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

机译:利用改进的人工蜂群算法设计RFID UHF无源标签的负载螺旋天线

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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.
机译:在本文中,使用新的人工蜂群(ABC)算法设计和优化了用于超高频频段无源RFID标签应用的新型平面螺旋天线。我们应用了改进的ABC(I-ABC),它是原始ABC算法的改进版本。 I-ABC引入了迄今为止最好的解决方案,惯性权重和加速度系数来修改搜索过程。优化目标是天线尺寸最小化,增益最大化和共轭匹配。使用I-ABC结合商业EM软件对天线尺寸进行了优化和评估。我们将I-ABC与原始ABC算法进行比较。获得的结果表明,两种算法都是功能强大的优化器,可以有效地应用于标签天线设计问题。在解决方案准确性和成功率方面,I-ABC比原始ABC算法产生更好的结果。该算法获得的RFID标签尺寸小于3 cm,最大增益达到1.46 dBi,读取距离大于10 m。 (C)2014 Elsevier GmbH。版权所有。

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