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DOI:	10.1371/journal.pone.0168069
论文题名:	Analysis of a Smartphone-Based Architecture with Multiple Mobility Sensors for Fall Detection
作者:	Eduardo Casilari; Jose Antonio Santoyo-Ramón; Jose Manuel Cano-García
刊名:	PLOS ONE
ISSN:	1932-6203
出版年:	2016
发表日期:	2016-12-8
卷:	11, 期:12
语种:	英语
英文关键词:	Cell phones ; Algorithms ; Wrist ; Accelerometers ; Ankles ; Prototypes ; Machine learning algorithms ; Human mobility
英文摘要:	During the last years, many research efforts have been devoted to the definition of Fall Detection Systems (FDSs) that benefit from the inherent computing, communication and sensing capabilities of smartphones. However, employing a smartphone as the unique sensor in a FDS application entails several disadvantages as long as an accurate characterization of the patient’s mobility may force to transport this personal device on an unnatural position. This paper presents a smartphone-based architecture for the automatic detection of falls. The system incorporates a set of small sensing motes that can communicate with the smartphone to help in the fall detection decision. The deployed architecture is systematically evaluated in a testbed with experimental users in order to determine the number and positions of the sensors that optimize the effectiveness of the FDS, as well as to assess the most convenient role of the smartphone in the architecture.
URL:	http://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0168069&type=printable
Citation statistics:
资源类型:	期刊论文
标识符:	http://119.78.100.158/handle/2HF3EXSE/23413
Appears in Collections:	过去全球变化的重建影响、适应和脆弱性科学计划与规划气候变化与战略全球变化的国际研究计划气候减缓与适应气候变化事实与影响

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File Name/ File Size	Content Type	Version	Access	License
journal.pone.0168069.pdf（2217KB）	期刊论文	作者接受稿	开放获取	CC BY-NC-SA	View Download

作者单位:

Departamento de Tecnología Electrónica, Universidad de Málaga, Malaga, Spain;Departamento de Tecnología Electrónica, Universidad de Málaga, Malaga, Spain;Departamento de Tecnología Electrónica, Universidad de Málaga, Malaga, Spain

Recommended Citation:

Eduardo Casilari,Jose Antonio Santoyo-Ramón,Jose Manuel Cano-García. Analysis of a Smartphone-Based Architecture with Multiple Mobility Sensors for Fall Detection[J]. PLOS ONE,2016-01-01,11(12)

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