![Scientific and technical journal «Priborostroenie»](/images/mag-pr.png)
INVESTIGATION OF STREAM CLUSTERING ALGORITHMS WHEN SOLVING THE PROBLEM OF SMALL SPACECRAFT TELEMETRY DATA ANALYSIS
![Scientific and technical journal «Priborostroenie»](/images/mag-pr.png)
Annotation
The problem of analysis of telemetry data of small spacecraft onboard equipment aimed at identification of its functioning state, is considered. Algorithms of stream clustering in solving this problem are studied. It is noted that the use of such algorithms makes it possible to single out the cluster data structure, as well as to trace its dynamics together with the automatic detection of abrupt changes associated both with a change in the state of onboard equipment systems functioning, and with the possible appearance of failures in their operation.
Keywords
Постоянный URL
Articles in current issue
- METHODOLOGICAL AND METHODICAL BASES FOR CREATING AND USING INTEGRATED SYSTEMS OF DECISION-MAKING SUPPORT
- SOFTWARE AND MATHEMATICAL SUPPORT FOR COMPLEX OBJECTS MODERNIZATION
- FUZZY-PROBABILISTIC APPROACH TO FORMALIZING AND USING EXPERT KNOWLEDGE TO EVALUATE COMPLEX OBJECTS STATES
- METHOD FOR CONDUCTING SYNERGETIC OBSERVATIONS OF PROCESSES ON BOARD A SPACECRAFT
- INVESTIGATION OF STREAM CLUSTERING ALGORITHMS WHEN SOLVING THE PROBLEM OF SMALL SPACECRAFT TELEMETRY DATA ANALYSIS
- TECHNOLOGY OF AUTOMATED INFORMATION AND ANALYTICAL SUPPORT OF THE PRODUCT LIFE CYCLE ON THE EXAMPLE OF UNIFIED VIRTUAL ELECTRONIC PASSPORT OF SPACE FACILITIES
- VARIANT OF INFORMATION AND COMMUNICATION INFRASTRUCTURE BASED ON A CONTENT-CONTROLLED NETWORK
- COMPARATIVE STUDY OF NEURAL NETWORK ARCHITECTURES FOR INTEGRATED SPEECH RECOGNITION SYSTEM
- AUTOMATION OF LEGAL EXPERTISE OF AGREEMENT TEXTS
- FORMATION OF REQUIREMENTS FOR THE DESIGN PROCESS OF SECURE CYBER-PHYSICAL SYSTEMS
- EFFECTIVENESS OF DATA VISUALIZATION IN VIRTUAL REALITY