his.sePublikationer
Ändra sökning
RefereraExporteraLänk till posten
Permanent länk

Direktlänk
Referera
Referensformat
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Annat format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annat språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf
Towards Hypothesis Evaluation in Command and Control Systems
Vehco (www.vehco.com), Gothenburg, Sweden / JPB Solutions ( www.jpbs.se), Sweden.
Högskolan i Skövde, Institutionen för kommunikation och information. M&S and Information Fusion Security Solutions Ericsson, Skövde, Sweden.
Högskolan i Skövde, Institutionen för kommunikation och information.ORCID-id: 0000-0001-9423-9079
2006 (Engelska)Ingår i: SAIS 2006: The 23rd Annual Workshop of the Swedish Artificial Intelligence Society, Umeå: Swedish Artificial Intelligence Society - SAIS , 2006, s. 97-102Konferensbidrag, Publicerat paper (Övrigt vetenskapligt)
Abstract [en]

This work focus on situation prediction in data fusion systems. A hypothesis evaluation algorithm based on artificial neural networks is introduced. It is evaluated and compared to an algorithm based on Bayesian networks which is commonly used. It is also compared to a simple "dummy" algorithm. For the tests, a computer based model of the environment, including protected objects and enemy objects, is implemented. The model handles the navigation of the enemy objects and situational data is extracted from the environment and provided for the hypothesis evaluation algorithms. It was the belief of the author that ANNs would be suitable for hypothesis evaluation if a suitable data representation of the environment were used. The representation requirements include pre processing of the situational data to eliminate the need for variable input size to the algorithm. This because ANNs poorly handles this; the whole network have to be retrained each time the amount of input data changes. The results show that ANNs performed best of the three and hence seems to be suitable for hypothesis evaluation.

Ort, förlag, år, upplaga, sidor
Umeå: Swedish Artificial Intelligence Society - SAIS , 2006. s. 97-102
Serie
Report / UMINF, ISSN 0348-0542 ; 19
Nationell ämneskategori
Data- och informationsvetenskap
Identifikatorer
URN: urn:nbn:se:his:diva-1876OAI: oai:DiVA.org:his-1876DiVA, id: diva2:32152
Konferens
SAIS 2006, Umeå, May 10-12
Tillgänglig från: 2007-09-14 Skapad: 2007-09-14 Senast uppdaterad: 2018-01-12Bibliografiskt granskad

Open Access i DiVA

Fulltext saknas i DiVA

Övriga länkar

Proceedings

Personposter BETA

Brax, ChristofferGustavsson, Per M.

Sök vidare i DiVA

Av författaren/redaktören
Brax, ChristofferGustavsson, Per M.
Av organisationen
Institutionen för kommunikation och information
Data- och informationsvetenskap

Sök vidare utanför DiVA

GoogleGoogle Scholar

urn-nbn

Altmetricpoäng

urn-nbn
Totalt: 957 träffar
RefereraExporteraLänk till posten
Permanent länk

Direktlänk
Referera
Referensformat
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Annat format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annat språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf