Matches in SemOpenAlex for { <https://semopenalex.org/work/W2069072783> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2069072783 abstract "We investigate the use of linear adaptation on Gaussian processes for Wi-Fi localization in a cross-device setting. We focus on the case where one has a training set collected with one or more devices and a very small labeled adaptation set from the test device. We first present an algorithm to find reliable linear fits between a training set and a small adaptation set by exploiting the Gaussian process assumption that all measurements are spatially correlated. Such regression algorithm is more reliable than total least squares when the adaptation set is very small. Second, we show that the regression misfit can be used to model the additional uncertainty in a linearly adapted map for cross-device Wi-Fi localization. When such uncertainty estimate is used to fuse Gaussian process maps created from one or more training sets and an adaptation set, localization performance can be greatly improved given just a few adaptation samples." @default.
- W2069072783 created "2016-06-24" @default.
- W2069072783 creator A5041579723 @default.
- W2069072783 creator A5073652896 @default.
- W2069072783 date "2013-10-01" @default.
- W2069072783 modified "2023-10-16" @default.
- W2069072783 title "Adapting Gaussian processes for cross-device Wi-Fi localization" @default.
- W2069072783 cites W1790231888 @default.
- W2069072783 cites W2015529002 @default.
- W2069072783 cites W2018332916 @default.
- W2069072783 cites W2059693748 @default.
- W2069072783 cites W2105061875 @default.
- W2069072783 cites W2130996742 @default.
- W2069072783 cites W2135394914 @default.
- W2069072783 cites W2142136129 @default.
- W2069072783 cites W2159479384 @default.
- W2069072783 cites W2166315077 @default.
- W2069072783 cites W2170102584 @default.
- W2069072783 doi "https://doi.org/10.1109/ipin.2013.6817917" @default.
- W2069072783 hasPublicationYear "2013" @default.
- W2069072783 type Work @default.
- W2069072783 sameAs 2069072783 @default.
- W2069072783 citedByCount "2" @default.
- W2069072783 countsByYear W20690727832015 @default.
- W2069072783 countsByYear W20690727832016 @default.
- W2069072783 crossrefType "proceedings-article" @default.
- W2069072783 hasAuthorship W2069072783A5041579723 @default.
- W2069072783 hasAuthorship W2069072783A5073652896 @default.
- W2069072783 hasConcept C105795698 @default.
- W2069072783 hasConcept C111919701 @default.
- W2069072783 hasConcept C11413529 @default.
- W2069072783 hasConcept C119599485 @default.
- W2069072783 hasConcept C119857082 @default.
- W2069072783 hasConcept C120665830 @default.
- W2069072783 hasConcept C121332964 @default.
- W2069072783 hasConcept C127413603 @default.
- W2069072783 hasConcept C139807058 @default.
- W2069072783 hasConcept C141353440 @default.
- W2069072783 hasConcept C154945302 @default.
- W2069072783 hasConcept C163716315 @default.
- W2069072783 hasConcept C169903167 @default.
- W2069072783 hasConcept C177264268 @default.
- W2069072783 hasConcept C192209626 @default.
- W2069072783 hasConcept C199360897 @default.
- W2069072783 hasConcept C33923547 @default.
- W2069072783 hasConcept C41008148 @default.
- W2069072783 hasConcept C48921125 @default.
- W2069072783 hasConcept C51632099 @default.
- W2069072783 hasConcept C61326573 @default.
- W2069072783 hasConcept C62520636 @default.
- W2069072783 hasConcept C81692654 @default.
- W2069072783 hasConcept C83546350 @default.
- W2069072783 hasConcept C98045186 @default.
- W2069072783 hasConceptScore W2069072783C105795698 @default.
- W2069072783 hasConceptScore W2069072783C111919701 @default.
- W2069072783 hasConceptScore W2069072783C11413529 @default.
- W2069072783 hasConceptScore W2069072783C119599485 @default.
- W2069072783 hasConceptScore W2069072783C119857082 @default.
- W2069072783 hasConceptScore W2069072783C120665830 @default.
- W2069072783 hasConceptScore W2069072783C121332964 @default.
- W2069072783 hasConceptScore W2069072783C127413603 @default.
- W2069072783 hasConceptScore W2069072783C139807058 @default.
- W2069072783 hasConceptScore W2069072783C141353440 @default.
- W2069072783 hasConceptScore W2069072783C154945302 @default.
- W2069072783 hasConceptScore W2069072783C163716315 @default.
- W2069072783 hasConceptScore W2069072783C169903167 @default.
- W2069072783 hasConceptScore W2069072783C177264268 @default.
- W2069072783 hasConceptScore W2069072783C192209626 @default.
- W2069072783 hasConceptScore W2069072783C199360897 @default.
- W2069072783 hasConceptScore W2069072783C33923547 @default.
- W2069072783 hasConceptScore W2069072783C41008148 @default.
- W2069072783 hasConceptScore W2069072783C48921125 @default.
- W2069072783 hasConceptScore W2069072783C51632099 @default.
- W2069072783 hasConceptScore W2069072783C61326573 @default.
- W2069072783 hasConceptScore W2069072783C62520636 @default.
- W2069072783 hasConceptScore W2069072783C81692654 @default.
- W2069072783 hasConceptScore W2069072783C83546350 @default.
- W2069072783 hasConceptScore W2069072783C98045186 @default.
- W2069072783 hasLocation W20690727831 @default.
- W2069072783 hasOpenAccess W2069072783 @default.
- W2069072783 hasPrimaryLocation W20690727831 @default.
- W2069072783 hasRelatedWork W197621146 @default.
- W2069072783 hasRelatedWork W2063381173 @default.
- W2069072783 hasRelatedWork W2069072783 @default.
- W2069072783 hasRelatedWork W2318821300 @default.
- W2069072783 hasRelatedWork W2396366225 @default.
- W2069072783 hasRelatedWork W3013433566 @default.
- W2069072783 hasRelatedWork W3214677027 @default.
- W2069072783 hasRelatedWork W4287073795 @default.
- W2069072783 hasRelatedWork W4306887980 @default.
- W2069072783 hasRelatedWork W4312290701 @default.
- W2069072783 isParatext "false" @default.
- W2069072783 isRetracted "false" @default.
- W2069072783 magId "2069072783" @default.
- W2069072783 workType "article" @default.