RFID positioning method and device based on fuzzy neural network

The invention discloses an RFID (Radio Frequency Identification) positioning method based on a fuzzy neural network, which comprises the following steps of: firstly, acquiring signal intensity indications of a plurality of anchor point tags and target tags arranged in a positioning area in real time...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: HUANG YANJIE, ZENG WENHUA, WANG MEIHONG, WU YONGRONG, HUANG CHENXI, YANG LYUQING, WANG BEIZHAN, ZHANG HAIYING
Format: Patent
Sprache:chi ; eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:The invention discloses an RFID (Radio Frequency Identification) positioning method based on a fuzzy neural network, which comprises the following steps of: firstly, acquiring signal intensity indications of a plurality of anchor point tags and target tags arranged in a positioning area in real time so as to obtain a data set with time sequence characteristics; then, judging the data set with the time sequence characteristics to obtain a target membership degree value of a target label relative to a plurality of anchor point labels; and finally, inputting the target membership value into a neural network model to obtain a probability value corresponding to the target membership value, so as to obtain the current position of the target label according to the maximum value in the probability value. Therefore, the signal intensity of the anchor point tag and the signal intensity of the target tag are compared by combining a fuzzy reasoning system and a neural network, so that positioning information which is mor