A Design Science to Computer Assisted Design Radio Frequency Identification: Virtual to Real-World Synchronization
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| Veröffentlicht in: | ProQuest Dissertations and Theses (2023) |
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| Abstract: | Previous Radio Frequency Identification (RFID) implementations in various industries imply that numerous RFID adoption design consists of unnecessary configuration modifications. Most environments that adopt RFID technology to track assets do not synchronize RFID virtual environments. Especially regarding underlying antenna locationing and Received Signal Strength Indicators (RSSI) using Computer-Aided Design (CAD) to show real-time two- or three-dimensional visualization. In order to evaluate RFID infrastructure, including RFID antenna placement and RSSI footprint range, a CAD-based design science research (DSR) study was necessary. This study examined data indicating associative qualities between antenna position accuracy and the associated RFI and RSSI values in CAD, analysis, and investigation performed under experimental methods using DSR. The research intended to identify examples of literature organized according to the following criteria: antenna positioning RFID, RSSI, CAD synthesis, and summarization. Comparing kNN fingerprinting and Cartesian plane placement was the quantitative data analysis portion of the project. No P-value was required because the complete population data served as the sample. This method was adopted primarily because data collection and population distribution depended on a standard data-generating process. The study found that synchronizing a virtual environment and its RFID hardware did not result in statistically correct CAD antenna locationing and RSSI range. The alternative hypothesis confirmed prior research that RSSI fingerprinting was erroneous for RFID sensor indoor locationing. |
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| ISBN: | 9798368413709 |
| Quelle: | ProQuest Dissertations & Theses Global |