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Construction of Time-Stamped Mobility Map for Path Tracking via Smith-Waterman Measurement Matching
Joint Authors
Tian, Zengshan
Zhou, Mu
Yu, Xiang
Pu, Qiaolin
Wu, Haibo
Xu, Kunjie
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-17, 17 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-03-17
Country of Publication
Egypt
No. of Pages
17
Main Subjects
Abstract EN
Path tracking in wireless and mobile environments is a fundamental technology for ubiquitous location-based services (LBSs).
In particular, it is very challenging to develop highly accurate and cost-efficient tracking systems applied to the anonymous areas where the floor plans are not available for security and privacy reasons.
This paper proposes a novel path tracking approach for large Wi-Fi areas based on the time-stamped unlabeled mobility map which is constructed from Smith-Waterman received signal strength (RSS) measurement matching.
Instead of conventional location fingerprinting, we construct mobility map with the technique of dimension reduction from the raw measurement space into a low-dimensional embedded manifold.
The feasibility of our proposed approach is verified by the real-world experiments in the HKUST campus Wi-Fi networks, sMobileNet.
The experimental results prove that our approach is adaptive and capable of achieving an adequate precision level in path tracking.
American Psychological Association (APA)
Zhou, Mu& Tian, Zengshan& Xu, Kunjie& Wu, Haibo& Pu, Qiaolin& Yu, Xiang. 2014. Construction of Time-Stamped Mobility Map for Path Tracking via Smith-Waterman Measurement Matching. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-17.
https://search.emarefa.net/detail/BIM-489369
Modern Language Association (MLA)
Zhou, Mu…[et al.]. Construction of Time-Stamped Mobility Map for Path Tracking via Smith-Waterman Measurement Matching. Mathematical Problems in Engineering No. 2014 (2014), pp.1-17.
https://search.emarefa.net/detail/BIM-489369
American Medical Association (AMA)
Zhou, Mu& Tian, Zengshan& Xu, Kunjie& Wu, Haibo& Pu, Qiaolin& Yu, Xiang. Construction of Time-Stamped Mobility Map for Path Tracking via Smith-Waterman Measurement Matching. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-17.
https://search.emarefa.net/detail/BIM-489369
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-489369