Efficient Tag Grouping RFID Anti-Collision Algorithm for Internet of Things Applications Based on Improved K-Means Clustering

Efficient Tag Grouping RFID Anti-Collision Algorithm for Internet of Things Applications Based on Improved K-Means Clustering

Dynamic Frame Slotted ALOHA (DFSA) is a de facto algorithm in the EPC Global Class-1 Generation-2 protocol for Radio Frequency Identification (RFID) tag collision problem. DFSA fails when the UHF RFID tag deployment becomes dense like in Internet of Things (IoT). Existing works do not provide reader...

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Bibliographic Details
Main Authors: Nnamdi Henry Umelo, Nor Kamariah Noordin, Mohd Fadlee A. Rasid, Kim Geok Tan, Fazirulhisyam Hashim
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Dynamic frame slotted aloha
Internet of Things
k-means clustering
RFID anti-collision algorithm
tag grouping
frame size table
Online Access:https://ieeexplore.ieee.org/document/10026278/

Internet

https://ieeexplore.ieee.org/document/10026278/

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