Matches in SemOpenAlex for { <https://semopenalex.org/work/W1983191805> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W1983191805 abstract "One of the challenges of location fingerprinting to be deployed in the real offices is the training database handling process, which does not scale well with increasing amount of tracking space to be covered. However, little attention was paid to tackle such issue, where the majority of previous work rather focused on improving the tracking accuracy. In this paper, we propose a novel idea to enhance fingerprinting's processing speed and positioning accuracy with mixture of Gaussians clustering. We realised the key difference between fingerprinting and other un-supervised problems, that is we do know the label (the Cartesian co-ordinate) of the signal data in advance. This key information was largely ignored in previous work, where the fingerprinting clustering was based solely on the signal data information. By exploiting this information, we tackle the indoor signal multipath and shadowing with two-level signal data clustering and Cartesian co-ordinate clustering. We tested our approach in a real office environment with harsh indoor condition, and concluded that our clustering scheme does not only reduce the fingerprinting processing time, but also improves the positioning accuracy." @default.
- W1983191805 created "2016-06-24" @default.
- W1983191805 creator A5034957171 @default.
- W1983191805 creator A5070080426 @default.
- W1983191805 date "2014-01-01" @default.
- W1983191805 modified "2023-09-30" @default.
- W1983191805 title "Selective Mixture of Gaussians Clustering for Location Fingerprinting" @default.
- W1983191805 cites W167294418 @default.
- W1983191805 cites W1973609509 @default.
- W1983191805 cites W1976969815 @default.
- W1983191805 cites W2043446799 @default.
- W1983191805 cites W2051376734 @default.
- W1983191805 cites W2069499136 @default.
- W1983191805 cites W2079817125 @default.
- W1983191805 cites W2086669082 @default.
- W1983191805 cites W2089887600 @default.
- W1983191805 cites W2094204865 @default.
- W1983191805 cites W2103365206 @default.
- W1983191805 cites W2129736664 @default.
- W1983191805 cites W2130967424 @default.
- W1983191805 cites W2141770651 @default.
- W1983191805 cites W2143228105 @default.
- W1983191805 cites W2161251260 @default.
- W1983191805 cites W2170102584 @default.
- W1983191805 cites W2199535352 @default.
- W1983191805 cites W2612166593 @default.
- W1983191805 doi "https://doi.org/10.4108/icst.mobiquitous.2014.257983" @default.
- W1983191805 hasPublicationYear "2014" @default.
- W1983191805 type Work @default.
- W1983191805 sameAs 1983191805 @default.
- W1983191805 citedByCount "3" @default.
- W1983191805 countsByYear W19831918052018 @default.
- W1983191805 countsByYear W19831918052020 @default.
- W1983191805 countsByYear W19831918052021 @default.
- W1983191805 crossrefType "proceedings-article" @default.
- W1983191805 hasAuthorship W1983191805A5034957171 @default.
- W1983191805 hasAuthorship W1983191805A5070080426 @default.
- W1983191805 hasBestOaLocation W19831918051 @default.
- W1983191805 hasConcept C154945302 @default.
- W1983191805 hasConcept C41008148 @default.
- W1983191805 hasConcept C61224824 @default.
- W1983191805 hasConcept C73555534 @default.
- W1983191805 hasConceptScore W1983191805C154945302 @default.
- W1983191805 hasConceptScore W1983191805C41008148 @default.
- W1983191805 hasConceptScore W1983191805C61224824 @default.
- W1983191805 hasConceptScore W1983191805C73555534 @default.
- W1983191805 hasLocation W19831918051 @default.
- W1983191805 hasOpenAccess W1983191805 @default.
- W1983191805 hasPrimaryLocation W19831918051 @default.
- W1983191805 hasRelatedWork W1849651648 @default.
- W1983191805 hasRelatedWork W1999627569 @default.
- W1983191805 hasRelatedWork W2153040915 @default.
- W1983191805 hasRelatedWork W2380998760 @default.
- W1983191805 hasRelatedWork W2521641889 @default.
- W1983191805 hasRelatedWork W2548468541 @default.
- W1983191805 hasRelatedWork W2964925720 @default.
- W1983191805 hasRelatedWork W3129173165 @default.
- W1983191805 hasRelatedWork W4308073684 @default.
- W1983191805 hasRelatedWork W763609066 @default.
- W1983191805 isParatext "false" @default.
- W1983191805 isRetracted "false" @default.
- W1983191805 magId "1983191805" @default.
- W1983191805 workType "article" @default.