DC Field | Value | Language |
---|---|---|
dc.contributor.author | Suh, Junseuk | ko |
dc.contributor.author | Ryu, Si Jung | ko |
dc.contributor.author | Han, Byunghun | ko |
dc.contributor.author | Choi, JaeWoo | ko |
dc.contributor.author | Kim, Jong-Hwan | ko |
dc.contributor.author | Hong, Songcheol | ko |
dc.date.accessioned | 2020-12-01T23:30:23Z | - |
dc.date.available | 2020-12-01T23:30:23Z | - |
dc.date.created | 2020-12-01 | - |
dc.date.issued | 2018-11-08 | - |
dc.identifier.citation | 30th Asia-Pacific Microwave Conference, APMC 2018, pp.860 - 862 | - |
dc.identifier.uri | http://hdl.handle.net/10203/277883 | - |
dc.description.abstract | A 24 GHz frequency modulated continuous wave radar system to recognize human's hand gestures is implemented, which uses commercial off-the-shelf RF front-end IC with one transmitter and four receivers. Planar patch array antennas, signal conditioning circuits and interconnections to a PC are designed for the system. Range-Doppler maps for four receiver channels are obtained with saw-tooth chirping signals transmitted to detect hand gestures. The radar system shows real-time highly accurate gesture recognition. Long-short term memory recurrent neural network as a supervised machine learning technique is used. Seven kinds of hand gestures are recognized within 0.4 m and ±30° from the center of the transmitted antenna with above 91 % accuracy. | - |
dc.language | English | - |
dc.publisher | Institute of Electrical and Electronics Engineers Inc. | - |
dc.title | 24 GHz FMCW Radar System for Real-Time Hand Gesture Recognition Using LSTM | - |
dc.type | Conference | - |
dc.identifier.wosid | 000457599800283 | - |
dc.identifier.scopusid | 2-s2.0-85061768080 | - |
dc.type.rims | CONF | - |
dc.citation.beginningpage | 860 | - |
dc.citation.endingpage | 862 | - |
dc.citation.publicationname | 30th Asia-Pacific Microwave Conference, APMC 2018 | - |
dc.identifier.conferencecountry | JA | - |
dc.identifier.conferencelocation | Kyoto | - |
dc.identifier.doi | 10.23919/APMC.2018.8617375 | - |
dc.contributor.localauthor | Kim, Jong-Hwan | - |
dc.contributor.localauthor | Hong, Songcheol | - |
dc.contributor.nonIdAuthor | Han, Byunghun | - |
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