采用混合优化技术的RFID阅读器开槽领结天线设计

A. Montaser, K. Mahmoud, H. Elmikati
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引用次数: 4

摘要

近年来,混合优化算法作为一种高性能的优化算法受到了广泛的关注。本文对不同的混合优化算法进行了比较。利用所提出的算法设计了一种用于2.45 GHz射频识别(RFID)阅读器的开槽领结天线。天线使用不同的算法与CST微波工作室集成进行优化。比较了遗传算法(GA)、粒子群算法(PSO)、遗传算法(GA)和Nelder-Mead (NM)算法的混合方法(GA-NM)以及粒子群算法(PSO-NM)和Nelder-Mead优化算法的混合方法(PSO-NM)。预计所引入的混合方法效率更高,可应用于其他类型的天线。
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Slotted bow-tie antenna design for RFID readers using hybrid optimization techniques
Recently hybrid optimizations algorithm has attracted a lot of attention as a high-performance optimizer. This paper presents a comparison between different hybrid optimization algorithms. The proposed algorithms are used to design a slotted bow-tie antenna for 2.45 GHz Radio Frequency Identification (RFID) readers. The antenna is optimized using different algorithms integrated with the CST Microwave studio. Four algorithms are compared: Genetic Algorithm (GA), Particle Swarm Optimization (PSO), hybrid approach involving Genetic Algorithm (GA) and Nelder-Mead (NM) algorithm (GA-NM), and a hybrid approach involving PSO and Nelder-Mead optimization algorithm (PSO-NM). It is anticipated that the introduced hybrid approaches are more efficient and can be applied to other types of antennas.
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