research-article

Applying wearable solutions in dependent environments

Authors:

Juan A. Fraile,

Juan M. Corchado,

Ajith AbrahamAuthors Info & Claims

IEEE Transactions on Information Technology in Biomedicine, Volume 14, Issue 6

Pages 1459 - 1467

https://doi.org/10.1109/TITB.2010.2053849

Published: 01 November 2010 Publication History

Abstract

This paper proposes a multiagent system (MAS) that uses smart wearable devices and mobile technology for the care of patients in a geriatric home care facility. The system is based on an advanced ZigBee wireless sensor network (WSN) and includes location and identification microchips installed in patient clothing and caregiver uniforms. The use of radio-frequency identification and near-field communication technologies allows remote monitoring of patients, and makes it possible for them to receive treatment according to preventivemedical protocol. The proposed MAS manage the infrastructure of services within the environment both efficiently and securely by reasoning, task-planning, and synchronizing the data obtained from the sensors. Additionally, this paper presents the design and implementation of the reasoning agent in the MAS. A system prototype was installed in a real environment and the results obtained are presented in this paper.

References

[1]

G. D. Abowd, G. R. Hayes, G. Iachello, J. A. Kientz, S. N. Patel, M. M. Stevens, and K. N. Truong, "Prototypes and paratypes: Designing mobile and ubiquitous computing applications," IEEE Pervasive Comput., vol. 4, no. 4, pp. 67-73, Oct.-Dec. 2005.

Digital Library

[2]

M. Akay, T. Tamura, Y. Higashi, and T. Fujimoto, "Unconstrained monitoring of body motion during walking," IEEE Eng. Med. Biol. Mag., vol. 22, no. 3, pp. 104-109, May/Jun. 2003.

[3]

A. A. Freitas, D. C. Wieser, and R. Apweiler, "On the importance of comprehensible classification models for protein function prediction," IEEE/ACM Trans. Comput. Biol. Bioinformatics, vol. 7, no. 1, pp. 172- 182, Jan.-Mar. 2010.

Digital Library

[4]

S. Wernicke, "Effcient detection of network motifs," IEEE/ACM Trans. Comput. Biol. Bioinformatics, vol. 3, no. 4, pp. 347-359, Oct.-Dec. 2006.

Digital Library

[5]

MyHeart: Fighting cardio-vascular diseases by preventive lifestyle and early diagnosis. (2006) {Online}. Available: http://www.hitechprojects. com/euprojects/myheart/.

[6]

J. Paradiso, G. Borriello, and P. Bonato, "Implantable electronics," IEEE Pervasive Comput., vol. 7, no. 1, pp. 12-13, Jan.-Mar. 2008.

[7]

S. Giroux and H. Pigot, From Smart Homes to Smart Care: ICOST 2005 (Assistive Technology and Research). Fairfax, VA: IOS Press, 2005.

[8]

B. Rhodes and K. Mase, "Wearable in 2005," IEEE Pervasive Comput., vol. 5, no. 1, pp. 92-95, Jan.-Mar. 2006.

Digital Library

[9]

P. Baronti, P. Pillai, V. W. C. Chook, S. Chessa, A. Gotta, and Y. F. Hu, "Wireless sensor networks: Asurvey on the state of the art and the 802.15.4 and ZigBee standards," Comput. Commun., vol. 30, no. 7, pp. 1655-1695, 2007.

Digital Library

[10]

ESTO: Science and Technology Roadmapping: Ambient Intelligence in Everyday Life (AmI@Life), Joint Res. Centre/Institute Perspect. Technol. Stud., Seville, Spain, 2003.

[11]

G.-Z. Yang, Ed., Body Sensor Networks. London, U.K.: Springer-Verlag, 2006.

[12]

K. Hung and Y. T. Zhang, "Implementation of a WAP-based telemedicine system for patient monitoring," IEEE Trans. Inf. Technol. Biomed., vol. 7, no. 2, pp. 101-107, Jun. 2003.

Digital Library

[13]

C. C. Lin, P. Y. Lin, P. K. Lu, G. Y. Hsieh, W. L. Lee, and R. G. Lee, "A healthcare integration system for disease assessment and safety monitoring of dementia patients," IEEE Trans. Inf. Technol. Biomed., vol. 12, no. 5, pp. 579-586, Sep. 2008.

Digital Library

[14]

J. M. Corchado, J. Bajo, Y. de Paz, and D. Tapia, "Intelligent environment for monitoring alzheimer patients, agent technology for health care," Decision Support Syst., vol. 34, no. 2, pp. 382-396, 2008.

Digital Library

[15]

J. M. Corchado, J. Bajo, and A. Abraham, "GERAmI: Improving the delivery of health care," IEEE Intell. Syst., vol. 23, no. 2, pp. 19-25, Mar./Apr. 2008.

Digital Library

[16]

B. Schön, G. M. P. O'Hare, B. R. Duffy, A. N. Martin, and J. F. Bradley, "Agent assistance for 3D world navigation," in Lecture Notes in Computer Science. vol. 1, New York: Springer-Verlag, 2005, p. 499.

[17]

M. O. Shafiq, Y. Ding, and D. Fensel, "Bridging multi agent systems and web services: Towards interoperability between software agents and semantic web services," in Proc. 10th IEEE Int. Enterprise Distrib. Object Comput. Conf., IEEE Computer Society, Washington, DC, 2010, pp. 85- 96.

[18]

G. T. Jayaputera, A. B. Zaslavsky, and S. W. Loke, "Enabling run-time composition and support for heterogeneous pervasive multi-agent systems," J. Syst. Softw., vol. 80, no. 12, pp. 2039-2062, 2007.

Digital Library

[19]

E. Strömmer, J. Kaartinen, J. Pärkkä, A. Ylisaukkooja, and I. Korhonen, "Application of near field communication for health monitoring in daily life," in Proc. 28th IEEE EMBS Int. Conf., New York City, NY, 2006, pp. 3246-3249.

[20]

R. Want, "Anintroduction to RFID technology," IEEE Pervasive Comput., vol. 5, no. 1, pp. 25-33, Jan.-Mar. 2006.

Digital Library

[21]

Y. Hsu, C. Yang, T. Tsai, C. Cheng, and C. Wu, "Development of a decentralized home telehealth monitoring system," Telemed. e-Health, vol. 13, no. 1, pp. 69-78, 2007.

[22]

A. Lymberis, "Smart wearables for remote health monitoring, from prevention to rehabilitation: Current R&D, future challenges," in Proc. 4th Annu. IEEE Conf. Inf. Technol. Appl. Biomed., 2002, pp. 272-275.

[23]

A. Milenkovic, C. Otto, and E. Jovanov, "Wireless sensor networks for personal health monitoring," Issues and an Implementation, Comput. Commun., Wireless Sens. Netw. Wired/Wireless Internet Commun., vol. 29, no. 13-14, pp. 2521-2533, 2006.

Digital Library

[24]

J. Stein, "Wearable sensor technology for functional assessment after stroke," IEEE Eng. Med. Biol. Mag., vol. 22, no. 3, pp. 26-27, May-Jun. 2003.

[25]

F. Buttussi and L. Chittaro, "MOPET: A context-aware and user-adaptive wearable system for fitness training," Artif. Intell. Med., vol. 42, no. 2, pp. 153-163, 2008.

Digital Library

[26]

S. J. M. Bamberg, A. Y. Benbasat, D. M. Scarborough, D. E. Krebs, and J. A. Paradiso, "Gait analysis using a shoe-integrated wireless sensor system," IEEE Trans. Inf. Technol. Biomed., vol. 12, no. 4, pp. 413-423, Jul. 2008.

Digital Library

[27]

H. Leung, S. Chandana, and S. Wei, "Distributed sensing based on intelligent sensor networks," IEEE Circuits Syst. Mag., vol. 8, no. 2, pp. 38-52, May 2008.

[28]

Y. D. Lee and W. Y. Chung, "Wireless sensor network based wearable smart shirt for ubiquitous health and activity monitoring," Sens. Actuators B: Chem., vol. 140, no. 2, pp. 390-395, 2009.

[29]

T. W. Bickmore, D. Mauer, and T. Brown, "Context awareness in a handheld exercise agent," Pervasive Moblie Comput., vol. 5, no. 3, pp. 226- 235, 2009.

Digital Library

[30]

W. H. Wu, A. T. Bui, M. A. Batalin, L. K. Au, J. D. Binney, and W. J. Kaiser, "MEDIC:Medical embedded device for individualized care," Artif. Intell. Med., vol. 42, no. 2, pp. 137-152, 2008.

Digital Library

[31]

P. S. Pandian, K. P. Safeer, P. Gupta, D. T. Shakunthala, B. S. Sundersheshu, and V. C. Padaki, "Wireless sensor network for wearable physiological monitoring," J. Netw., vol. 3, no. 5, pp. 21-29, 2008.

[32]

J. Bajo and J. M. Corchado, "Thomas: Practical applications of agents and multiagent systems," in Proc. 10th Int. Work-Conf. Artif. Neural Netw., Salamanca, Spain, LNCS, Berlin, Germany, 2009, pp. 512-513.

[33]

Y. Huang and A. Pang, "A comprehensive study of low-power operation in ieee 802.15.4," in Proc. 10th ACM Symp. Model., Anal., Simul. Wireless Mobile Syst. (MSWiM 2007), Chania, Crete Island, Greece, New York, NY, 2007, pp. 405-408.

[34]

Z. Z. Belloum, A. de Laat, C. Adriaans, P. Hertzberger, and B., "Using Jade agent framework to prototype an e-science workflow bus," in Proc. Cluster Comput. Grid. Seventh IEEE Int. Symp., Rio de Janeiro, 2007, pp. 655-660.

[35]

A. Pokahr, L. Braubach, and W. Lamersdorf, "Jadex: A BDI Reasoning Engine," in Chapter Multi-Agent Programming. Norwell, MA: Kluwer, 2005.

[36]

J. M. Corchado, M. Glez-Bedia, Y. de Paz, J. Bajo, and J. F. de Paz, "Concept, formulation and mechanism for agent replanification: MRP architecture," Comput. Intell., vol. 24, no. 2, pp. 77-107, 2008.

[37]

J. Bajo, V. Julián, J. M. Corchado, C. Carrascosa, Y. de Paz, V. Botti, and J. F. de Paz, "An execution time planner for the ARTIS agent architecture," Eng. Appl. Artif. Intell., vol. 21, no. 5, pp. 769-784, 2008.

Digital Library

[38]

Y. S. Yan and Y. T. Zhang, "An efficient motion-resistant method for wearable pulse oximeter," IEEE Trans. Inf. Technol. Biomed., vol. 12, no. 3, pp. 399-405, May 2008.

[39]

G. L. Bodic, Mobile Messaging, Technologies and Services, 2nd ed. New York: Wiley, 2005.

Cited By

Zhang GNing Z(2022)Personal Health and Illness Management and the Future Vision of Biomedical Clothing Based on WSNInternational Journal of Data Warehousing and Mining10.4018/IJDWM.31612619:1(1-21)Online publication date: 29-Dec-2022
https://dl.acm.org/doi/10.4018/IJDWM.316126
López-Blanco RAlonso RPrieto JRodríguez-González SCorchado J(2022)Indoor Access Control System Through Symptomatic Examination Using IoT Technology, Fog Computing and Cloud ComputingHybrid Artificial Intelligent Systems10.1007/978-3-031-15471-3_6(60-72)Online publication date: 5-Sep-2022
https://dl.acm.org/doi/10.1007/978-3-031-15471-3_6
Niknejad NHussin AGhani IGanjouei F(2020)A confirmatory factor analysis of the behavioral intention to use smart wellness wearables in MalaysiaUniversal Access in the Information Society10.1007/s10209-019-00663-019:3(633-653)Online publication date: 1-Aug-2020
https://dl.acm.org/doi/10.1007/s10209-019-00663-0
Show More Cited By

Applying wearable solutions in dependent environments
1. Networks
  1. Network types

Recommendations

Research on Wearable Smart Products for Elderly Users Based on Kano Model
Human Aspects of IT for the Aged Population. Design, Interaction and Technology Acceptance
Abstract
In 2021, the key indicators of the seventh national census released by the National Bureau of Statistics of China showed the deepening population aging. Nowadays, the Chinese government vigorously promotes a series of elderly care measures at home ...
A Survey on Smart Wearable Devices for Healthcare Applications
Abstract
This paper introduces a survey on recent smart wearable devices used in different fields, especially healthcare applications. A discussion is presented in terms of power supply, wireless technologies, applications, and wearability of these ...
A survey on wearable sensor-based systems for health monitoring and prognosis

The design and development of wearable biosensor systems for health monitoring has garnered lots of attention in the scientific community and the industry during the last years. Mainly motivated by increasing healthcare costs and propelled by recent ...

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image IEEE Transactions on Information Technology in Biomedicine

IEEE Transactions on Information Technology in Biomedicine Volume 14, Issue 6

November 2010

179 pages

ISSN:1089-7771

Issue’s Table of Contents

Copyright © 2010.

Publisher

IEEE Press

Publication History

Published: 01 November 2010

Accepted: 14 June 2010

Revised: 18 May 2010

Received: 13 February 2010

Author Tags

Qualifiers

Research-article

Contributors

Other Metrics

View Article Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

15
Total Citations
View Citations
0
Total Downloads

Downloads (Last 12 months)0
Downloads (Last 6 weeks)0

Reflects downloads up to 12 Dec 2024

Other Metrics

View Author Metrics

Citations

Cited By

Zhang GNing Z(2022)Personal Health and Illness Management and the Future Vision of Biomedical Clothing Based on WSNInternational Journal of Data Warehousing and Mining10.4018/IJDWM.31612619:1(1-21)Online publication date: 29-Dec-2022
https://dl.acm.org/doi/10.4018/IJDWM.316126
López-Blanco RAlonso RPrieto JRodríguez-González SCorchado J(2022)Indoor Access Control System Through Symptomatic Examination Using IoT Technology, Fog Computing and Cloud ComputingHybrid Artificial Intelligent Systems10.1007/978-3-031-15471-3_6(60-72)Online publication date: 5-Sep-2022
https://dl.acm.org/doi/10.1007/978-3-031-15471-3_6
Niknejad NHussin AGhani IGanjouei F(2020)A confirmatory factor analysis of the behavioral intention to use smart wellness wearables in MalaysiaUniversal Access in the Information Society10.1007/s10209-019-00663-019:3(633-653)Online publication date: 1-Aug-2020
https://dl.acm.org/doi/10.1007/s10209-019-00663-0
Albahri AZaidan AAlbahri OZaidan BAlsalem M(2018)Real-Time Fault-Tolerant mHealth SystemJournal of Medical Systems10.1007/s10916-018-0983-942:8(1-56)Online publication date: 1-Aug-2018
https://dl.acm.org/doi/10.1007/s10916-018-0983-9
Kalid NZaidan AZaidan BSalman OHashim MMuzammil H(2018)Based Real Time Remote Health Monitoring SystemsJournal of Medical Systems10.1007/s10916-017-0883-442:2(1-30)Online publication date: 1-Feb-2018
https://dl.acm.org/doi/10.1007/s10916-017-0883-4
Jeong SKim SPark JChoi B(2017)Domain-specific innovativeness and new product adoptionTelematics and Informatics10.1016/j.tele.2016.09.00134:5(399-412)Online publication date: 1-Aug-2017
https://dl.acm.org/doi/10.1016/j.tele.2016.09.001
Wu JLi HLin ZZheng H(2017)Competition in wearable device marketElectronic Commerce Research10.1007/s10660-016-9227-617:3(335-359)Online publication date: 1-Sep-2017
https://dl.acm.org/doi/10.1007/s10660-016-9227-6
Wu JLi HCheng SLin Z(2016)The promising future of healthcare servicesInformation and Management10.1016/j.im.2016.07.00353:8(1020-1033)Online publication date: 1-Dec-2016
https://dl.acm.org/doi/10.1016/j.im.2016.07.003
Mamun MHannan MHussain ABasri H(2016)Theoretical model and implementation of a real time intelligent bin status monitoring system using rule based decision algorithmsExpert Systems with Applications: An International Journal10.1016/j.eswa.2015.11.02548:C(76-88)Online publication date: 15-Apr-2016
https://dl.acm.org/doi/10.1016/j.eswa.2015.11.025
Said AMarot MIbrahim AAfifi H(2016)Modeling interactive real-time applications in VANETs with performance evaluationComputer Networks: The International Journal of Computer and Telecommunications Networking10.1016/j.comnet.2016.04.021104:C(66-78)Online publication date: 20-Jul-2016
https://dl.acm.org/doi/10.1016/j.comnet.2016.04.021
Show More Cited By

View Options

View options

Login options

Check if you have access through your login credentials or your institution to get full access on this article.

Full Access

Get this Publication

Media

Figures

Other

Tables

View Issue’s Table of Contents