A review of the state-of-the-art in fractional-order analog filters

IF 3 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Yunus Emre Yokuş , Jaroslav Koton , Roman Sotner , Aslihan Kartci , Umut Engin Ayten
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引用次数: 0

Abstract

Today, there is a great tendency toward using fractional calculus to solve engineering problems. The analog filters are one of the fields in which fractional calculus has attracted significant attention. The invention of the fractance device has led to the possibility of exploring analog filtering techniques from a practical perspective, enlarging the horizon to a wider frequency range, with increased robustness to component variation, stability and noise reduction. In addition to the use of fractance device, fractional-order analog filters (FOAFs) can also be realized by integer-order approximation of the sα, optimization and curve fitting techniques (power-law/double-order) methods. The design of FOAFs is thoroughly studied and presented in a manifold of research works, mostly from a theoretic perspective. Most of these papers present the physical realization of the proposed FOAF from a conceptual perspective. This survey paper gives an account of the progress made on the evolution of FOAFs so far and highlights several unresolved problems and issues, including the lack of standardization in design methods, challenges in realizing fractional operators in hardware, complications related to parameter sensitivity and tuning, computational complexity and efficiency, stability analysis and robustness, difficulties in integrating with emerging technologies, and scalability challenges. Furthermore, the supremacies of having a near-ideal FO behavior in filter application are stated and the significant advantages of FOAFs against integer-order analog filters (IOAFs) are emphasized. The paper, thus, presents the current state-of-the art of FOAFs by providing an appraisal of a variety of realizations of FOAFs.
如今,使用分数微积分来解决工程问题已成为大势所趋。模拟滤波器是分数微积分备受关注的领域之一。分频装置的发明使人们有可能从实用的角度探索模拟滤波技术,将视野扩大到更宽的频率范围,提高对元件变化的鲁棒性、稳定性和降噪能力。除了使用分形器件,分数阶模拟滤波器(FOAF)还可以通过 sα 的整数阶近似、优化和曲线拟合技术(幂律/双阶)等方法来实现。FOAFs 的设计在多方面的研究工作中得到了深入的研究和介绍,其中大部分是从理论角度出发的。这些论文大多从概念角度介绍了拟议 FOAF 的物理实现。本调查报告介绍了迄今为止在 FOAFs 演进方面取得的进展,并强调了几个尚未解决的问题,包括设计方法缺乏标准化、在硬件中实现分数算子所面临的挑战、与参数敏感性和调整、计算复杂性和效率、稳定性分析和鲁棒性有关的复杂问题、与新兴技术整合的困难以及可扩展性挑战。此外,论文还阐述了滤波器应用中接近理想的 FO 行为的优越性,并强调了 FOAF 相对于整阶模拟滤波器(IOAF)的显著优势。因此,本文通过对各种 FOAF 实现的评估,介绍了当前 FOAF 的最新技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
6.90
自引率
18.80%
发文量
292
审稿时长
4.9 months
期刊介绍: AEÜ is an international scientific journal which publishes both original works and invited tutorials. The journal''s scope covers all aspects of theory and design of circuits, systems and devices for electronics, signal processing, and communication, including: signal and system theory, digital signal processing network theory and circuit design information theory, communication theory and techniques, modulation, source and channel coding switching theory and techniques, communication protocols optical communications microwave theory and techniques, radar, sonar antennas, wave propagation AEÜ publishes full papers and letters with very short turn around time but a high standard review process. Review cycles are typically finished within twelve weeks by application of modern electronic communication facilities.
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