An Algorithm for Planning Information Exchange Based on On-Board Resource-Saving Data Preprocessing Using the Bayesian Approach

Abstract. The substantiation, content and research of the algorithm for planning resource-saving information exchange in conditions of a priori uncertainty of the quality of transmitted data is presented. The formulation of the task of planning information exchange is given, taking into account the analysis of data quality. The results of simulation modeling of information exchange processes using the considered algorithm are reflected. The proposed algorithm can be used to organize data transmission in distributed real-time information systems with limited energy and time resources.

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Publication Details

Journal
Intellectual Technologies on Transport
Published
2024-12-30
DOI
https://doi.org/10.20295/2413-2527-2024-440-24-30
Citations
1
Primary Topic
Advanced Data Processing Techniques
Type
article
Field-Weighted Citation Impact
0.33
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article

An Algorithm for Planning Information Exchange Based on On-Board Resource-Saving Data Preprocessing Using the Bayesian Approach

Aleksandr Basyrov, Fayruz Fakhro
1 citations
Intellectual Technologies on Transport
Advanced Data Processing Techniques
0.33
article

An Algorithm for Planning Information Exchange Based on On-Board Resource-Saving Data Preprocessing Using the Bayesian Approach

Aleksandr Basyrov, Fayruz Fakhro
article en
1 citations

Abstract

Abstract. The substantiation, content and research of the algorithm for planning resource-saving information exchange in conditions of a priori uncertainty of the quality of transmitted data is presented. The formulation of the task of planning information exchange is given, taking into account the analysis of data quality. The results of simulation modeling of information exchange processes using the considered algorithm are reflected. The proposed algorithm can be used to organize data transmission in distributed real-time information systems with limited energy and time resources.

Intellectual Technologies on TransportVol. 0(4)
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Advanced Data Processing Techniques
0.33
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