Sensor Data Fusion for Activity Monitoring in Ambient Assisted Living Environments

被引：0

作者：

Amoretti, M. ^{[1
,5
]}

Wientapper, F. ^{[2
]}

Furfari, F. ^{[3
]}

Lenzi, S. ^{[3
]}

Chessa, S. ^{[3
,4
]}

机构：

[1] R&S INFO, Parma, Italy

[2] Fraunhofer IGD, Darmstadt, Germany

[3] CNR, ISTI, I-00185 Pisa, Italy

[4] Univ Pisa, Dept Comp Sci, I-56100 Pisa, Italy

[5] Univ Parma, Dept Informat Engn, I-43100 Parma, Italy

来源：

SENSOR SYSTEMS AND SOFTWARE | 2010年 / 24卷

关键词：

Ambient intelligence; context-awareness; data fusion; artificial vision; activity monitoring; CLASSIFICATION;

D O I：

暂无

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

We illustrate the PERSONA context-awareness framework applied to a major problem in Ambient Intelligence, namely user activity monitoring, that requires to infer new knowledge from collected and fused sensor data, dealing with highly dynamic environments where devices continuously change their availability and (or) physical location. We describe the Sensor Abstraction and Integration Layer (SAIL), we introduce the Human Posture Classification component, which is one particular context information provider, and finally we describe the Activity Monitor, which is a reasoner that delivers aggregated/derived context events in terms of the context ontology.

引用

页码：206 / +

页数：3

共 27 条

[1]

AMIGO Project, 2004, AMB INT NETW HOM ENV

[2]

[Anonymous], Weka 3: Data Mining Software in Java

[3]

[Anonymous], P IEEE INT C IM PROC

[4]

[Anonymous], 2003, ADV NEURAL INFORM PR

[5] Wireless sensor networks: A survey on the state of the art and the 802.15.4 and ZigBee standards [J].

Baronti, Paolo ;

Pillai, Prashant ;

Chook, Vince W. C. ;

Chessa, Stefano ;

Gotta, Alberto ;

Hu, Y. Fun .

COMPUTER COMMUNICATIONS, 2007, 30 (07) :1655-1695

[6]

Bouckaert R.R., 2008, Bayesian Network Classifiers in Weka for Version 3-5-8

[7]

COZMAN FG, INTERCHANGE FORMAT B

[8] Probabilistic posture classification for human-behavior analysis [J].

Cucchiara, R ;

Grana, C ;

Prati, A ;

Vezzani, R .

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2005, 35 (01) :42-54

[9]

Fides-Valero A, 2008, LECT NOTES COMPUT SC, V5355, P91, DOI 10.1007/978-3-540-89617-3_7

[10] SAIL: a Sensor Abstraction and Integration Layer for Context Awareness [J].

Girolami, Michele ;

Lenzi, Stefano ;

Furfari, Francesco ;

Chessa, Stefano .

PROCEEDINGS OF THE 34TH EUROMICRO CONFERENCE ON SOFTWARE ENGINEERING AND ADVANCED APPLICATIONS, 2008, :374-381

← 1 2 3 →