Dynamic indoor localization based on active RFID for healthcare applications: A shape constraint approach

Wei Hong Chen, Herbert H. Chang, T. H. Lin, P. C. Chen, L. K. Chen, S. J. Hwang, D. H.J. Yen, Hanna S. Yuan, Woei C. Chu

研究成果: Conference contribution同行評審

14 引文 斯高帕斯(Scopus)

摘要

RFID-based localization has received considerable attention within the healthcare industry and has made a major impact on the healthcare system in hospitals. In this paper, we propose a new location tracking algorithm that aims to improve the accuracy of indoor localization for healthcare applications. In our approach, a cost function associated with a shape constraint factor is used to find the optimal reference tag positions that enclose the tracking tag. The cost function consists of the similarity and disparity of signal strength between the tracking and reference tags, as well as geometrical correlation properties. The experimental results indicate that the proposed shape constraint algorithm provides considerable improvement in average estimation error as compared with existing methods. We believe that this new algorithm is of potential value in dynamic location tracking of objects for healthcare applications.

原文English
主出版物標題Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009
DOIs
出版狀態Published - 2009
事件2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009 - Tianjin, China
持續時間: 17 10月 200919 10月 2009

出版系列

名字Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009

Conference

Conference2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009
國家/地區China
城市Tianjin
期間17/10/0919/10/09

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