Matches in SemOpenAlex for { <https://semopenalex.org/work/W2187460249> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2187460249 abstract "Ground-based aircraft trajectory prediction is a critical issue for air traffic management. A safe and efficient prediction is a prerequisite for the implementation of automated tools that detect and solve conflicts between trajectories. Moreover, regarding the safety constraints, it could be more reasonable to predict intervals rather than precise aircraft positions . In this paper, a standard point-mass model and statistical regression method is used to predict the altitude of climbing aircraft. In addition to the standard linear regression model, two common non-linear regression methods, neural networks and Loess are used. A dataset is extracted from two months of radar and meteorological recordings, and several potential explanatory variables are computed for every sampled climb segment. A Principal Component Analysis allows us to reduce the dimensionality of the problems, using only a subset of principal components as input to the regression methods. The prediction models are scored by performing a 10-fold cross-validation. Statistical regression results method appears promising. The experiment part shows that the proposed regression models are much more efficient than the standard point-mass model. The prediction intervals obtained by our methods have the advantage of being more reliable and narrower than those found by point-mass model." @default.
- W2187460249 created "2016-06-24" @default.
- W2187460249 creator A5004249005 @default.
- W2187460249 creator A5019632821 @default.
- W2187460249 creator A5040429937 @default.
- W2187460249 creator A5060290188 @default.
- W2187460249 date "2013-06-10" @default.
- W2187460249 modified "2023-09-29" @default.
- W2187460249 title "Statistical prediction of aircraft trajectory : regression methods vs point-mass model" @default.
- W2187460249 cites W1554663460 @default.
- W2187460249 cites W15805213 @default.
- W2187460249 cites W1597926580 @default.
- W2187460249 cites W1689445748 @default.
- W2187460249 cites W1967006946 @default.
- W2187460249 cites W1975285668 @default.
- W2187460249 cites W1987225146 @default.
- W2187460249 cites W2001213989 @default.
- W2187460249 cites W2011490168 @default.
- W2187460249 cites W2012816719 @default.
- W2187460249 cites W2017931010 @default.
- W2187460249 cites W2017977879 @default.
- W2187460249 cites W2024081693 @default.
- W2187460249 cites W2027244596 @default.
- W2187460249 cites W2030351330 @default.
- W2187460249 cites W2057032881 @default.
- W2187460249 cites W2059507684 @default.
- W2187460249 cites W2063978378 @default.
- W2187460249 cites W2069627511 @default.
- W2187460249 cites W2069888879 @default.
- W2187460249 cites W2108635865 @default.
- W2187460249 cites W2111849249 @default.
- W2187460249 cites W2117812871 @default.
- W2187460249 cites W2119862467 @default.
- W2187460249 cites W2124892774 @default.
- W2187460249 cites W2135046866 @default.
- W2187460249 cites W2185347172 @default.
- W2187460249 cites W2288271194 @default.
- W2187460249 cites W2315838557 @default.
- W2187460249 cites W2595537800 @default.
- W2187460249 cites W2797583072 @default.
- W2187460249 cites W3139701703 @default.
- W2187460249 cites W60136762 @default.
- W2187460249 hasPublicationYear "2013" @default.
- W2187460249 type Work @default.
- W2187460249 sameAs 2187460249 @default.
- W2187460249 citedByCount "4" @default.
- W2187460249 countsByYear W21874602492017 @default.
- W2187460249 countsByYear W21874602492018 @default.
- W2187460249 countsByYear W21874602492020 @default.
- W2187460249 countsByYear W21874602492021 @default.
- W2187460249 crossrefType "proceedings-article" @default.
- W2187460249 hasAuthorship W2187460249A5004249005 @default.
- W2187460249 hasAuthorship W2187460249A5019632821 @default.
- W2187460249 hasAuthorship W2187460249A5040429937 @default.
- W2187460249 hasAuthorship W2187460249A5060290188 @default.
- W2187460249 hasBestOaLocation W21874602491 @default.
- W2187460249 hasConcept C105795698 @default.
- W2187460249 hasConcept C119857082 @default.
- W2187460249 hasConcept C121332964 @default.
- W2187460249 hasConcept C1276947 @default.
- W2187460249 hasConcept C13662910 @default.
- W2187460249 hasConcept C152877465 @default.
- W2187460249 hasConcept C154945302 @default.
- W2187460249 hasConcept C2524010 @default.
- W2187460249 hasConcept C28719098 @default.
- W2187460249 hasConcept C33923547 @default.
- W2187460249 hasConcept C41008148 @default.
- W2187460249 hasConcept C83546350 @default.
- W2187460249 hasConceptScore W2187460249C105795698 @default.
- W2187460249 hasConceptScore W2187460249C119857082 @default.
- W2187460249 hasConceptScore W2187460249C121332964 @default.
- W2187460249 hasConceptScore W2187460249C1276947 @default.
- W2187460249 hasConceptScore W2187460249C13662910 @default.
- W2187460249 hasConceptScore W2187460249C152877465 @default.
- W2187460249 hasConceptScore W2187460249C154945302 @default.
- W2187460249 hasConceptScore W2187460249C2524010 @default.
- W2187460249 hasConceptScore W2187460249C28719098 @default.
- W2187460249 hasConceptScore W2187460249C33923547 @default.
- W2187460249 hasConceptScore W2187460249C41008148 @default.
- W2187460249 hasConceptScore W2187460249C83546350 @default.
- W2187460249 hasLocation W21874602491 @default.
- W2187460249 hasLocation W21874602492 @default.
- W2187460249 hasOpenAccess W2187460249 @default.
- W2187460249 hasPrimaryLocation W21874602491 @default.
- W2187460249 hasRelatedWork W1980588930 @default.
- W2187460249 hasRelatedWork W2060912888 @default.
- W2187460249 hasRelatedWork W2062105804 @default.
- W2187460249 hasRelatedWork W2080727847 @default.
- W2187460249 hasRelatedWork W2119696881 @default.
- W2187460249 hasRelatedWork W2374407646 @default.
- W2187460249 hasRelatedWork W4252743528 @default.
- W2187460249 hasRelatedWork W4290879003 @default.
- W2187460249 hasRelatedWork W4366821931 @default.
- W2187460249 hasRelatedWork W2738033194 @default.
- W2187460249 isParatext "false" @default.
- W2187460249 isRetracted "false" @default.
- W2187460249 magId "2187460249" @default.
- W2187460249 workType "article" @default.