Linear-logical decision-making algorithm for signal processing
Introduction. Heuristic synthesis is used to improve the efficiency of reception and processing of discrete signals under aprior information pressure. The analysis of the decisionmaking algorithm for the linear-logical processing of discrete signals in case of the incomplete aprior data on their par...
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| Format: | Article |
| Language: | Russian |
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Don State Technical University
2018-12-01
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| Series: | Advanced Engineering Research |
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| Online Access: | https://www.vestnik-donstu.ru/jour/article/view/1432 |
| _version_ | 1826564907879890944 |
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| author | V. S. Plaksienko |
| author_facet | V. S. Plaksienko |
| author_sort | V. S. Plaksienko |
| collection | DOAJ |
| description | Introduction. Heuristic synthesis is used to improve the efficiency of reception and processing of discrete signals under aprior information pressure. The analysis of the decisionmaking algorithm for the linear-logical processing of discrete signals in case of the incomplete aprior data on their parameters is presented. The work objective is to develop and analyze the efficiency of the linear-logical algorithms.Materials and Methods. New mathematical algorithms for the signal reception and processing, effective under conditions of a priori uncertainty, are proposed. They are based on the consideration of the structure of emissions and process exceedance in the signal processing channels.Research Results. Linear-logical algorithms for processing discrete signals are developed. They are based on the consideration of one, two and more detailed characteristics of emissions or exceedance of random processes.Discussion and Conclusion. The results obtained can be useful in the synthesis of algorithms and devices for the signal reception and processing. Algorithms and devices are implemented both in an analog form and in the form of algorithms for computers. The simulation programs for the signal processing under conditions of the considerable uncertainty of aprior information on the signals and the channels of their distribution are developed. |
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| format | Article |
| id | doaj.art-349104962540480ba1d9f8fc664d2776 |
| institution | Directory Open Access Journal |
| issn | 2687-1653 |
| language | Russian |
| last_indexed | 2025-03-14T10:27:19Z |
| publishDate | 2018-12-01 |
| publisher | Don State Technical University |
| record_format | Article |
| series | Advanced Engineering Research |
| spelling | doaj.art-349104962540480ba1d9f8fc664d27762025-03-02T11:04:27ZrusDon State Technical UniversityAdvanced Engineering Research2687-16532018-12-0118438539110.23947/1992-5980-2018-18-4-385-3911384Linear-logical decision-making algorithm for signal processingV. S. Plaksienko0Institute for Radiotechnical Systems and Control, Southern Federal UniversityIntroduction. Heuristic synthesis is used to improve the efficiency of reception and processing of discrete signals under aprior information pressure. The analysis of the decisionmaking algorithm for the linear-logical processing of discrete signals in case of the incomplete aprior data on their parameters is presented. The work objective is to develop and analyze the efficiency of the linear-logical algorithms.Materials and Methods. New mathematical algorithms for the signal reception and processing, effective under conditions of a priori uncertainty, are proposed. They are based on the consideration of the structure of emissions and process exceedance in the signal processing channels.Research Results. Linear-logical algorithms for processing discrete signals are developed. They are based on the consideration of one, two and more detailed characteristics of emissions or exceedance of random processes.Discussion and Conclusion. The results obtained can be useful in the synthesis of algorithms and devices for the signal reception and processing. Algorithms and devices are implemented both in an analog form and in the form of algorithms for computers. The simulation programs for the signal processing under conditions of the considerable uncertainty of aprior information on the signals and the channels of their distribution are developed.https://www.vestnik-donstu.ru/jour/article/view/1432decision rulesheuristic synthesisreception and processing of discrete signalsprobability distribution densitiesemissions and exceedance of random processes |
| spellingShingle | V. S. Plaksienko Linear-logical decision-making algorithm for signal processing Advanced Engineering Research decision rules heuristic synthesis reception and processing of discrete signals probability distribution densities emissions and exceedance of random processes |
| title | Linear-logical decision-making algorithm for signal processing |
| title_full | Linear-logical decision-making algorithm for signal processing |
| title_fullStr | Linear-logical decision-making algorithm for signal processing |
| title_full_unstemmed | Linear-logical decision-making algorithm for signal processing |
| title_short | Linear-logical decision-making algorithm for signal processing |
| title_sort | linear logical decision making algorithm for signal processing |
| topic | decision rules heuristic synthesis reception and processing of discrete signals probability distribution densities emissions and exceedance of random processes |
| url | https://www.vestnik-donstu.ru/jour/article/view/1432 |
| work_keys_str_mv | AT vsplaksienko linearlogicaldecisionmakingalgorithmforsignalprocessing |