Development of Basic Human Behaviors Cognitive System using Plant Bioelectric Potential

Jazyk:	japonština
Rok vydání:	2014
Předmět:	植物生体電位 センサシステム plant bioelectric potential sensory system ケプストラム分析 recognition of basic human behaviors 振る舞い認知 cepstrum analysis
Zdroj:	電気学会論文誌Ｅ（センサ・マイクロマシン部門誌）= IEEJ Transactions on Sensors and Micromachines. 134(7):206-211
ISSN:	1341-8939
Popis:	In this paper, we investigated influence on plant bioelectric potential by basic human behaviors. We analyzed four basic human behaviors such as touching the plant, opening the door, approaching the plant and turning on the lighting. As a result, the special response of bioelectric potential were influenced by each behavior. Bioelectric potential shows the impulse responses due to the behavior. Therefore we tried to learn and recognize human behaviors by extracting a characteristic from plant bioelectric potential. The method to recognize basic human behaviors that we propose uses a low level ingredient of cepstrum of plant bioelectric potential. Some data didn't recognize correctly because of individual difference of human behaviors, however, F-measure became an average of 0.76. It shows that the proposal method may be effective way to recognize basic human behaviors from plant bioelectric potential. 出版者照会後に全文公開
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=jairo_______::fb3e642015b8c98a5b15e72f81fa9cdb http://hdl.handle.net/2297/39726 Zobrazit plný text záznamu