Flexible RFID Location System Based on Artificial Neural Networks for Medical Care Facilities

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题名:	Flexible RFID Location System Based on Artificial Neural Networks for Medical Care Facilities
作者:	黃明祥;Hwang, Min-Shiang
贡献者:	資訊工程學系
关键词:	Real-time location system (RTLS);Radio frequency identification (RFID);Back propagation network (BPN);Received signal strength indicator (RSSI)
日期:	2009-04
上传时间:	2012-11-22 09:14:38 (UTC+0)
摘要:	RFID location systems are often used in real-time location systems that come up with the problems like multipath phenomenon and layout changing. These make locating difficult because most of the location systems are based on fixed mathematical calculation that cannot take these situations into account. Using artificial neural network, our location scheme can learn the geography features to adapt to the real world. It could avoid multipath phenomenon effect and be flexibly applied to any environment. The experimental processes and result are shown in the end of the paper.
關聯:	The 2nd Joint Workshop On High Confidence Medical Devices, Software, and Systems (HCMDSS 2009) and Medical Device Plug-and-Play (MD PnP 2009)
显示于类别:	[資訊工程學系] 會議論文

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