Wellness determination of inhabitant based on daily activity behaviour in real-time monitoring using Sensor Networks

作者: N. K. Suryadevara , A. Gaddam , S. C. Mukhopadhyay , R. K. Rayudu

DOI: 10.1109/ICSENST.2011.6137025

关键词: Real-time computingEngineeringNovel techniqueRemote patient monitoringSoftwareWireless sensor networkEmbedded systemActivity recognition

摘要: In this study, we reported a Wireless Sensor Network (WSN) based system for monitoring daily living activities of inhabitant and smart software including novel technique determining wellness the on activity usage household appliances. We defined two new functions to determine status in real-time were able find out regular character sensor equipped home. Developed intelligent program was tested at four different houses with only single inhabitant. Results determination are encouraging deriving habitual behaviour

参考文章(14)
Kyung Sup Kwak, Moshaddique Al Ameen, Social Issues in Wireless Sensor Networks with Healthcare Perspective The International Arab Journal of Information Technology. ,vol. 8, pp. 52- 58 ,(2011)
Mark A. Hall, Ian H. Witten, Eibe Frank, Data Mining: Practical Machine Learning Tools and Techniques ,(1999)
K. Hara, T. Omori, R. Ueno, Detection of unusual human behavior in intelligent house ieee workshop on neural networks for signal processing. pp. 697- 706 ,(2002) , 10.1109/NNSP.2002.1030081
Arie Hans Nasution, Sabu Emmanuel, Intelligent Video Surveillance for Monitoring Elderly in Home Environments multimedia signal processing. pp. 203- 206 ,(2007) , 10.1109/MMSP.2007.4412853
George Papamatthaiakis, George C. Polyzos, George Xylomenos, Monitoring and Modeling Simple Everyday Activities of the Elderly at Home consumer communications and networking conference. pp. 617- 621 ,(2010) , 10.1109/CCNC.2010.5421717
Zhongna Zhou, Wenqing Dai, J. Eggert, J.T. Giger, J. Keller, M. Rantz, Zhihai He, A real-time system for in-home activity monitoring of elders international conference of the ieee engineering in medicine and biology society. ,vol. 2009, pp. 6115- 6118 ,(2009) , 10.1109/IEMBS.2009.5334915
Hung Pung, Tao Gu, Wenwei Xue, Paulito Palmes, Jian Zhu, Wen Ng, Chee Tang, Nguyen Chung, Context-aware middleware for pervasive elderly homecare IEEE Journal on Selected Areas in Communications. ,vol. 27, pp. 510- 524 ,(2009) , 10.1109/JSAC.2009.090513
Hamid Medjahed, Dan Istrate, Jerome Boudy, Bernadette Dorizzi, Human activities of daily living recognition using fuzzy logic for elderly home monitoring ieee international conference on fuzzy systems. pp. 2001- 2006 ,(2009) , 10.1109/FUZZY.2009.5277257
Dimitrios Lymberopoulos, Athanasios Bamis, Thiago Teixeira, Andreas Savvides, BehaviorScope: Real-Time Remote Human Monitoring Using Sensor Networks information processing in sensor networks. pp. 533- 534 ,(2008) , 10.1109/IPSN.2008.49
Seon-Woo Lee, Yong-Joong Kim, Gi-Sup Lee, Byung-Ok Cho, Nam-Ha Lee, A remote behavioral monitoring system for elders living alone international conference on control, automation and systems. pp. 2725- 2730 ,(2007) , 10.1109/ICCAS.2007.4406830