research-article

An event driven framework for assistive CPS environments

Authors:

Fillia Makedon,

Dimitrios KosmopoulosAuthors Info & Claims

ACM SIGBED Review, Volume 6, Issue 2

Article No.: 3, Pages 1 - 9

https://doi.org/10.1145/1859823.1859826

Published: 01 July 2009 Publication History

Abstract

Assistive Cyberphysical Systems (ACPS) are pervasive and ubiquitous systems connecting the cyber with the physical worlds, with the aim to assist a human's daily activities both at home and at work. We present an event driven framework with event identification mechanisms that drive actuators, transform a substrate and alter human behavior in a feedback loop process that allows a human to control her ACPS. This framework is a dynamic, context aware, adaptive, self-repairing and high-confidence system that couples computational power with physical substrate (testbed) control and command; it monitors human activities with differential privacy and security capabilities, recognizes events, human needs from lifestyle, and processes environmental and longitudinal health data.

References

[1]

}}Zhengyi Le, Matt Bishop, and Fillia Makedon, Strong Mobile Device Protection from Loss and Capture Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'09), Corfu, Greece, June 9--13, 2009.

Digital Library

[2]

}}Alan Bowling, Zhengyi Le, and Fillia Makedon, SAL: A simulation and analysis tool for assistive living environments Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'09), Corfu, Greece, June 9--13, 2009.

Digital Library

[3]

}}Kyungseo Park, Eric Becker, Jyothi K. Vinjumur, Zhengyi Le, and Fillia Makedon, Human Behavioral Detection and Data Cleaning in Assisted Living Environment using Wireless Sensor Networks Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'09), Corfu, Greece, June 9--13, 2009.

Digital Library

[4]

}}Eric Becker, Zhengyi Le, Kyungseo Park, Yong Lin, and Fillia Makedon, Event-based Experiments in an Assistive Environment using Wireless Sensor Networks and Voice Recognition Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'09), Corfu, Greece, June 9--13, 2009.

Digital Library

[5]

}}Eric Becker, Gutemberg Guerra-Filho, and Fillia Makedon, Automatic Sensor Placement in a 3D Volume Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'09), Corfu, Greece, June 9--13, 2009.

Digital Library

[6]

}}Eric Becker, Vangelis Metsis, Roman Arora, Jyothi Vinjumur, Yurong Xu, Fillia Makedon, SmartDrawer: RFID-Based Smart Medicine Drawer for Assistive Environments Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'09), Corfu, Greece, June 9--13, 2009.

Digital Library

[7]

}}Yong Lin, Eric Becker, Kyungseo Park, Zhengyi Le, Fillia Makedon, Decision Making in Assistive Environments using Multimodal Observations Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'09), Corfu, Greece, June 9--13, 2009.

Digital Library

[8]

}}Roman Arora, Vangelis Metsis, Rong Zhang and Fillia Makedon, Providing QoS in Ontology Centered Context Aware Pervasive Systems Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'09), Corfu, Greece, June 9--13, 2009.

Digital Library

[9]

}}Eric Becker, Yurong Xu, Steven Ledford, Fillia Makedon, A wireless sensor network architecture and its application in an assistive environment Proceedings of the 1st International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'08), Athens, Greece, July 16--18, 2008.

Digital Library

[10]

}}Eric Becker, Yurong Xu, Heng Huang, Fillia Makedon, Requirements for implementation of localization into real-world assistive environments Proceedings of the 1st International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'08), Athens, Greece, July 16--18, 2008.

Digital Library

[11]

}}Vangelis Metsis, Zhengyi Le, Yu Lei, and Fillia Makedon, Towards An Evaluation Framework for Assistive Environments Proceedings of the 1st International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'08), Athens, Greece, July 16--18, 2008.

Digital Library

[12]

}}Zhengyi Le, Yi Ouyang, Yurong Xu, and Fillia Makedon, Mobile Device Protection against Loss and Capture Proceedings of the 1st International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'08), Athens, Greece, July 16--18, 2008.

Digital Library

[13]

}}Yi Ouyang, Yurong Xu, Zhengyi Le, Guanling Chen, and Fillia Makedon, Providing Location Privacy in Assisted Living Environments Proceedings of the 1st International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'08), Athens, Greece, July 16--18, 2008.

Digital Library

[14]

}}R. Anderson, "A Security Policy Model for Clinical Information Systems," Proceedings of the 1996 IEEE Symposium on Security and Privacy, pp. 34.48, May 1996.

Digital Library

[15]

}}R. Crawford, M. Bishop, B. Bhumiratana, L. Clark, and K. Levitt, "Sanitization Models and their Limitations," Proceedings of the New Security Paradigms Workshop, pp. 41.56, Sep. 2006.

Digital Library

[16]

}}J. Durbin and S. J. Koopman, "Time Series Analysis by State Space Methods," Oxford University Press Inc, New York 2001.

[17]

}}B. Hoh and M. Gruteser, "Protecting location privacy through path confusion," First International Conference on Security and Privacy for Emerging Areas in Communications Networks, 2005.

Digital Library

[18]

}}E. A. Lee, "Cyber physical systems: Design challenges," ISORC, IEEE Computer Society, pp. 363--369, 2008.

Digital Library

[19]

}}G. Karsai and J. Sztipanovits, "Modelintegrated development of cyber-physical systems. In Software Technologies for Embedded and Ubiquitous Systems," 6th IFIP WG 10.2 International Workshop, SEUS 2008, Anacarpi, Capri Island, Italy, vol. 5287, pp. 46--54, Springer, 2008.

Digital Library

[20]

}}F. Xia, L. Ma, J. Dong, and Y. Sun, " Network qos management in cyber-physical systems," ICESSSYMPOSIA '08: Proceedings of the 2008 International Conference on Embedded Software and Systems Symposia, pp. 302--307, Washington, DC, USA, IEEE Computer Society, 2008.

Digital Library

[21]

}}A. M. K. Cheng, "Cyber-physical medical and medication systems," ICDCSW '08: Proceedings of the 2008 The 28th International Conference on Distributed Computing Systems Workshops, pp. 529--532, Washington, DC, USA, 2008.

Digital Library

[22]

}}L. Sha, G. S., X. Liu, and Q. Wang, "Cyberphysical systems: A new frontier," Sensor Networks, Ubiquitous and Trustworthy Computing, 2008. SUTC '08. IEEE International Conference, pp. 1--9, 2008.

Digital Library

[23]

}}A. D. Wood and J. A. Stankovic, "Human in the loop: distributed data streams for immersive cyber-physical systems," SIGBED Rev, vol. 5, pp. 1--2, 2008.

Digital Library

[24]

}}K.-D. Kang and S. H. Son, "Real-time data services for cyber physical systems," 1st International Workshop on Cyber-Physical Systems(1st WCPS'08) at 28th IEEE International Conference on Distributed Computing Systems (28th ICDCS'08), Beijing, China, June 2008.

Digital Library

[25]

}}Zhengyi Le, Yi Ouyang, Yurong Xu, James Ford, and Fillia Makedon, "Preventing Unofficial Information Propagation", Proceedings of the 9th International Conference on Information and Communication Security (ICICS'07), LNCS, Springer, pp. 113--125, 2007.

Digital Library

[26]

}}H. Huang and C. Ding, "Robust Tensor Factorization Using R1 Norm," IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2008), pp. 1--8, 2008.

[27]

}}C. Ding, H. Huang, and D. Luo, "Tensor Reduction Error Analysis --- Applications to Video Compression and Classification," IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2008), pp. 1--8, 2008.

[28]

}}H. Huang, C. Ding, D. Luo, and T. Li, "Simultaneous Tensor Subspace Selection and Clustering: The Equivalence of High Order SVD and K-Means Clustering," The 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), pp. 327--335, 2008.

Digital Library

Cited By

Yang YYao YYang GZhou X(2020)A Spatio-Temporal Event Model for Unmanned System Swarm2020 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom)10.1109/ISPA-BDCloud-SocialCom-SustainCom51426.2020.00188(1271-1277)Online publication date: Dec-2020
https://doi.org/10.1109/ISPA-BDCloud-SocialCom-SustainCom51426.2020.00188
Ratasich DKhalid FGeissler FGrosu RShafique MBartocci E(2019)A Roadmap Toward the Resilient Internet of Things for Cyber-Physical SystemsIEEE Access10.1109/ACCESS.2019.28919697(13260-13283)Online publication date: 2019
https://doi.org/10.1109/ACCESS.2019.2891969
Pirvu BZamfirescu CGorecky D(2016)Engineering insights from an anthropocentric cyber-physical system: A case study for an assembly stationMechatronics10.1016/j.mechatronics.2015.08.01034(147-159)Online publication date: Mar-2016
https://doi.org/10.1016/j.mechatronics.2015.08.010
Show More Cited By

Index Terms

An event driven framework for assistive CPS environments

Recommendations

Towards a Unified Framework for Cyber-Physical Systems (CPS)
CDEE '10: Proceedings of the 2010 First ACIS International Symposium on Cryptography, and Network Security, Data Mining and Knowledge Discovery, E-Commerce and Its Applications, and Embedded Systems

Cyber-Physical Systems (CPS) integrate computation with physical processes. By merging computing and communication with physical processes CPS allows computer systems to monitor and interact with the physical world. However, today's computing and ...
Extending event-driven experiments for human activity for an assistive environment
PETRA '10: Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments

Many different aspects go into the generation of the data and methods needed to recognize human activity within an ambient assistive living environment. The Heracleia @Home apartment has been configured to include both wireless sensor networks as well ...
Activity Recognition in Assistive Environments: The STHENOS Approach
Proceedings of the 8th International Conference on Universal Access in Human-Computer Interaction. Aging and Assistive Environments - Volume 8515

The paper presents the research conducted within the framework of the STHENOS project www.sthenos.gr, which aims at the development of methodologies and systems for assistive environments. The proposed systems and applications are capable of recognizing ...

Comments

Information & Contributors

Information

Published In

cover image ACM SIGBED Review

ACM SIGBED Review Volume 6, Issue 2

Special Issue on the 2nd Joint Workshop on High Confidence Medical Devices, Software, and Systems (HCMDSS) and Medical Device Plug-and-Play (MD PnP) Interoperability

July 2009

95 pages

EISSN:1551-3688

DOI:10.1145/1859823

Issue’s Table of Contents

Copyright © 2009 Authors.

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 July 2009

Published in SIGBED Volume 6, Issue 2

Check for updates

Qualifiers

Research-article

Contributors

Other Metrics

View Article Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

17
Total Citations
View Citations
236
Total Downloads

Downloads (Last 12 months)8
Downloads (Last 6 weeks)0

Reflects downloads up to 25 Jan 2025

Other Metrics

View Author Metrics

Citations

Cited By

Yang YYao YYang GZhou X(2020)A Spatio-Temporal Event Model for Unmanned System Swarm2020 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom)10.1109/ISPA-BDCloud-SocialCom-SustainCom51426.2020.00188(1271-1277)Online publication date: Dec-2020
https://doi.org/10.1109/ISPA-BDCloud-SocialCom-SustainCom51426.2020.00188
Ratasich DKhalid FGeissler FGrosu RShafique MBartocci E(2019)A Roadmap Toward the Resilient Internet of Things for Cyber-Physical SystemsIEEE Access10.1109/ACCESS.2019.28919697(13260-13283)Online publication date: 2019
https://doi.org/10.1109/ACCESS.2019.2891969
Pirvu BZamfirescu CGorecky D(2016)Engineering insights from an anthropocentric cyber-physical system: A case study for an assembly stationMechatronics10.1016/j.mechatronics.2015.08.01034(147-159)Online publication date: Mar-2016
https://doi.org/10.1016/j.mechatronics.2015.08.010
Tang LYu XGu QHan JJiang GLeung APorta T(2015)A Framework of Mining Trajectories from Untrustworthy Data in Cyber-Physical SystemACM Transactions on Knowledge Discovery from Data10.1145/27003949:3(1-35)Online publication date: 17-Feb-2015
https://dl.acm.org/doi/10.1145/2700394
Wang H(2014)A Complex Event Model Combination Method Based on Multiple TuplesApplied Mechanics and Materials10.4028/www.scientific.net/AMM.644-650.1483644-650(1483-1487)Online publication date: Sep-2014
https://doi.org/10.4028/www.scientific.net/AMM.644-650.1483
Wang H(2014)Measuring a Composition Event Representation Model Based on Multi-Tuple for Cyber-Physical SystemsApplied Mechanics and Materials10.4028/www.scientific.net/AMM.602-605.2242602-605(2242-2248)Online publication date: Aug-2014
https://doi.org/10.4028/www.scientific.net/AMM.602-605.2242
Maglogiannis IMakedon FClements MPelachaud CKalogeraki VMaglogiannis I(2014)Human centered computing for the development of assistive environmentsProceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments10.1145/2674396.2674453(1-7)Online publication date: 27-May-2014
https://dl.acm.org/doi/10.1145/2674396.2674453
Wang YZhou X(2014)Spatio-temporal semantic enhancements for event model of cyber-physical systems2014 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC)10.1109/ICSPCC.2014.6986310(813-818)Online publication date: Aug-2014
https://doi.org/10.1109/ICSPCC.2014.6986310
Maglogiannis IDelibasis KKosmopoulos DGoudas TDoukas C(2014)Activity Recognition in Assistive EnvironmentsProceedings of the 8th International Conference on Universal Access in Human-Computer Interaction. Aging and Assistive Environments - Volume 851510.1007/978-3-319-07446-7_51(525-536)Online publication date: 22-Jun-2014
https://dl.acm.org/doi/10.1007/978-3-319-07446-7_51
Tang LYu XKim SGu QHan JLeung ALa Porta T(2013)Trustworthiness analysis of sensor data in cyber-physical systemsJournal of Computer and System Sciences10.1016/j.jcss.2012.09.01279:3(383-401)Online publication date: 1-May-2013
https://dl.acm.org/doi/10.1016/j.jcss.2012.09.012
Show More Cited By

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

View options

PDF

View or Download as a PDF file.

eReader

View online with eReader.

Figures

Tables

Media

View Issue’s Table of Contents