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The inherent uncertainty in RFID signals requires an RFID middleware system to clean the input data after capturing. Typically these systems employ a low pass filter for reducing errors. In this paper we propose an approach for data cleaning that exploits basic characteristics of RF signals as well as maximum likelihood operations. With our filter we improve proximity detection of RFID tags. Our solution...
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