Estimation the Information Reservation Effectiveness of Unmanned Aerial Vehicle Information-control Systems
Year: 2017
Type: article
Abstract: The paper deals with the questions of analysis and estimation the methods of information reservation efficiency increase for information-control systems of unmanned aerial vehicles. The methods of parallel, sequential, modular and combined information reservation are considered in the article. A mathematical model for estimating efficiency the various kinds of information reservation is obtained in the article. The information criterion in the form of entropy is used as a criterion for estimation the effectiveness of information reservation. The information criterion is calculated as the difference the information entropy in the case of information reservation and the information entropy of a single source of information. This criterion can be used as a general criterion for assessing the quality of various methods of information reservation for information-control systems of unmanned aerial vehicles. Mathematical modeling of parallel, sequential, combined information reservation, modular information reservation of the first and second hierarchy is carried out in the work, provided that information sources are characterized by low reliability and veracity of information. According to the results of mathematical modeling, it is shown that the most informative is the modular information reservation of the second hierarchy, as well as the modular information reservation of the first hierarchy and the combined information reservation.
Source: Electronics and Control Systems
Institution: National Transport University
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W2792425212