RFID LOCATION DETECTION

A set of samples are returned by radio frequency identifier (RFID) reader corresponding to the readings of signals emitted from a particular RFID tag, each sample including a respective set of features identifying values of the attributes of the signals as detected. At least some of the features are...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Algotar, Kalpana A, Sanjay, Addicam V, Yang, Shao-Wen, Lee, Guang-He
Format: Patent
Sprache:eng
Schlagworte:
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Beschreibung
Zusammenfassung:A set of samples are returned by radio frequency identifier (RFID) reader corresponding to the readings of signals emitted from a particular RFID tag, each sample including a respective set of features identifying values of the attributes of the signals as detected. At least some of the features are provided as inputs to a random forest of decision trees, each providing a prediction that the particular RFID tag is located in one of a plurality of defined zones in a particular environment. From outputs of the plurality of decision trees based on the set of samples, it can be determined that the particular RFID tag is located in a particular one of the plurality of zones at a first instance in time.