A stochastic biometric authentication scheme using uniformed GMM in wireless body area sensor networks

Wei Wang; Kun Hua; Michael Hempel; Dongming Peng; Hamid Sharif; Hsiao Hwa Chen

doi:10.1109/PIMRC.2010.5671940

A stochastic biometric authentication scheme using uniformed GMM in wireless body area sensor networks

Wei Wang, Kun Hua, Michael Hempel, Dongming Peng, Hamid Sharif, Hsiao Hwa Chen

Department of Engineering Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

9 Citations (Scopus)

Abstract

In this paper, we propose an innovative low-cost biometric authentication scheme based on uniformed Gaussian mixture model (GMM) for secure communications within wireless body area sensor networks (WBASNs), to obviate the cost-prohibitive key exchange problem. In this approach, the sender Inter Pulse Interval (IPI) information is selected as the biometric key for authentication, and a statistical based signing scheme is developed using the uniformed GMM. Experimental analysis shows that the proposed approach effectively protects the communication channels in WBASN with a low computational complexity, significantly removing the need for secret key exchange and critical time synchronization overheads.

Original language	English
Title of host publication	2010 IEEE 21st International Symposium on Personal Indoor and Mobile Radio Communications, PIMRC 2010
Pages	1620-1624
Number of pages	5
DOIs	https://doi.org/10.1109/PIMRC.2010.5671940
Publication status	Published - 2010
Event	2010 IEEE 21st International Symposium on Personal Indoor and Mobile Radio Communications, PIMRC 2010 - Istanbul, Turkey Duration: 2010 Sept 26 → 2010 Sept 30

Publication series

Name	IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC

Other

Other	2010 IEEE 21st International Symposium on Personal Indoor and Mobile Radio Communications, PIMRC 2010
Country/Territory	Turkey
City	Istanbul
Period	10-09-26 → 10-09-30

All Science Journal Classification (ASJC) codes

Electrical and Electronic Engineering

Access to Document

10.1109/PIMRC.2010.5671940

Cite this

Wang, W., Hua, K., Hempel, M., Peng, D., Sharif, H., & Chen, H. H. (2010). A stochastic biometric authentication scheme using uniformed GMM in wireless body area sensor networks. In 2010 IEEE 21st International Symposium on Personal Indoor and Mobile Radio Communications, PIMRC 2010 (pp. 1620-1624). Article 5671940 (IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC). https://doi.org/10.1109/PIMRC.2010.5671940

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title = "A stochastic biometric authentication scheme using uniformed GMM in wireless body area sensor networks",

abstract = "In this paper, we propose an innovative low-cost biometric authentication scheme based on uniformed Gaussian mixture model (GMM) for secure communications within wireless body area sensor networks (WBASNs), to obviate the cost-prohibitive key exchange problem. In this approach, the sender Inter Pulse Interval (IPI) information is selected as the biometric key for authentication, and a statistical based signing scheme is developed using the uniformed GMM. Experimental analysis shows that the proposed approach effectively protects the communication channels in WBASN with a low computational complexity, significantly removing the need for secret key exchange and critical time synchronization overheads.",

author = "Wei Wang and Kun Hua and Michael Hempel and Dongming Peng and Hamid Sharif and Chen, {Hsiao Hwa}",

year = "2010",

doi = "10.1109/PIMRC.2010.5671940",

language = "English",

isbn = "9781424480166",

series = "IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC",

pages = "1620--1624",

booktitle = "2010 IEEE 21st International Symposium on Personal Indoor and Mobile Radio Communications, PIMRC 2010",

note = "2010 IEEE 21st International Symposium on Personal Indoor and Mobile Radio Communications, PIMRC 2010 ; Conference date: 26-09-2010 Through 30-09-2010",

}

Wang, W, Hua, K, Hempel, M, Peng, D, Sharif, H & Chen, HH 2010, A stochastic biometric authentication scheme using uniformed GMM in wireless body area sensor networks. in 2010 IEEE 21st International Symposium on Personal Indoor and Mobile Radio Communications, PIMRC 2010., 5671940, IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC, pp. 1620-1624, 2010 IEEE 21st International Symposium on Personal Indoor and Mobile Radio Communications, PIMRC 2010, Istanbul, Turkey, 10-09-26. https://doi.org/10.1109/PIMRC.2010.5671940

A stochastic biometric authentication scheme using uniformed GMM in wireless body area sensor networks. / Wang, Wei; Hua, Kun; Hempel, Michael et al.
2010 IEEE 21st International Symposium on Personal Indoor and Mobile Radio Communications, PIMRC 2010. 2010. p. 1620-1624 5671940 (IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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AB - In this paper, we propose an innovative low-cost biometric authentication scheme based on uniformed Gaussian mixture model (GMM) for secure communications within wireless body area sensor networks (WBASNs), to obviate the cost-prohibitive key exchange problem. In this approach, the sender Inter Pulse Interval (IPI) information is selected as the biometric key for authentication, and a statistical based signing scheme is developed using the uniformed GMM. Experimental analysis shows that the proposed approach effectively protects the communication channels in WBASN with a low computational complexity, significantly removing the need for secret key exchange and critical time synchronization overheads.

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Wang W, Hua K, Hempel M, Peng D, Sharif H, Chen HH. A stochastic biometric authentication scheme using uniformed GMM in wireless body area sensor networks. In 2010 IEEE 21st International Symposium on Personal Indoor and Mobile Radio Communications, PIMRC 2010. 2010. p. 1620-1624. 5671940. (IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC). doi: 10.1109/PIMRC.2010.5671940

A stochastic biometric authentication scheme using uniformed GMM in wireless body area sensor networks

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