Design of load-ended spiral antennas for RFID UHF passive tags using improved artificial bee colony algorithm

被引:13
作者
Goudos, Sotirios K. [1 ]
Siakavara, Katherine [1 ]
Sahalos, John N. [2 ]
机构
[1] Aristotle Univ Thessaloniki, Dept Phys, Radiocommun Lab, GR-54124 Thessaloniki, Greece
[2] Univ Nicosia, Dept Elect & Comp Engn, Radio & Telecommun Lab, Nicosia, Cyprus
关键词
RFID tag design; Optimization methods; Evolutionary algorithms; Swarm intelligence; Artificial bee colony optimization; NUMERICAL FUNCTION OPTIMIZATION;
D O I
10.1016/j.aeue.2014.09.008
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, new planar spiral antennas for passive RFID tag application at UHF band are designed and optimized using a new artificial bee colony (ABC) algorithm. We apply the improved ABC (I-ABC), which is an improved version of the original ABC algorithm. The I-ABC introduces the best-so-far solution, inertia weight and acceleration coefficients to modify the search process. The optimization goals are antenna size minimization, gain maximization and conjugate matching. The antenna dimensions were optimized and evaluated using I-ABC in conjunction with commercial EM software. We compare the I-ABC with the original ABC algorithm. The obtained results show that both algorithms are powerful optimizers that can be efficiently applied to tag antenna design problems. I-ABC produces better results than the original ABC algorithm in terms of solution accuracy and success rate. RFID tags with dimensions less than 3 cm, maximum gain that reaches the value of 1.46 dBi and read distance more than 10 m were among those obtained by the algorithm. (C) 2014 Elsevier GmbH. All rights reserved.
引用
收藏
页码:206 / 214
页数:9
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