Sistem Confidence: pogled v prihodnost oskrbe starejših

author: Mitja Luštrek, Department of Intelligent Systems, Jožef Stefan Institute
published: July 8, 2011,   recorded: June 2011,   views: 107
released under terms of: Creative Commons Attribution Share Alike (CC-BY-SA)
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Cilj sistema Confidence, ki je bil razvit v istoimenskem projektu 7OP, je podaljšanje samostojnosti starejših z zagotavljanjem večje varnosti na domu. Uporabnik na telesu nosi nekaj značk, katerih položaj v prostoru zaznavamo z infrardečimi ali radijskimi senzorji. Iz položajev značk razberemo uporabnikovo držo in aktivnost. Ta služi kot podlaga za zaznavanje padcev in nenavadnega gibanja, ki utegne biti znak bolezni. Pri zaznavanju padcev združujemo metode strojnega učenja in ročno izdelana pravila. Pri zaznavanju nenavadnega gibanja merimo odstopanje značilk gibanja od običajnih vrednosti. Večina komponent sistema omogoča (pretežno) samodejno prilagajanje posamičnemu uporabniku. Poizkusi s težko prepoznavnimi padci so pokazali, da je sistem Confidence boljši od bolj razširjenega zaznavanja padcev s pospeškomeri.

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