Pan Yaxi, Dong Jian
School of Computer Science and Engineering, Central South University, Changsha 410083, China.
Nanomaterials (Basel). 2023 Jan 1;13(1):191. doi: 10.3390/nano13010191.
A frequency-selective surface (FSS) optimization method combining a curve-fitting technique and an improved bacterial foraging optimization (IBFO) algorithm is proposed. In the method, novel Koch curve-like FSS and Minkowski fractal islands FSS were designed with a desired resonance center frequency and bandwidth. The bacteria foraging optimization (BFO) algorithm is improved to enhance the performance of the FSS. A curve-fitting technique is provided to allow an intuitive and numerical analysis of the correspondence between the FSS structural parameters and the frequency response. The curve-fitting results are used to evaluate the fitness function of the IBFO algorithm, replacing multiple repeated calls to the electromagnetic simulation software with the curve-fitting equation and thus speeding up the design process. IBFO is compared with the classical BFO algorithm, the hybrid BFO-particle swarm optimization algorithm (BSO), and the artificial bee colony algorithm (ABC) to demonstrate its superior performance. The designed fractal FSS is fabricated and tested to verify the experimental results. The simulation and measurement results show that the proposed FSS has a fractional bandwidth of 91.7% in the frequency range of 3.41-9.19 GHz (S, C, and X-bands). In addition, the structure is very thin, with only 0.025λ and 0.067λ at the lowest and highest frequencies, respectively. The proposed fractal FSS has shown stable performance for both TE and TM polarizations at oblique incidence angles up to 45°. according to simulations and measurements.
提出了一种结合曲线拟合技术和改进细菌觅食优化(IBFO)算法的频率选择表面(FSS)优化方法。在该方法中,设计了具有期望共振中心频率和带宽的新型类科赫曲线FSS和闵可夫斯基分形岛FSS。对细菌觅食优化(BFO)算法进行了改进,以提高FSS的性能。提供了一种曲线拟合技术,以便对FSS结构参数与频率响应之间的对应关系进行直观和数值分析。曲线拟合结果用于评估IBFO算法的适应度函数,用曲线拟合方程代替对电磁仿真软件的多次重复调用,从而加快设计过程。将IBFO与经典BFO算法、混合BFO-粒子群优化算法(BSO)和人工蜂群算法(ABC)进行比较,以证明其优越性能。制作并测试了所设计的分形FSS,以验证实验结果。仿真和测量结果表明,所提出的FSS在3.41-9.19 GHz频率范围内(S、C和X波段)具有91.7%的分数带宽。此外,该结构非常薄,在最低和最高频率处分别仅为0.025λ和0.067λ。根据仿真和测量,所提出的分形FSS在高达45°的斜入射角下,对于TE和TM极化均表现出稳定的性能。