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Object Classification based Context Management for Identity Management in Internet of Things

by Parikshit N. Mahalle, Neeli Rashmi Prasad, Ramjee Prasad
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 63 - Number 12
Year of Publication: 2013
Authors: Parikshit N. Mahalle, Neeli Rashmi Prasad, Ramjee Prasad
10.5120/10515-5486

Parikshit N. Mahalle, Neeli Rashmi Prasad, Ramjee Prasad . Object Classification based Context Management for Identity Management in Internet of Things. International Journal of Computer Applications. 63, 12 ( February 2013), 1-6. DOI=10.5120/10515-5486

@article{ 10.5120/10515-5486,
author = { Parikshit N. Mahalle, Neeli Rashmi Prasad, Ramjee Prasad },
title = { Object Classification based Context Management for Identity Management in Internet of Things },
journal = { International Journal of Computer Applications },
issue_date = { February 2013 },
volume = { 63 },
number = { 12 },
month = { February },
year = { 2013 },
issn = { 0975-8887 },
pages = { 1-6 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume63/number12/10515-5486/ },
doi = { 10.5120/10515-5486 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:14:06.787982+05:30
%A Parikshit N. Mahalle
%A Neeli Rashmi Prasad
%A Ramjee Prasad
%T Object Classification based Context Management for Identity Management in Internet of Things
%J International Journal of Computer Applications
%@ 0975-8887
%V 63
%N 12
%P 1-6
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

As computing technology is becoming more tightly coupled into dynamic and mobile world of the Internet of Things (IoT), security mechanism is more stringent, flexible and less intrusive. Scalability issue in IoT makes identity management (IdM) of ubiquitous objects more challenging, and there is a need of context-aware access control solution for IdM. Confronting uncertainty of different types of objects in IoT is not easy. This paper presents the logical framework for object classification in context aware IoT, as richer contextual information creates an impact on the access control. This paper proposes decision theory based object classification to provide contextual information and context management. Simulation results show that the proposed object classification is useful to improve network lifetime. Results also give motivation of object classification in terms of energy consumption. This paper also presents proof of concept and time analysis of the proposed decision theory based object classification.

References
  1. M. Weiser, "The computer for the 21st century". Scientific American, vol. 265,, pp. 66-75, 1991of Bessel functions," Phil. Trans. Roy. Soc. London, vol. A247, pp. 529-551, Apr. 1955.
  2. A. Dey, G. Abowd, "Towards a Better Understanding of Context and Context-Awareness". College of Computing, Georgia Institute of Technology, Tech. Report GIT-GVU-99-22, 1999.
  3. Parikshit N. Mahalle, Sachin Babar,Neeli R Prasad and Ramjee Prasad,"Identity Management Framework towards Internet of Things (IoT): Roadmap and Key Challenges". In Recent Trends in Network Security and Applications - Communications in Computer and Information Science 2010. Springer Berlin Heidelberg , pp. 430 - 439, Volume: 89. Chennai- India , July 23-25 2010.
  4. G M Lee, Ning Kong, Noel Crespi , "The Internet of Things - Concept and Problem Statement". IETF-IRTF Draft-Lee-IoT-Problem-Statement-02. txt , July 11 , 2011.
  5. Parikshit N. Mahalle, Bayu Anggorojati , Neeli R. Prasad and Ramjee Prasad , "Identity Establishment and Capability Based Access Control (IECAC) Scheme for Internet of Things ". In IEEE 15th International Symposium on Wireless Personal Multimedia Communications (WPMC – 2012), pp. : 184-188. Taipei - Taiwan, September 24-27 2012.
  6. Parikshit N. Mahalle , Bayu Anggorojati , Neeli R. Prasad and Ramjee Prasad , "Identity driven Capability based Access Control (ICAC) for the Internet of Things ". In 6th IEEE International Conference on Advanced Networks and Telecommunications Systems (IEEE ANTS 2012). Bangalore – India, December 16-19 2012.
  7. U. Hansmann, L. Merk, M. Nicklous, T. Stober: Pervasive Computing Handbook. Springer-Verlag, January 2001.
  8. Xiaodong Lin; Rongxing Lu; XueminShen; Nemoto Y; Kato N. ; "SAGE: A strong privacy-preserving scheme against global eavesdropping for e-health systems". IEEE Journal on Selected Areas in Communications, vol. 27, no. 4, pp. 365-378. May 2009.
  9. Parikshit N. Mahalle , Neeli R. Prasad and Ramjee Prasad , "Decision theory based object classification for the Internet of Things ". Presentation at CMI International conference on Internet of Things (IoT) - our environment becomes intelligent, 24-25 November 2014, AAU Copenhagen, Denmark.
  10. Kulkarni, U. P. ; Vadavi J. V. ; Joshi S. M. ; Sekaran K. C. ; Yardi A. R. , "Ubiquitous Object Categorization and Identity". In IEEE International conference on Advanced Computing and Communications, 2006, (ADCOM 2006). Sydney – NSW, November 28 – December 01 2006.
  11. McDaniel T. L. ; Kahol K. ; Panchanathan S. , "A Bayesian Approach to Visual Size Classification of Everyday Objects". In 18th International Conference on Pattern Recognition, 2006, (ICPR-2006), vol. 2, no. , pp. 255-259. Hong Kong – China, August 20-24 2006.
  12. N. J. Gordon and M. Dedworth, "Bayesian Sensor Resource Allocation". In Signal and Data Processing of Small Targets 1998: Proceedings of the SPIE - The International Society for Optical Engineering, vol. 3373, pp. 377-389. Orlando-FL, April 1998.
  13. Chhetri Morrell;Papandreo Chakrabarti and Spanias Zhang,"A Unified Bayesian Decision Theory Perspective to Sensor Networks". In Proceedings of the 2005 IEEE International Symposium on, Mediterrean, Conference on Control and Automation, vol. , no. , pp. 598-603. Limassol – Cyprus, June 27-29 2005.
  14. Garcia Macias J. A. ; Alvarez-Lozano J. ; Estrada-Martinez P. ; Aviles-Lopez E. , "Browsing the Internet of Things with Sentient Visors". IEEE Computer Society Journal of Computer, vol. 44, no. 5, pp. 46-52, May 2011.
  15. Galluccio L. ; Morabito G. ; Palazzo S. , "On the potentials of object group localization in the Internet of Things". In IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM -2011), vol. , no. , pp. 1-9. Lucca – Italy, June 20-24 2011.
  16. Alejandro González García, Manuel ÁlvarezÁlvarez, JordánPascualEspada, Oscar SanjuánMartínez, Juan Manuel CuevaLovelle, Cristina Pelayo G-Bustelo , "Introduction to Devices Orchestration in Internet of Things using SBPMN". International Journal on Interactive Multimedia and Artificial Intelligence: Special Issue on Computer Science and Software Engineering. P. P. 16-22, December 2011.
  17. Danieletto M. ; Bui N. ; Zorzi M. ; "An Ontology-Based Framework for Autonomic Classification in the Internet of Things". IEEE International Conference on Communications Workshops (ICC - 2011), vol. , no. , pp. 1-5. Kyoto – Japan, June 5-9 2011.
  18. North, D. W. , "A Tutorial Introduction to Decision Theory". In IEEE Transactions on Systems Science and Cybernetics, vol. 4, no. 3, pp. 200-210, September 1968.
  19. Bayes, T. R. "An Essay towards Solving a Problem in the Doctrine of Chances," Philosophical Transactions of the Royal Society of London 53, 370–418 (Reprinted with biographical note by G. Barnard, 1958, in Biometrika 45, 293–315).
Index Terms

Computer Science
Information Sciences

Keywords

Decision theory Identity Management Internet of Things Object Classification

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