FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2019926625> ?p ?o ?g. }

• W2019926625 abstract "Previous research has developed an information-theoretic sensor management framework for improving static target detection performance. This framework has been successfully applied to a large dataset of real landmine data; performance using the sensor manager on this dataset was demonstrated to be superior to performance using a direct search technique in which sensors blindly sweep through the gridded region of interest. In previous work, the sensor manager has modeled the observations made in each grid cell as being independent from the other observations made in that cell by the same sensor and also as being independent from observations made in that cell by other sensors. Such a modeling approach fails to account for the correlations that will result between observations made both by the same and different sensors. This paper alters the modeling framework that has been used previously to incorporate observation correlation, which will more realistically model the interrelationships between sensor observations. After introducing the new modeling approach, results are then presented that compare the performance of the sensor manager to the performance of an unmanaged direct search procedure. The sensor manager is again demonstrated to outperform direct search. Furthermore, the performance effects of modeling and failing to model correlation are examined through simulation. Failing to model correlation that is present in the data is demonstrated to substantially degrade performance and cause direct search to outperform the sensor manager. However, when correlated modeling is used to model correlated data, the sensor manager is again demonstrated to outperform direct search." @default.
• W2019926625 created "2016-06-24" @default.
• W2019926625 creator A5004578492 @default.
• W2019926625 creator A5022353925 @default.
• W2019926625 date "2008-04-03" @default.
• W2019926625 modified "2023-09-23" @default.
• W2019926625 title "Sensor management for landmine detection using correlated sensor observations" @default.
• W2019926625 cites W1489115868 @default.
• W2019926625 cites W1949009233 @default.
• W2019926625 cites W1968285913 @default.
• W2019926625 cites W1974828076 @default.
• W2019926625 cites W2031737013 @default.
• W2019926625 cites W2044093529 @default.
• W2019926625 cites W2070378074 @default.
• W2019926625 cites W2087521059 @default.
• W2019926625 cites W2093378709 @default.
• W2019926625 cites W2099403556 @default.
• W2019926625 cites W2107073232 @default.
• W2019926625 cites W2110222224 @default.
• W2019926625 cites W2115234167 @default.
• W2019926625 cites W2124393678 @default.
• W2019926625 cites W2127176788 @default.
• W2019926625 cites W2136301902 @default.
• W2019926625 cites W2138699571 @default.
• W2019926625 cites W2142115897 @default.
• W2019926625 cites W2144207505 @default.
• W2019926625 cites W2153296889 @default.
• W2019926625 cites W2167696279 @default.
• W2019926625 cites W1904431285 @default.
• W2019926625 doi "https://doi.org/10.1117/12.777707" @default.
• W2019926625 hasPublicationYear "2008" @default.
• W2019926625 type Work @default.
• W2019926625 sameAs 2019926625 @default.
• W2019926625 citedByCount "1" @default.
• W2019926625 crossrefType "proceedings-article" @default.
• W2019926625 hasAuthorship W2019926625A5004578492 @default.
• W2019926625 hasAuthorship W2019926625A5022353925 @default.
• W2019926625 hasConcept C111919701 @default.
• W2019926625 hasConcept C115575686 @default.
• W2019926625 hasConcept C117220453 @default.
• W2019926625 hasConcept C124101348 @default.
• W2019926625 hasConcept C187691185 @default.
• W2019926625 hasConcept C2524010 @default.
• W2019926625 hasConcept C33923547 @default.
• W2019926625 hasConcept C41008148 @default.
• W2019926625 hasConcept C67186912 @default.
• W2019926625 hasConcept C77088390 @default.
• W2019926625 hasConcept C79403827 @default.
• W2019926625 hasConcept C98045186 @default.
• W2019926625 hasConceptScore W2019926625C111919701 @default.
• W2019926625 hasConceptScore W2019926625C115575686 @default.
• W2019926625 hasConceptScore W2019926625C117220453 @default.
• W2019926625 hasConceptScore W2019926625C124101348 @default.
• W2019926625 hasConceptScore W2019926625C187691185 @default.
• W2019926625 hasConceptScore W2019926625C2524010 @default.
• W2019926625 hasConceptScore W2019926625C33923547 @default.
• W2019926625 hasConceptScore W2019926625C41008148 @default.
• W2019926625 hasConceptScore W2019926625C67186912 @default.
• W2019926625 hasConceptScore W2019926625C77088390 @default.
• W2019926625 hasConceptScore W2019926625C79403827 @default.
• W2019926625 hasConceptScore W2019926625C98045186 @default.
• W2019926625 hasLocation W20199266251 @default.
• W2019926625 hasOpenAccess W2019926625 @default.
• W2019926625 hasPrimaryLocation W20199266251 @default.
• W2019926625 hasRelatedWork W1559336379 @default.
• W2019926625 hasRelatedWork W2036989148 @default.
• W2019926625 hasRelatedWork W2082384721 @default.
• W2019926625 hasRelatedWork W2152361574 @default.
• W2019926625 hasRelatedWork W2157274600 @default.
• W2019926625 hasRelatedWork W2200855584 @default.
• W2019926625 hasRelatedWork W2352349437 @default.
• W2019926625 hasRelatedWork W2380963126 @default.
• W2019926625 hasRelatedWork W3007711125 @default.
• W2019926625 hasRelatedWork W4206277425 @default.
• W2019926625 isParatext "false" @default.
• W2019926625 isRetracted "false" @default.
• W2019926625 magId "2019926625" @default.
• W2019926625 workType "article" @default.