The use of pervasive sensing for behaviour profiling - a survey

被引：107

作者：

Atallah, Louis ^{[1
]}

Yang, Guang-Zhong ^{[1
]}

机构：

[1] Univ London Imperial Coll Sci Technol & Med, Dept Comp, London, England

来源：

PERVASIVE AND MOBILE COMPUTING | 2009年 / 5卷 / 05期

基金：

英国工程与自然科学研究理事会;

关键词：

Behaviour; Sensor networks; Pervasive sensing; Probabilistic models; HIDDEN MARKOV-MODELS; HUMAN ACTIVITY RECOGNITION; PHYSICAL-ACTIVITY; MOTION; SURVEILLANCE; COMPUTER; SYSTEM; REPRESENTATION; COMPUTATION; TECHNOLOGY;

D O I：

10.1016/j.pmcj.2009.06.009

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

With the maturity of sensing and pervasive computing techniques, extensive research is being carried out in using different sensing techniques for understanding human behaviour. An introduction to key modalities of pervasive sensing is presented. Behaviour modelling is then highlighted with a focus on probabilistic models. The survey discusses discriminative approaches as well as relevant work on behaviour pattern clustering and variability. The influence of interacting with people and objects in the environment is also discussed. Finally, challenges and new research opportunities are highlighted. (C) 2009 Elsevier B.V. All rights reserved.

引用

页码：447 / 464

页数：18

共 149 条

[1] A survey on sensor networks [J].

Akyildiz, IF ;

Su, WL ;

Sankarasubramaniam, Y ;

Cayirci, E .

IEEE COMMUNICATIONS MAGAZINE, 2002, 40 (08) :102-114

[2]

Al-Hames M., 2005, P IEEE ICIP, P161

[3]

Ali R., 2009, P BSN09 IN PRESS, V1

[4]

Andrade EL, 2006, INT C PATT RECOG, P175

[5]

[Anonymous], 2004, Wireless Sensor Networks, First Edition: An Information Processing Approach

[6]

[Anonymous], 2007, IEEE C COMP VIS PATT

[7]

[Anonymous], PHYSICA A

[8]

[Anonymous], 1976, GROWING POINTS ETHOL

[9]

Atallah L, 2007, IFMBE PROC, V13, P133

[10] Action comprehension: Deriving spatial and functional relations [J].

Bach, P ;

Knoblich, G ;

Gunter, TC ;

Friederici, AD ;

Prinz, W .

JOURNAL OF EXPERIMENTAL PSYCHOLOGY-HUMAN PERCEPTION AND PERFORMANCE, 2005, 31 (03) :465-479

← 1 2 3 4 5 6 7 8 9 10 →