is given to decentralized collective strategy of group management due to secure and consensual agent interaction by common communication channel. For the correct and effective functioning of the robotic group there is a neces...
Article
We consider computer vision issues with a view to embed it into vehicles and automate the traffic process by detecting of objects and road users. Three basic stages of pattern recognition in the image are enumerated: image preparation for analysis, analysis, object classification. The search of methods that improve pattern recognition quality and p...
Chapter
Social networks are important part of society. Analysis of information flows and activity of users may provide different opportunities for scientist. However, existing methods and models for prediction of information flow couldn’t provide sufficient level of accuracy. Proposed method of information flow analysis is based on machine learning algorit...
Conference Paper
A model of human behavior in emergency situations in confined spaces with a complex structure. A distinctive feature of this model is that the information influence of the behavior of agents in the group is individual. The level of exposure to the influence of the information agent depends on the type, based on some factors, such as location relati...
Conference Paper
This paper discusses various approaches to the organization of information interaction of cyber-physical system's element. The authors model the system behavior in the presence of three possible approaches to the organization of information interaction. The first approach is based on the principle that everyone can communicate with everyone. The se...
Conference Paper
The work includes a brief overview of the new trends in the network models, review their weakness as well as the description of the new improved model. It is important to note that the results provided by the model are close as possible to the actual distribution.
Article
In this paper, we propose a traffic management system with agents acting on behalf autonomous vehicle at the crossroads. Alternatively to existing solutions based on usage of semiautonomous control systems with the control unit, proposed in this paper algorithm apply the principles of decentralized multi-agent control. Agents during their collabora...
Conference Paper
Swarm robotic systems are actively developed and widely studied in the world scientific practice. It is expected that multiagent, distributed approach to creating artificial intelligence of autonomous systems will allow to solve a great number of complex problems in the areas of environmental protection, medicine, cleaning, patrolling, etc. Thereby...
Conference Paper
This paper dwells on exposures’ analysis of open- environment operated swarm robotic systems. Flocking algorithms for swarm robotics, which use аlignment and averaging of direction in local communication radius (after С. Reynolds’ model) are considered. The problem where a small group of informed robots has to guide the swarm along a desired direct...

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