Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

A system for interpreting telemetry data based on k-means

A technology of telemetry data and database, which is applied in the field of improved K-means-based satellite telemetry data interpretation system, to achieve the effect of simple and clear relationship, high real-time performance, and convenient and fast modeling process

Active Publication Date: 2018-12-21
AEROSPACE DONGFANGHONG SATELLITE
View PDF3 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The technical problem solved by the present invention is: in order to realize the rapid test of the satellite and prevent the hidden dangers of misjudgment and missed judgment in the artificial interpretation during the test process, the present invention proposes an improved K-means-based telemetry data interpretation system to realize satellite Uninterrupted monitoring of telemetry parameters and interpretation of feedback from satellite onboarding commands

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • A system for interpreting telemetry data based on k-means
  • A system for interpreting telemetry data based on k-means
  • A system for interpreting telemetry data based on k-means

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0024] According to the analysis of the characteristics and laws of satellite telemetry data, the telemetry parameters are first classified. A K-means-based telemetry data interpretation system can interpret data mainly including the following 4 categories:

[0025] (1) The telemetry parameter is a state quantity, and the state quantity value can be enumerated;

[0026] (2) The telemetry parameter is an analog quantity, the value remains constant, the data changes steadily and the change range is small;

[0027] (3) The telemetry parameter is an analog quantity, and the value keeps a constant value for the change rate of a certain parameter or time, changes steadily and has a small range of change.

[0028] (4) The remote measurement parameter is an analog quantity, and the change rate of this value to a certain parameter or time is a curve.

[0029] After categorizing satellite telemetry parameters, analyze the influencing factors of the parameter change rule, including the following ...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

A telemetry data interpretation system based on K-means. By sorting out the characteristics of small satellite telemetry parameters, the change law of parameters is divided into four categories, and the satellite telemetry parameters are established according to the mapping table between the change law of satellite telemetry parameters and related instructions or states. It is necessary to establish the number of K-means models, telemetry data processing methods and parameter forms; use normal data to train the K-means model parameters corresponding to the satellite telemetry parameters, and package the K-means models that have been trained into a set; after completing the modeling Finally, the system obtains satellite real-time telemetry data and remote control commands from the main test computer and database, interprets the telemetry parameters corresponding to the model, and gives the abnormal points and warning points of the parameters; the testers give the interpretation of abnormal points and early warning points according to the model The results are confirmed, and the missing points in the model during the operation of the satellite are input into the model to realize the dynamic correction of the model.

Description

Technical field [0001] The invention relates to the interpretation of ground telemetry data in satellite testing, in particular to an improved K-means satellite telemetry data interpretation system. Background technique [0002] At present, in the process of comprehensive testing of small satellite factories, testers need to interpret satellite upload instructions and download telemetry data according to interpretation standards, give the operating status of each satellite and equipment, and provide timely feedback on possible abnormalities in the satellite. Out of anticipation. However, the amount of satellite telemetry data is huge and changes quickly, the betting instructions involve a wide range, and the satellite working mode is complicated. The usual manual interpretation is difficult to meet the rapid test of the satellite, especially the batch test of the microsatellite. [0003] "A Satellite Telemetry Data Interpretation System Based on Kalman Filtering" proposed by Wu Ji...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/62
CPCG06F18/23213G06F18/24
Inventor 韩立明曾鸿任光杰梁军民遇言
Owner AEROSPACE DONGFANGHONG SATELLITE
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com