Practical Application of Clustering Methods in Radar Signals Recognition System

Autor:	Jan Matuszewski
Rok vydání:	2020
Předmět:	Electromagnetic environment Computer science business.industry Binary decision diagram Pattern recognition Signal Distance measures law.invention law Recognition system Artificial intelligence Radar business Cluster analysis Radar signals
Zdroj:	Data-Centric Business and Applications ISBN: 9783030430696
DOI:	10.1007/978-3-030-43070-2_7
Popis:	The system of radar signals detection, analysis and recognition was described. The modern electronic recognition systems should react fast and with great accuracy in the extremely complex electromagnetic environment. The binary decision tree was applied at the beginning of grouping signals received from unknown sources. The paper presents some clustering methods to radar signal recognition based on the mathematical criteria. The concepts of this technique are described. The experiment results obtained for nearest neighbour method are presented. Clustering algorithm was tested for different methods of objects grouping and for various distance measures.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::f120762cda96c5abe28232e960787546 https://doi.org/10.1007/978-3-030-43070-2_7 Zobrazit plný text záznamu