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基于粒子群优化算法的紧凑型双波段金属绝缘体金属滤波器用于高灵敏度折射率传感的设计与优化

Design and optimization of a compact dual band metal insulator metal filter for high sensitivity refractive index sensing using particle swarm optimization.

作者信息

Darabi Ali, Malekshahi Mazdak Rad

机构信息

Department of Electrical Engineering, Faculty of Engineering, Razi University, Kermanshah, 67149, Iran.

出版信息

Sci Rep. 2025 Jul 1;15(1):22436. doi: 10.1038/s41598-025-05569-x.

Abstract

This paper presents a highly optimized metal-insulator-metal (MIM) filter designed for لrefractive index sensing applications, with dual cut-off bands at 1008 nm and 1348 nm. The filter's dimensions are optimized using the Particle Swarm Optimization (PSO) algorithm, ensuring maximum sensitivity and miniaturization. The Finite-Difference Time-Domain (FDTD) method is employed for simulations, while the Drude-Debye model accurately captures the dispersive dielectric properties of the metallic layers. Also, the optimized sensor exhibits high sensitivity, with values of 7504 nm/RIU for the first cut-off band and 8000 nm/RIU for the second, demonstrating enhanced responsiveness in the longer-wavelength range. The figure of merit (FOM) values of 250.13 (1/RIU) and 250 (1/RIU) for the two cut-off bands, respectively, along with detection limits of 0.0039 RIU and 0.004 RIU, further highlight the sensor's precision and reliability in detecting small refractive index changes. Furthermore, this dual-band MIM filter is well-suited for real-time refractive index detection, providing a compact, efficient design with excellent filtering capabilities. The integration of the PSO algorithm ensures optimal performance across both wavelength bands, making the sensor a promising candidate for applications in biosensing, chemical detection, and environmental monitoring. The high sensitivity, combined with the dual-band functionality, enables versatile sensing applications with enhanced precision.

摘要

本文介绍了一种为折射率传感应用而设计的高度优化的金属-绝缘体-金属(MIM)滤波器,其在1008纳米和1348纳米处有两个截止带。该滤波器的尺寸使用粒子群优化(PSO)算法进行了优化,以确保最大灵敏度和小型化。采用时域有限差分(FDTD)方法进行模拟,而德鲁德-德拜模型准确地捕捉了金属层的色散介电特性。此外,优化后的传感器具有高灵敏度,第一个截止带的值为7504纳米/RIU,第二个截止带的值为8000纳米/RIU,表明在长波长范围内响应性增强。两个截止带的品质因数(FOM)值分别为250.13(1/RIU)和250(1/RIU),以及检测限为0.0039 RIU和0.004 RIU,进一步突出了该传感器在检测小折射率变化时的精度和可靠性。此外,这种双波段MIM滤波器非常适合实时折射率检测,提供了一种紧凑、高效且具有出色滤波能力的设计。PSO算法的集成确保了在两个波长波段上的最佳性能,使该传感器成为生物传感、化学检测和环境监测应用中的一个有前途的候选者。高灵敏度与双波段功能相结合,实现了具有更高精度的多功能传感应用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d8fb/12217825/7588fdd7ffdd/41598_2025_5569_Fig1_HTML.jpg

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