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KLASIFIKACIJA POKRETA ŠAKE NA OSNOVU EMG SIGNALA
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U ovom radu prikazan je postupak obrade EMG signala i njihove klasifikacije u cilju određivanja pokreta šake. Korišćeni su klasifikatori na bazi k najbližih suseda, vektora nosača i linearna diskriminantna analiza. Najbolje performanse ima klasifikator na bazi k najbližih suseda. Rezultati pokazuju potrebu kvalitetnijeg oblika normalizacije signala, u cilju poboljšanja klasifikacije. Takođe bi bilo poželjno obučiti neuralnu mrežu pa ispitati njene performanse.
Faculty of Technical Sciences
Title: KLASIFIKACIJA POKRETA ŠAKE NA OSNOVU EMG SIGNALA
Description:
U ovom radu prikazan je postupak obrade EMG signala i njihove klasifikacije u cilju određivanja pokreta šake.
Korišćeni su klasifikatori na bazi k najbližih suseda, vektora nosača i linearna diskriminantna analiza.
Najbolje performanse ima klasifikator na bazi k najbližih suseda.
Rezultati pokazuju potrebu kvalitetnijeg oblika normalizacije signala, u cilju poboljšanja klasifikacije.
Takođe bi bilo poželjno obučiti neuralnu mrežu pa ispitati njene performanse.
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