The design of optical elements often requires precise optimisation where metaheuristic algorithms have emerged as a powerful approach. This study aims to optimise a guided-mode resonance reflectance filter chosen due to its extreme parameter sensitivity, which makes it an exemplary platform for evaluating metaheuristic algorithms in photonics. We rigorously compare six established metaheuristic techniques (particle swarm optimisation (PSO), genetic algorithm (GA), shuffled frog leaping algorithm (SFLA), artificial bee colony (ABC), imperialist competitive algorithm (ICA), and differential evolution (DE)) using critical performance metrics. This systematic analysis not only benchmarks algorithm effectiveness for guided-mode resonance filters but also establishes guidelines for optimising parameter-sensitive photonic devices.
{"title":"Application of Metaheuristic Optimisation Methods to the Design of Guided-Mode Resonance Filters: A Comparative Study","authors":"Amirreza Asadollahzadeh, Amirali Tavakkoli-Kakhki, Mehrdad Shokooh-Saremi","doi":"10.1049/ote2.70026","DOIUrl":"https://doi.org/10.1049/ote2.70026","url":null,"abstract":"<p>The design of optical elements often requires precise optimisation where metaheuristic algorithms have emerged as a powerful approach. This study aims to optimise a guided-mode resonance reflectance filter chosen due to its extreme parameter sensitivity, which makes it an exemplary platform for evaluating metaheuristic algorithms in photonics. We rigorously compare six established metaheuristic techniques (particle swarm optimisation (PSO), genetic algorithm (GA), shuffled frog leaping algorithm (SFLA), artificial bee colony (ABC), imperialist competitive algorithm (ICA), and differential evolution (DE)) using critical performance metrics. This systematic analysis not only benchmarks algorithm effectiveness for guided-mode resonance filters but also establishes guidelines for optimising parameter-sensitive photonic devices.</p>","PeriodicalId":13408,"journal":{"name":"Iet Optoelectronics","volume":"20 1","pages":""},"PeriodicalIF":1.6,"publicationDate":"2026-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ietresearch.onlinelibrary.wiley.com/doi/epdf/10.1049/ote2.70026","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145963974","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In this paper, we put forward an accurate multiple scattering channel model for ultraviolet (UV) signals propagating through the atmosphere. The model incorporates both the altitude-dependent variation of the refractive index structure parameter and the relative height between the UV transmitter and receiver, factors which have often been overlooked in previous studies. To validate the proposed model, we compare it with the established turbulence model through simulations and experiments at transmission distances ranging from 600 to 1000 m. The results demonstrate that the proposed model achieves higher accuracy. Furthermore, we investigate the effects of wind speed, the nominal value of the refractive-index structure parameter at ground level, and the number of photon scattering events on the channel path loss. This work establishes a solid theoretical foundation for the development of UV communication technology.
{"title":"A Multiple Scattering Channel Model for Ultraviolet Signal Propagation in the Atmosphere","authors":"Xianrui Jian, Qingfeng Wu","doi":"10.1049/ote2.70028","DOIUrl":"https://doi.org/10.1049/ote2.70028","url":null,"abstract":"<p>In this paper, we put forward an accurate multiple scattering channel model for ultraviolet (UV) signals propagating through the atmosphere. The model incorporates both the altitude-dependent variation of the refractive index structure parameter and the relative height between the UV transmitter and receiver, factors which have often been overlooked in previous studies. To validate the proposed model, we compare it with the established turbulence model through simulations and experiments at transmission distances ranging from 600 to 1000 m. The results demonstrate that the proposed model achieves higher accuracy. Furthermore, we investigate the effects of wind speed, the nominal value of the refractive-index structure parameter at ground level, and the number of photon scattering events on the channel path loss. This work establishes a solid theoretical foundation for the development of UV communication technology.</p>","PeriodicalId":13408,"journal":{"name":"Iet Optoelectronics","volume":"20 1","pages":""},"PeriodicalIF":1.6,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ietresearch.onlinelibrary.wiley.com/doi/epdf/10.1049/ote2.70028","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145986758","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Hongyan Jiang, Wanyi Hu, Xin Liao, Ning He, Wasiu Popoola, Ahmad Fairuz Omar, Sujan Rajbhandari
This paper proposes a hybrid optical modulation scheme that integrates spectrally efficient quadrature amplitude modulation (QAM) and power-efficient multipulse pulse position modulation (MPPM) for underwater wireless optical communication (UWOC) to achieve high spectral and energy efficiencies and combines it with LDPC codes to mitigate the adverse effects imposed by the underwater turbulence channel. Considering the effect of both direct-current (DC) bias level and modulation index on signal-to-noise ratio (SNR), for the first time, an approximate closed-form bit error rate (BER) expression for the hybrid L-QAM-MPPM UWOC system over turbulence channels is derived and verified using Monte Carlo (MC) simulations. Subsequently, comparisons among the hybrid L-QAM-MPPM, conventional MPPM and QAM systems with comparable spectral efficiency for exponentiated Weibull (EW)-modelled turbulence channel indicate that hybrid modulation offers resilience to turbulence, although the BER in the additive white Gaussian noise (AWGN)-only channel is higher. Finally, the effectiveness of LDPC codes in improving the performance of hybrid modulations is discussed, with coded 128-QAM-(12, 2) MPPM offering ∼6.5 and 5.8 dB code gains at a BER of