Optimal design of compact microwave fractional order differentiator

IF 0.9 4区 工程技术 Q4 ENGINEERING, CHEMICAL
U. Gautam, T. Rawat, Apoorva Aggarwal, D. Upadhyay
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引用次数: 1

Abstract

Abstract This paper presents a stable, accurate and wideband microwave fractional order differentiator (MFOD) based on infinite impulse response filter. The fractional order differentiator (FOD) design problem is formulated in the z-domain. This formulation alliances with the transmission line elements in cascading. Real coded genetic algorithm (RCGA), particle swarm optimization (PSO) and cuckoo search algorithm (CSA) are applied to determine the optimum values of the characteristic impedances of the transmission line elements. The performance measure criterion of CSA algorithm as compared with other nature inspired algorithms-based differentiator are carried by the magnitude response, absolute magnitude error, phase response, pole-zero response, percentage improvement graph and convergence rate. The simulation and statistical analysis clearly affirm that the proposed MFOD using CSA outperforms RCGA and PSO in all state-of-the-art. The absolute magnitude error for the designed fifth order is as low as 2.9022. The designed fractional order differentiator is implemented in the form of microstrip on RT/Duroid substrate with dielectric constant 2.2 and thickness 0.762 mm. that is eligible for wideband microwave differentiator. The proposed design is compact in size and has low absolute magnitude error over the entire bandwidth. The measured result agrees well with the simulated result in the frequency range 1–12.5 GHz in MATLAB and advanced design software (ADS) environment.
紧凑微波分数阶微分器的优化设计
摘要提出了一种基于无限脉冲响应滤波器的稳定、精确、宽带微波分数阶微分器。分数阶微分器(FOD)的设计问题是在z域中表述的。该公式与级联的传输线元件相结合。采用实编码遗传算法(RCGA)、粒子群算法(PSO)和布谷鸟搜索算法(CSA)确定传输线单元特征阻抗的最优值。CSA算法与其他基于自然启发算法的微分器相比,其性能衡量标准为幅度响应、绝对幅度误差、相位响应、极零响应、改进百分比图和收敛速度。仿真和统计分析清楚地证实,使用CSA的MFOD在所有先进技术中都优于RCGA和PSO。设计的五阶绝对数量级误差低至2.9022。所设计的分数阶微分器以微带形式实现在介电常数为2.2、厚度为0.762 mm的RT/Duroid衬底上。这符合宽带微波微分器的要求。所提出的设计尺寸紧凑,在整个带宽内具有低的绝对幅度误差。在MATLAB和高级设计软件(ADS)环境下,在1 ~ 12.5 GHz频率范围内的仿真结果与实测结果吻合较好。
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来源期刊
Journal of Microwave Power and Electromagnetic Energy
Journal of Microwave Power and Electromagnetic Energy ENGINEERING, CHEMICAL-ENGINEERING, ELECTRICAL & ELECTRONIC
CiteScore
2.50
自引率
6.70%
发文量
21
期刊介绍: The Journal of the Microwave Power Energy (JMPEE) is a quarterly publication of the International Microwave Power Institute (IMPI), aimed to be one of the primary sources of the most reliable information in the arts and sciences of microwave and RF technology. JMPEE provides space to engineers and researchers for presenting papers about non-communication applications of microwave and RF, mostly industrial, scientific, medical and instrumentation. Topics include, but are not limited to: applications in materials science and nanotechnology, characterization of biological tissues, food industry applications, green chemistry, health and therapeutic applications, microwave chemistry, microwave processing of materials, soil remediation, and waste processing.
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