Matches in SemOpenAlex for { <https://semopenalex.org/work/W2596118521> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2596118521 endingPage "16" @default.
- W2596118521 startingPage "1" @default.
- W2596118521 abstract "A multiple classifiers fusion localization technique using received signal strengths (RSSs) of visible light is proposed, in which the proposed system transmits different intensity modulated sinusoidal signals by LEDs and the signals received by a Photo Diode (PD) placed at various grid points. First, we obtain some {emph{approximate}} received signal strengths (RSSs) fingerprints by capturing the peaks of power spectral density (PSD) of the received signals at each given grid point. Unlike the existing RSSs based algorithms, several representative machine learning approaches are adopted to train multiple classifiers based on these RSSs fingerprints. The multiple classifiers localization estimators outperform the classical RSS-based LED localization approaches in accuracy and robustness. To further improve the localization performance, two robust fusion localization algorithms, namely, grid independent least square (GI-LS) and grid dependent least square (GD-LS), are proposed to combine the outputs of these classifiers. We also use a singular value decomposition (SVD) based LS (LS-SVD) method to mitigate the numerical stability problem when the prediction matrix is singular. Experiments conducted on intensity modulated direct detection (IM/DD) systems have demonstrated the effectiveness of the proposed algorithms. The experimental results show that the probability of having mean square positioning error (MSPE) of less than 5cm achieved by GD-LS is improved by 93.03% and 93.15%, respectively, as compared to those by the RSS ratio (RSSR) and RSS matching methods with the FFT length of 2000." @default.
- W2596118521 created "2017-03-23" @default.
- W2596118521 creator A5008864376 @default.
- W2596118521 creator A5060633659 @default.
- W2596118521 creator A5062119199 @default.
- W2596118521 creator A5078969111 @default.
- W2596118521 date "2017-12-01" @default.
- W2596118521 modified "2023-10-17" @default.
- W2596118521 title "Indoor Localization Using Visible Light Via Fusion of Multiple Classifiers" @default.
- W2596118521 cites W1542403642 @default.
- W2596118521 cites W1999849403 @default.
- W2596118521 cites W2011313974 @default.
- W2596118521 cites W2011502582 @default.
- W2596118521 cites W2011747473 @default.
- W2596118521 cites W2011831153 @default.
- W2596118521 cites W2026131661 @default.
- W2596118521 cites W2027783719 @default.
- W2596118521 cites W2040288553 @default.
- W2596118521 cites W2055294224 @default.
- W2596118521 cites W2058336432 @default.
- W2596118521 cites W2081004296 @default.
- W2596118521 cites W2095421215 @default.
- W2596118521 cites W2100989187 @default.
- W2596118521 cites W2111566853 @default.
- W2596118521 cites W2111697380 @default.
- W2596118521 cites W2115403315 @default.
- W2596118521 cites W2153531144 @default.
- W2596118521 cites W2167159381 @default.
- W2596118521 cites W2233076240 @default.
- W2596118521 cites W2272996903 @default.
- W2596118521 cites W2344294642 @default.
- W2596118521 cites W2346667022 @default.
- W2596118521 cites W2525299237 @default.
- W2596118521 cites W2559735216 @default.
- W2596118521 cites W2587443115 @default.
- W2596118521 cites W2911964244 @default.
- W2596118521 cites W2963873260 @default.
- W2596118521 doi "https://doi.org/10.1109/jphot.2017.2767576" @default.
- W2596118521 hasPublicationYear "2017" @default.
- W2596118521 type Work @default.
- W2596118521 sameAs 2596118521 @default.
- W2596118521 citedByCount "66" @default.
- W2596118521 countsByYear W25961185212018 @default.
- W2596118521 countsByYear W25961185212019 @default.
- W2596118521 countsByYear W25961185212020 @default.
- W2596118521 countsByYear W25961185212021 @default.
- W2596118521 countsByYear W25961185212022 @default.
- W2596118521 countsByYear W25961185212023 @default.
- W2596118521 crossrefType "journal-article" @default.
- W2596118521 hasAuthorship W2596118521A5008864376 @default.
- W2596118521 hasAuthorship W2596118521A5060633659 @default.
- W2596118521 hasAuthorship W2596118521A5062119199 @default.
- W2596118521 hasAuthorship W2596118521A5078969111 @default.
- W2596118521 hasBestOaLocation W25961185211 @default.
- W2596118521 hasConcept C104663316 @default.
- W2596118521 hasConcept C138885662 @default.
- W2596118521 hasConcept C153180895 @default.
- W2596118521 hasConcept C154945302 @default.
- W2596118521 hasConcept C158525013 @default.
- W2596118521 hasConcept C192562407 @default.
- W2596118521 hasConcept C31972630 @default.
- W2596118521 hasConcept C41008148 @default.
- W2596118521 hasConcept C41895202 @default.
- W2596118521 hasConcept C49040817 @default.
- W2596118521 hasConceptScore W2596118521C104663316 @default.
- W2596118521 hasConceptScore W2596118521C138885662 @default.
- W2596118521 hasConceptScore W2596118521C153180895 @default.
- W2596118521 hasConceptScore W2596118521C154945302 @default.
- W2596118521 hasConceptScore W2596118521C158525013 @default.
- W2596118521 hasConceptScore W2596118521C192562407 @default.
- W2596118521 hasConceptScore W2596118521C31972630 @default.
- W2596118521 hasConceptScore W2596118521C41008148 @default.
- W2596118521 hasConceptScore W2596118521C41895202 @default.
- W2596118521 hasConceptScore W2596118521C49040817 @default.
- W2596118521 hasFunder F4320321001 @default.
- W2596118521 hasFunder F4320335787 @default.
- W2596118521 hasIssue "6" @default.
- W2596118521 hasLocation W25961185211 @default.
- W2596118521 hasLocation W25961185212 @default.
- W2596118521 hasOpenAccess W2596118521 @default.
- W2596118521 hasPrimaryLocation W25961185211 @default.
- W2596118521 hasRelatedWork W1891287906 @default.
- W2596118521 hasRelatedWork W1969923398 @default.
- W2596118521 hasRelatedWork W2057200091 @default.
- W2596118521 hasRelatedWork W2091553324 @default.
- W2596118521 hasRelatedWork W2183228276 @default.
- W2596118521 hasRelatedWork W2358793985 @default.
- W2596118521 hasRelatedWork W2375191981 @default.
- W2596118521 hasRelatedWork W2544717973 @default.
- W2596118521 hasRelatedWork W2554078916 @default.
- W2596118521 hasRelatedWork W2772917594 @default.
- W2596118521 hasVolume "9" @default.
- W2596118521 isParatext "false" @default.
- W2596118521 isRetracted "false" @default.
- W2596118521 magId "2596118521" @default.
- W2596118521 workType "article" @default.