Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386902739> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W4386902739 endingPage "1" @default.
- W4386902739 startingPage "1" @default.
- W4386902739 abstract "As the sharp increase in data traffic, except for security, home network and data usage will become two important issues in smart home in the future. On the one hand, aiming to solve the problem of wall jack and room coverage in smart home networks, we develop a set of dual-mode data acquisition device, which supports wired power line communication (PLC) and wireless dual-mode communication. Our PLC module is with the advantage of being pluggable on the debugging board, which can be replaced with a module that supports different PLC protocols as required, such as broadband PLC or narrowband PLC. On the other hand, aiming to solve massive data usage problem acquired by smart home facilities, we propose a data analysis method that integrates the automatic encoder scheme and the Kmeans algorithm. On this basis, we propose a Conv-LSTM-Attn algorithm that is a prediction model of convolutional long-and short-term memory network based on attention mechanism. Through the field test, it illustrates that our system can realize accurate long-term data acquisition and recording, dual-mode control from indoor to long-distance away, the autonomous backhaul of the collected data with low latency and long-distance transmission. Besides, it can highly flexibly configure various sensor modules to achieve smart home management and control. Moreover, through the analysis of actual sampling data, the proposed Conv-LSTM-Attn algorithm outperforms the existing machine learning schemes in smart home in terms of achieving the prediction values." @default.
- W4386902739 created "2023-09-21" @default.
- W4386902739 creator A5006954207 @default.
- W4386902739 creator A5027987314 @default.
- W4386902739 creator A5075957729 @default.
- W4386902739 creator A5091919893 @default.
- W4386902739 date "2023-01-01" @default.
- W4386902739 modified "2023-09-27" @default.
- W4386902739 title "Dual Mode Data Acquisition and Analysis Based on Deep Learning for Smart Home Networks" @default.
- W4386902739 doi "https://doi.org/10.1109/jiot.2023.3317416" @default.
- W4386902739 hasPublicationYear "2023" @default.
- W4386902739 type Work @default.
- W4386902739 citedByCount "0" @default.
- W4386902739 crossrefType "journal-article" @default.
- W4386902739 hasAuthorship W4386902739A5006954207 @default.
- W4386902739 hasAuthorship W4386902739A5027987314 @default.
- W4386902739 hasAuthorship W4386902739A5075957729 @default.
- W4386902739 hasAuthorship W4386902739A5091919893 @default.
- W4386902739 hasConcept C108583219 @default.
- W4386902739 hasConcept C121332964 @default.
- W4386902739 hasConcept C132885549 @default.
- W4386902739 hasConcept C149635348 @default.
- W4386902739 hasConcept C154945302 @default.
- W4386902739 hasConcept C163258240 @default.
- W4386902739 hasConcept C31258907 @default.
- W4386902739 hasConcept C41008148 @default.
- W4386902739 hasConcept C507571656 @default.
- W4386902739 hasConcept C555944384 @default.
- W4386902739 hasConcept C62520636 @default.
- W4386902739 hasConcept C76155785 @default.
- W4386902739 hasConcept C79403827 @default.
- W4386902739 hasConceptScore W4386902739C108583219 @default.
- W4386902739 hasConceptScore W4386902739C121332964 @default.
- W4386902739 hasConceptScore W4386902739C132885549 @default.
- W4386902739 hasConceptScore W4386902739C149635348 @default.
- W4386902739 hasConceptScore W4386902739C154945302 @default.
- W4386902739 hasConceptScore W4386902739C163258240 @default.
- W4386902739 hasConceptScore W4386902739C31258907 @default.
- W4386902739 hasConceptScore W4386902739C41008148 @default.
- W4386902739 hasConceptScore W4386902739C507571656 @default.
- W4386902739 hasConceptScore W4386902739C555944384 @default.
- W4386902739 hasConceptScore W4386902739C62520636 @default.
- W4386902739 hasConceptScore W4386902739C76155785 @default.
- W4386902739 hasConceptScore W4386902739C79403827 @default.
- W4386902739 hasFunder F4320321001 @default.
- W4386902739 hasLocation W43869027391 @default.
- W4386902739 hasOpenAccess W4386902739 @default.
- W4386902739 hasPrimaryLocation W43869027391 @default.
- W4386902739 hasRelatedWork W1543931841 @default.
- W4386902739 hasRelatedWork W2022748662 @default.
- W4386902739 hasRelatedWork W2111073551 @default.
- W4386902739 hasRelatedWork W2367681814 @default.
- W4386902739 hasRelatedWork W2392477686 @default.
- W4386902739 hasRelatedWork W2783390840 @default.
- W4386902739 hasRelatedWork W3003389018 @default.
- W4386902739 hasRelatedWork W3042150161 @default.
- W4386902739 hasRelatedWork W3146981846 @default.
- W4386902739 hasRelatedWork W2558040574 @default.
- W4386902739 isParatext "false" @default.
- W4386902739 isRetracted "false" @default.
- W4386902739 workType "article" @default.