Abstract
Ambient intelligence (AmI) environment is a complicated real-time system with perceptive function and implicit wireless communication ability, which provides humanized and intellectualized service. The previous study of AmI characteristics and intelligent sensor network system architecture makes it feasible to establish a system-level behavioral model of sensor network system in AmI environment. By using POOSL modeling language under the SHESim development environment, a further description class model of system behavior was put forward in this study. Moreover, it proposed a model design sketch of various processing classes and explained the clusters described in the top behavioral model in detail, which lays excellent foundation for establishing performance analysis model in the future intelligent sensor network systems.
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References
Ducatel GK, Bogdanowicz M (2001) Scenarios for ambient intelligence in 2010. [EB/OL], Feb 2001. http://www.philips.co.kr/Assets/-Downloadablefile/eur19763en-1505.pdf
Zeng D, Guo S, Cheng Z, Pham AT (2011) IF-THEN in the internet of things. In: 2011 3rd international conference on awareness science and technology (iCAST), 27–30 Sept 2011, pp 503–507
Surie D (2012) Egocentric interaction for ambient intelligence. PhD Thesis, Department of Computing Science, Umeå University, Sweden
Shen C, Srisathapornphat C, Jaikaeo C (2001) Sensor information networking architecture and applications. IEEE Pers Commun 52–59
Paradiso J, Hsiao K, Strickon J, Lifton J, Adler A (2000) Sensor systems for interactive surfaces. IBM Syst J 39(3&4):892–914
Akyildiz I, Su W, Sankarasubramaniam Y, Cayirci E (2002) A survey on sensor networks. IEEE Commun Mag 40(8):102–114
Laibowitz M, Paradiso JA (2005) Parasitic mobility for pervasive sensor networks. In: Third international conference, PERVASIVE 2005, Munich, Germany, May 2005, pp 255–278
Schmidt A (2005) Interactive context-aware systems interacting with ambient intelligence. In: Riva G, Vatalaro F, Davide F, Alcañiz M (eds) Ambient intelligence. IOS Press
Li H, Wang J (2011) Application architecture for ambient intelligence systems based on context ontology modeling. In: 2011 International conference on internet technology and applications, iTAP
He J, Zhang Y, Hou Y, Huang Z (2009) Study on architecture of ambient intelligence based on context-aware and MAS model. J Beijing Univ Technol 35(2):264–269
Chen R (2009) Research on ambient intelligence system architecture. Beijing University of Technology
Chen R, Hou Y, Huang Z, He J (2009) Modeling the ambient intelligence application system: concept, software, data, and network. IEEE Trans Syst Man Cybern Part C Appl Rev 39(3):299–314
Chen R, Hou Y, Huang Z, He J (2009) Data management model for ambient intelligence: Ami-data. In: 2009 WRI international conference on communications and mobile computing, CMC 2009, vol 3, pp 175–180
Cheng C, Tse CK (2009) An energy-aware scheduling scheme for wireless sensor networks. IEEE Trans Veh Technol 59(7):3427–3444
Malkamaki T, Ovaska SJ (2011) Optimal state estimation for improved power measurements and model verification: theory. In: 2011 International green computing conference and workshops (IGCC), July 2011, pp 1–6
Zeng X, Huang Z, Qian S, Ren Y, Xiao C, Wang S (2013) Behavioral analysis and modeling of sensor network system in ambient intelligence environment. In: 4th international conference on intelligent control and information processing, 2013, Accepted
Voeten JPM, van der Putten PH, Stevens MPJ (1997) Systematic development of industrial control systems using software/hardware engineering. In: The EUROMICRO conference 97 “New Frontiers of Information Technology”, 1997, pp 21–28
Theelen BD, Florescu O, Geilen MCW, Huang J, van der Putten PHA, Voeten JPM (2007). In: Proceedings of the ACM-IEEE international conference on formal methods and models for codesign (MEMOCODE), pp. 139–148. IEEE Computer Society, Los Alamitos (USA). ISBN 1-4244-1050-9
van der Putten PHA, Voeten JPM, Stevens MPJ (1995) Object-oriented co-design for hardware/software systems. In: Cavanaugh M (ed) Proceedings of EUROMICRO’95, Los Alamitos, California, USA, pp 718–726
Geilen MCW, Voeten JPM (1999) Object-oriented modeling and specification using SHE. In: Proceedings of the 1st international symposium on visual formal methods VFM’99, Eindhoven University of Technology, Eindhoven, The Netherlands, pp 16–24
About POOSL (2007). http://www.es.ele.tue.nl/POOSL/
Huang Z, Voeten JPM, Theelen BD (2002) Modeling and simulation of a packet switch system using POOSL. Eindhoven University of Technology
Geilen MCW, Voeten JPM, van der Putten PHA, van Bokhoven LJ, Stevens MPJ (2001) Object-oriented modeling and specification using SHE. J Comput Lang 27(3):19–38
Wang S (2009) Behavior modeling and performance analysis on context-aware system in ambient intelligence. MS thesis, Department of Computer Science and Technology, Beijing University of Technology, Beijing, P. R. China
Acknowledgment
This research was supported by the Beijing Municipal Natural Science Foundation (No. 4122010, 2012.1–2014.12). The authors acknowledge the support of the project of “energy aware model and application of access systems of the Internet of Things.” We wish to thank our reviewers for useful feedback.
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Zeng, X., Huang, Z., Ren, Y., Xiao, C., Qiu, L. (2014). The Sensor Behavior Description and Algorithm in Ambient Intelligence Environment. In: Wen, Z., Li, T. (eds) Foundations of Intelligent Systems. Advances in Intelligent Systems and Computing, vol 277. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-54924-3_43
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DOI: https://doi.org/10.1007/978-3-642-54924-3_43
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