Matches in SemOpenAlex for { <https://semopenalex.org/work/W4205829659> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W4205829659 endingPage "116455" @default.
- W4205829659 startingPage "116455" @default.
- W4205829659 abstract "The Wi-Fi fingerprinting is applied to the indoor positioning system (IPS) based on the radio map, which is the established received signal strength indication (RSSI) fingerprint database. However, since static radio maps built offline are vulnerable to environmental dynamics, interruptions occur in the online phase. To solve this problem, in this paper, we propose an Automatic Self-Reconstruction (ASR) model that combines Radio Encoding-based Deep Fingerprint Positioning (RE-DFP) and Radio Anomaly Detecting (RAD), which enables seamless positioning of Wi-Fi fingerprinting. The proposed model consists of an encoder-decoder-based RE-DFP network to improve positioning accuracy and data efficiency and a RAD network to analyze environmental dynamics according to APs. In the proposed RE-DFP, a CNN-based encoder is applied to increase efficiency by minimizing the dependence of the radio map, and the position is estimated through an LSTM-based decoder. RAD identifies the AP, which is the cause of the change in the radio map and excludes it from the online phase, preventing a decrease in positioning accuracy. Simultaneously, the proposed model collects the RSSI of the identified AP through crowdsourcing and reconstructs the radio map by itself, enabling a seamless positioning service in the online phase." @default.
- W4205829659 created "2022-01-25" @default.
- W4205829659 creator A5042128313 @default.
- W4205829659 creator A5058266666 @default.
- W4205829659 creator A5084043021 @default.
- W4205829659 date "2022-04-01" @default.
- W4205829659 modified "2023-09-25" @default.
- W4205829659 title "Automatic self-reconstruction model for radio map in Wi-Fi fingerprinting" @default.
- W4205829659 cites W2003738415 @default.
- W4205829659 cites W2120824934 @default.
- W4205829659 cites W2134098199 @default.
- W4205829659 cites W2182745326 @default.
- W4205829659 cites W2316879520 @default.
- W4205829659 cites W2342827161 @default.
- W4205829659 cites W2508188811 @default.
- W4205829659 cites W2517041258 @default.
- W4205829659 cites W2565419540 @default.
- W4205829659 cites W2594869629 @default.
- W4205829659 cites W2599317308 @default.
- W4205829659 cites W2623902153 @default.
- W4205829659 cites W2763697523 @default.
- W4205829659 cites W2765929558 @default.
- W4205829659 cites W2778151097 @default.
- W4205829659 cites W2792020330 @default.
- W4205829659 cites W2911905116 @default.
- W4205829659 cites W2947739547 @default.
- W4205829659 cites W2967881340 @default.
- W4205829659 cites W2972174142 @default.
- W4205829659 cites W2972355358 @default.
- W4205829659 cites W2972701002 @default.
- W4205829659 cites W2993271675 @default.
- W4205829659 cites W3006301192 @default.
- W4205829659 cites W3011286333 @default.
- W4205829659 cites W3022862112 @default.
- W4205829659 cites W3153542184 @default.
- W4205829659 cites W3038930712 @default.
- W4205829659 doi "https://doi.org/10.1016/j.eswa.2021.116455" @default.
- W4205829659 hasPublicationYear "2022" @default.
- W4205829659 type Work @default.
- W4205829659 citedByCount "4" @default.
- W4205829659 countsByYear W42058296592022 @default.
- W4205829659 countsByYear W42058296592023 @default.
- W4205829659 crossrefType "journal-article" @default.
- W4205829659 hasAuthorship W4205829659A5042128313 @default.
- W4205829659 hasAuthorship W4205829659A5058266666 @default.
- W4205829659 hasAuthorship W4205829659A5084043021 @default.
- W4205829659 hasConcept C111919701 @default.
- W4205829659 hasConcept C118505674 @default.
- W4205829659 hasConcept C154945302 @default.
- W4205829659 hasConcept C202311505 @default.
- W4205829659 hasConcept C2777826928 @default.
- W4205829659 hasConcept C31972630 @default.
- W4205829659 hasConcept C41008148 @default.
- W4205829659 hasConcept C76155785 @default.
- W4205829659 hasConcept C76843793 @default.
- W4205829659 hasConcept C79403827 @default.
- W4205829659 hasConceptScore W4205829659C111919701 @default.
- W4205829659 hasConceptScore W4205829659C118505674 @default.
- W4205829659 hasConceptScore W4205829659C154945302 @default.
- W4205829659 hasConceptScore W4205829659C202311505 @default.
- W4205829659 hasConceptScore W4205829659C2777826928 @default.
- W4205829659 hasConceptScore W4205829659C31972630 @default.
- W4205829659 hasConceptScore W4205829659C41008148 @default.
- W4205829659 hasConceptScore W4205829659C76155785 @default.
- W4205829659 hasConceptScore W4205829659C76843793 @default.
- W4205829659 hasConceptScore W4205829659C79403827 @default.
- W4205829659 hasFunder F4320322120 @default.
- W4205829659 hasFunder F4320328359 @default.
- W4205829659 hasLocation W42058296591 @default.
- W4205829659 hasOpenAccess W4205829659 @default.
- W4205829659 hasPrimaryLocation W42058296591 @default.
- W4205829659 hasRelatedWork W1891287906 @default.
- W4205829659 hasRelatedWork W1969923398 @default.
- W4205829659 hasRelatedWork W2036807459 @default.
- W4205829659 hasRelatedWork W2110182821 @default.
- W4205829659 hasRelatedWork W212285228 @default.
- W4205829659 hasRelatedWork W2145096826 @default.
- W4205829659 hasRelatedWork W2166024367 @default.
- W4205829659 hasRelatedWork W2275988210 @default.
- W4205829659 hasRelatedWork W2772917594 @default.
- W4205829659 hasRelatedWork W2775347418 @default.
- W4205829659 hasVolume "192" @default.
- W4205829659 isParatext "false" @default.
- W4205829659 isRetracted "false" @default.
- W4205829659 workType "article" @default.