Skip to main content
Top

2021 | OriginalPaper | Chapter

A Data Fusion Model Based on Multi-source Non-real-Time Intelligence

Authors : Yuanyuan Qin, Songyuan Gu

Published in: Human Centered Computing

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

In order to solve the problem of target fusion in complex battle environment, a data fusion model based on multi-source intelligence is established. Weight quantification analysis and fusion of non-real-time intelligence source are realized based on this model, the evidence reasoning method is used to solve the uncertainty in decision-making, and the accuracy of data fusion is improved by integrating non-real-time and real-time intelligence source. In general, this model considers more sufficient and comprehensive influencing factors, and the computational process of this model is intelligent.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Shi, X., Hong, G., Weimin, S., Dong, T., Chen, X.: Study of target threat assessment for ground surveillance radar. Acta Armamentarii 36(219(06)), 1128–1135 (2015) Shi, X., Hong, G., Weimin, S., Dong, T., Chen, X.: Study of target threat assessment for ground surveillance radar. Acta Armamentarii 36(219(06)), 1128–1135 (2015)
2.
go back to reference Li, Z., Li, Z.: Research on the method of threat assessment in intelligent decision support system based on CGF. Command Control Simul. 32(22705), 20–23 (2010) Li, Z., Li, Z.: Research on the method of threat assessment in intelligent decision support system based on CGF. Command Control Simul. 32(22705), 20–23 (2010)
3.
go back to reference Xunqiang, H., Xie, X., Yang, Y.: Study on modeling of perception behavior of CGF entity in battlefield. Electron. Opt. Control 17(150(12)), 44–48 (2010) Xunqiang, H., Xie, X., Yang, Y.: Study on modeling of perception behavior of CGF entity in battlefield. Electron. Opt. Control 17(150(12)), 44–48 (2010)
4.
go back to reference Guo, Z.: Study of technology of satellite reconnaissance and anti-reconnaissance for ground missile launching equipment. Beijing Institute of Technology (2016) Guo, Z.: Study of technology of satellite reconnaissance and anti-reconnaissance for ground missile launching equipment. Beijing Institute of Technology (2016)
5.
go back to reference Xiaoliang, Z., Qun, C., Huazhen, Z.: The evaluation of reconnaissance capabilities of ECM reconnaissance troops based on multilevel grey theory. Radar ECM 032(004), 15–17 (2012) Xiaoliang, Z., Qun, C., Huazhen, Z.: The evaluation of reconnaissance capabilities of ECM reconnaissance troops based on multilevel grey theory. Radar ECM 032(004), 15–17 (2012)
6.
go back to reference Wei, F.: Reconnaisance and anti-reconnaissance of aerospace navigation in high technology war. Mod. Def. Technol. 28(004), 22–26 (2000) Wei, F.: Reconnaisance and anti-reconnaissance of aerospace navigation in high technology war. Mod. Def. Technol. 28(004), 22–26 (2000)
7.
go back to reference Huang, Q., Li, L.: An analysis of network open source military intelligence. Natl. Def. Sci. Technol. 38(306(05)), 79–83 (2017) Huang, Q., Li, L.: An analysis of network open source military intelligence. Natl. Def. Sci. Technol. 38(306(05)), 79–83 (2017)
8.
go back to reference Wang, Y., Liu, S., Zhang, W., Wang, Y.: Treat assessment method with uncertain attribute weight based on intuitionistic fuzzy multi-attribute decision. Acta Electronica Sinica 42(382(12)), 2509–2514 (2014) Wang, Y., Liu, S., Zhang, W., Wang, Y.: Treat assessment method with uncertain attribute weight based on intuitionistic fuzzy multi-attribute decision. Acta Electronica Sinica 42(382(12)), 2509–2514 (2014)
9.
go back to reference Zhijie, Z., Taoyuan, L., Fangzhi, L., et al.: An evaluation method of equipment support resources based on evidential reasoning. Control and Decis. 33(06), 83–89 (2018) Zhijie, Z., Taoyuan, L., Fangzhi, L., et al.: An evaluation method of equipment support resources based on evidential reasoning. Control and Decis. 33(06), 83–89 (2018)
10.
go back to reference Xiong, N., Wang, Y.: Multiple attribute decision method based on improved fuzzy entropy and evidential reasoning. J. Comput. Appl. 38(10), 55–60 (2018) Xiong, N., Wang, Y.: Multiple attribute decision method based on improved fuzzy entropy and evidential reasoning. J. Comput. Appl. 38(10), 55–60 (2018)
Metadata
Title
A Data Fusion Model Based on Multi-source Non-real-Time Intelligence
Authors
Yuanyuan Qin
Songyuan Gu
Copyright Year
2021
DOI
https://doi.org/10.1007/978-3-030-70626-5_14

Premium Partner