The Method of Modeling the Characteristics of a Swarm of UAVs as an Object with Distributed Parameters Based on the Analysis of Interval Data

-A number of scientific studies using UAV swarms are considered. The expediency of developing mathematical models of UAV swarm characteristics as an object with distributed parameters for problems of interval data analysis is shown. A computational scheme for building model of the distribution of ha...

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Bibliographic Details
Published in:International Conference on Advanced Computer Information Technologies (Print) pp. 165 - 169
Main Authors: Dyvak, Mykola, Porplytsya, Natalia, Spivak, Iryna, Tymchyshyn, Vasyl, Krepych, Svitlana, Taraj, Martin
Format: Conference Proceeding
Language:English
Published: IEEE 21.09.2023
Subjects:
analysis of interval data
Analytical models
artificial bee colony
atmospheric pollution
Autonomous aerial vehicles
Computational modeling
Data analysis
Distributed databases
distributed parameters
Exhaust gases
Mathematical models
modeling the characteristics of a swarm of UAVs
nitrogen dioxide concentration
ISSN:2770-5226
Online Access:Get full text
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Summary:-A number of scientific studies using UAV swarms are considered. The expediency of developing mathematical models of UAV swarm characteristics as an object with distributed parameters for problems of interval data analysis is shown. A computational scheme for building model of the distribution of harmful emissions of vehicle exhaust gases is proposed. The verification of the built model was carried out on test data obtained for the specified observation area, which confirmed the sufficient prognostic properties of the model.
ISSN:2770-5226
DOI:10.1109/ACIT58437.2023.10275646