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001-es BibID:BIBFORM061765
Első szerző:Orha, Ioan
Cím:Activity recognition using an e-textile data acquisition system / Orha I, Oniga S.
Megjegyzések:In our research we have proposed implementation of an activity recognition system based on a data acquisition system with e-textiJe components. One of the most important requirement of data acquisition systems used in human activity recognition is their level of acceptability or their level of obstruction 12, 41. Starting from this important requirement, we designed a wearable data acquisition system using e-textiJe components, in the form of buttons with an attractive aesthetic, easy to integrate in clothing objects of a person. In our experiments the system was built on a cuff which can be easily attached to the hand or foot. Our system contains, on the wearable part, three Lilypad type, e-textile sensors (acceleration on three-axis, light, and temperature), a Lilypad Arduino microcontroller module, and a communication module which consist in a LilyPad XBee module with an XBee ImW Trace Antenna module integrated. For receiving data, on the fixed part of the system, we have an Arduino communication module with an XBee module attached, and an Arduino Uno platformconnected to a PC through a serial port. For activity recognition, data files are transferred to a PC, and data is processed in the Matlab using artificial neural networks as classifier.
Tárgyszavak:Műszaki tudományok Informatikai tudományok tanulmány, értekezés
Data acquisition
Neural network
Activity recognition
Megjelenés:2015 IEEE 21st International Symposium for Design and Technology in Electronic Packaging (SIITME), Brasov, Romania, 22-25 October, 2015 / ed. Zsolt Illyefalvi-Vitéz. - p. 335-339. -
További szerzők:Oniga István László (1960-) (villamosmérnök)
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