DocumentCode
3605616
Title
A Time and Capture Probability Aware Closed Form Frame Slotted ALOHA Frame Length Optimization
Author
Salah, Hamed ; Ahmed, Hazem A. ; Robert, Joerg ; Heuberger, Albert
Author_Institution
Inf. Technol. (Commun. Electron.), Friedrich-Alexander-Univ. Erlangen-Nurnberg, Erlangen, Germany
Volume
19
Issue
11
fYear
2015
Firstpage
2009
Lastpage
2012
Abstract
Minimizing the reading time in dense radio-frequency identification (RFID) networks is a critical issue. Commonly used RFID systems are based on frame alotted ALOHA (FSA) for tag anti-collision management. The usual approach for improved reading times with large tag populations is the optimization of the number of slots per frame. In real RFID systems, the slot duration depends on the slot type (i.e. idle, successful, or collided). In addition, collided slots might be converted to successful slots by capturing the strongest transponder, i.e. the so-called capture effect. Recent publications have proposed numerical solutions for obtaining the optimum frame length under these assumptions. The authors employ numerical solutions that require Multi-dimensional look-up tables for obtaining the optimum frame length. In this letter, we propose a closed form solution for the analytical calculation of the optimum frame length. The proposed solution gives a novel closed form equation for the frame length considering the different slot durations and the capture effect. Moreover, this letter presents a new method to calculate the capture probability per frame. Simulations indicate that the proposed solution gives accurate results for all relevant parameter configurations without any need for multi-dimensional look-up tables.
Keywords
access protocols; optimisation; probability; radiofrequency identification; RFID networks; multi-dimensional look-up tables; radiofrequency identification; slot duration; tag anti-collision management; time and capture probability aware closed form frame slotted ALOHA frame length optimization; Closed-form solutions; Mathematical model; Optimization; Probability; Radiofrequency identification; Signal to noise ratio; Standards; FSA; RFID; capture probability; frame length;
fLanguage
English
Journal_Title
Communications Letters, IEEE
Publisher
ieee
ISSN
1089-7798
Type
jour
DOI
10.1109/LCOMM.2015.2477995
Filename
7254142
Link To Document