{"title":"Construction of the Optimal Information Exchange Scheme of an Adaptive Motion Control System for a Group of Unmanned Aerial Vehicles","authors":"L. N. Kazakov, E. P. Kubyshkin, D. E. Paley","doi":"10.3103/S0146411624700238","DOIUrl":null,"url":null,"abstract":"<p>This paper considers the problem of modeling an adaptive control system information exchange for a group of unmanned aerial vehicles (UAVs). The UAV group moves in accordance with the adaptive algorithm for optimal control. Optimal controls are constructed to ensure that the minimal total energy is expended. The parameters of the mathematical model of the movement of the UAV group are refined during the flight in accordance with the changing external conditions. In accordance with this, the control actions are specified. This task requires significant computing resources and imposes special requirements on the information exchange system between the UAV and the control point. A scheme of the information exchange between the UAV and the control point, which makes it possible to calculate the optimal parameters of the transmitting devices, is proposed.</p>","PeriodicalId":46238,"journal":{"name":"AUTOMATIC CONTROL AND COMPUTER SCIENCES","volume":"58 7","pages":"753 - 761"},"PeriodicalIF":0.6000,"publicationDate":"2025-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"AUTOMATIC CONTROL AND COMPUTER SCIENCES","FirstCategoryId":"1085","ListUrlMain":"https://link.springer.com/article/10.3103/S0146411624700238","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0
Abstract
This paper considers the problem of modeling an adaptive control system information exchange for a group of unmanned aerial vehicles (UAVs). The UAV group moves in accordance with the adaptive algorithm for optimal control. Optimal controls are constructed to ensure that the minimal total energy is expended. The parameters of the mathematical model of the movement of the UAV group are refined during the flight in accordance with the changing external conditions. In accordance with this, the control actions are specified. This task requires significant computing resources and imposes special requirements on the information exchange system between the UAV and the control point. A scheme of the information exchange between the UAV and the control point, which makes it possible to calculate the optimal parameters of the transmitting devices, is proposed.
期刊介绍:
Automatic Control and Computer Sciences is a peer reviewed journal that publishes articles on• Control systems, cyber-physical system, real-time systems, robotics, smart sensors, embedded intelligence • Network information technologies, information security, statistical methods of data processing, distributed artificial intelligence, complex systems modeling, knowledge representation, processing and management • Signal and image processing, machine learning, machine perception, computer vision