DocumentCode
1504927
Title
Interactive Visual Optimization and Analysis for RFID Benchmarking
Author
Wu, Yingcai ; Chung, Ka-Kei ; Qu, Huamin ; Yuan, Xiaoru ; Cheung, S.C.
Author_Institution
Dept. of Comput. Sci. & Eng., Hong Kong Univ. of Sci. & Technol., Kowloon, China
Volume
15
Issue
6
fYear
2009
Firstpage
1335
Lastpage
1342
Abstract
Radiofrequency identification (RFID) is a powerful automatic remote identification technique that has wide applications. To facilitate RFID deployment, an RFID benchmarking instrument called aGate has been invented to identify the strengths and weaknesses of different RFID technologies in various environments. However, the data acquired by aGate are usually complex time varying multidimensional 3D volumetric data, which are extremely challenging for engineers to analyze. In this paper, we introduce a set of visualization techniques, namely, parallel coordinate plots, orientation plots, a visual history mechanism, and a 3D spatial viewer, to help RFID engineers analyze benchmark data visually and intuitively. With the techniques, we further introduce two workflow procedures (a visual optimization procedure for finding the optimum reader antenna configuration and a visual analysis procedure for comparing the performance and identifying the flaws of RFID devices) for the RFID benchmarking, with focus on the performance analysis of the aGate system. The usefulness and usability of the system are demonstrated in the user evaluation.
Keywords
data visualisation; optimisation; radiofrequency identification; 3D spatial viewer; RFID benchmarking; aGate; data visualization; interactive visual optimization; orientation plots; parallel coordinate plots; radiofrequency identification; visual history mechanism; Data analysis; Data engineering; Data visualization; History; Instruments; Multidimensional systems; Performance analysis; RFID tags; Radio frequency; Radiofrequency identification; RFID; Visual analytics; Visualization;
fLanguage
English
Journal_Title
Visualization and Computer Graphics, IEEE Transactions on
Publisher
ieee
ISSN
1077-2626
Type
jour
DOI
10.1109/TVCG.2009.156
Filename
5290746
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