Matches in SemOpenAlex for { <https://semopenalex.org/work/W4382050733> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W4382050733 abstract "This paper presents a system for detecting gestures and controlling devices in Ambient Assisted Living (AAL) environments using machine learning and Bluetooth Low Energy (BLE) technology. The system consists of two main components: a device equipped with a set of sensors to detect hand gestures via IMU sensor and a BLE-enabled hub that receives the gesture data and controls the lighting of the house. The hub uses machine learning algorithms to recognize hand gestures and transmit the corresponding commands to the devices. The hub, in turn, uses wifi to communicate with the devices and execute the appropriate actions based on the received commands. The proposed system's performance evaluation was carried out through a series of experiments in a AAL environment. The results demonstrate that the system is capable of accurately detecting hand gestures and controlling various devices such as lights, where the model's performance yields successful predictions with an accuracy rate of 90%. The proposed system provides a user-friendly and intuitive way for elderly or people with disabilities to control their environment without the need for complex interfaces or physical buttons. Furthermore, the system can be easily extended to support more gestures and devices, making it a flexible and scalable solution for AAL environments." @default.
- W4382050733 created "2023-06-27" @default.
- W4382050733 creator A5001180944 @default.
- W4382050733 creator A5020490212 @default.
- W4382050733 creator A5030405275 @default.
- W4382050733 creator A5048927560 @default.
- W4382050733 creator A5072387754 @default.
- W4382050733 creator A5074371053 @default.
- W4382050733 date "2023-06-06" @default.
- W4382050733 modified "2023-10-06" @default.
- W4382050733 title "Gestures detection and device control in AAL environments using machine learning and BLEs" @default.
- W4382050733 cites W2594035233 @default.
- W4382050733 cites W2793282010 @default.
- W4382050733 cites W3096300328 @default.
- W4382050733 doi "https://doi.org/10.1109/meco58584.2023.10154987" @default.
- W4382050733 hasPublicationYear "2023" @default.
- W4382050733 type Work @default.
- W4382050733 citedByCount "0" @default.
- W4382050733 crossrefType "proceedings-article" @default.
- W4382050733 hasAuthorship W4382050733A5001180944 @default.
- W4382050733 hasAuthorship W4382050733A5020490212 @default.
- W4382050733 hasAuthorship W4382050733A5030405275 @default.
- W4382050733 hasAuthorship W4382050733A5048927560 @default.
- W4382050733 hasAuthorship W4382050733A5072387754 @default.
- W4382050733 hasAuthorship W4382050733A5074371053 @default.
- W4382050733 hasConcept C107457646 @default.
- W4382050733 hasConcept C111919701 @default.
- W4382050733 hasConcept C149635348 @default.
- W4382050733 hasConcept C154945302 @default.
- W4382050733 hasConcept C159110408 @default.
- W4382050733 hasConcept C159437735 @default.
- W4382050733 hasConcept C177264268 @default.
- W4382050733 hasConcept C199360897 @default.
- W4382050733 hasConcept C207347870 @default.
- W4382050733 hasConcept C2775924081 @default.
- W4382050733 hasConcept C2776418194 @default.
- W4382050733 hasConcept C3018552312 @default.
- W4382050733 hasConcept C41008148 @default.
- W4382050733 hasConcept C48044578 @default.
- W4382050733 hasConcept C546215728 @default.
- W4382050733 hasConcept C555944384 @default.
- W4382050733 hasConcept C71924100 @default.
- W4382050733 hasConcept C79061980 @default.
- W4382050733 hasConceptScore W4382050733C107457646 @default.
- W4382050733 hasConceptScore W4382050733C111919701 @default.
- W4382050733 hasConceptScore W4382050733C149635348 @default.
- W4382050733 hasConceptScore W4382050733C154945302 @default.
- W4382050733 hasConceptScore W4382050733C159110408 @default.
- W4382050733 hasConceptScore W4382050733C159437735 @default.
- W4382050733 hasConceptScore W4382050733C177264268 @default.
- W4382050733 hasConceptScore W4382050733C199360897 @default.
- W4382050733 hasConceptScore W4382050733C207347870 @default.
- W4382050733 hasConceptScore W4382050733C2775924081 @default.
- W4382050733 hasConceptScore W4382050733C2776418194 @default.
- W4382050733 hasConceptScore W4382050733C3018552312 @default.
- W4382050733 hasConceptScore W4382050733C41008148 @default.
- W4382050733 hasConceptScore W4382050733C48044578 @default.
- W4382050733 hasConceptScore W4382050733C546215728 @default.
- W4382050733 hasConceptScore W4382050733C555944384 @default.
- W4382050733 hasConceptScore W4382050733C71924100 @default.
- W4382050733 hasConceptScore W4382050733C79061980 @default.
- W4382050733 hasLocation W43820507331 @default.
- W4382050733 hasOpenAccess W4382050733 @default.
- W4382050733 hasPrimaryLocation W43820507331 @default.
- W4382050733 hasRelatedWork W2408666710 @default.
- W4382050733 hasRelatedWork W2593325291 @default.
- W4382050733 hasRelatedWork W2605026180 @default.
- W4382050733 hasRelatedWork W2806244962 @default.
- W4382050733 hasRelatedWork W3024037200 @default.
- W4382050733 hasRelatedWork W3030277019 @default.
- W4382050733 hasRelatedWork W3043735964 @default.
- W4382050733 hasRelatedWork W3157854534 @default.
- W4382050733 hasRelatedWork W46211652 @default.
- W4382050733 hasRelatedWork W91291246 @default.
- W4382050733 isParatext "false" @default.
- W4382050733 isRetracted "false" @default.
- W4382050733 workType "article" @default.