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Liang B, Zhang Y, Zhou Y, Liu W, Ni T, Wang A, Fan Y. A Fast Design Method of Anisotropic Dielectric Lens for Vortex Electromagnetic Wave Based on Deep Learning. MATERIALS (BASEL, SWITZERLAND) 2023; 16:2254. [PMID: 36984134 PMCID: PMC10052138 DOI: 10.3390/ma16062254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Revised: 02/25/2023] [Accepted: 03/07/2023] [Indexed: 06/18/2023]
Abstract
Orbital angular momentum (OAM) has made it possible to regulate classical waves in novel ways, which is more energy- or information-efficient than conventional plane wave technology. This work aims to realize the transition of antenna radiation mode through the rapid design of an anisotropic dielectric lens. The deep learning neural network (DNN) is used to train the electromagnetic properties of dielectric cell structures. Nine variable parameters for changing the dielectric unit structure are present in the input layer of the DNN network. The trained network can predict the transmission phase of the unit cell structure with greater than 98% accuracy within a specific range. Then, to build the corresponding relationship between the phase and the parameters, the gray wolf optimization algorithm is applied. In less than 0.3 s, the trained network can predict the transmission coefficients of the 31 × 31 unit structure in the arrays with great accuracy. Finally, we provide two examples of neural network-based rapid anisotropic dielectric lens design. Dielectric lenses produce the OAM modes +1, -1, and -1, +2 under TE and TM wave irradiation, respectively. This approach resolves the difficult phase matching and time-consuming design issues associated with producing a dielectric lens.
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Affiliation(s)
- Bingyang Liang
- College of Communication and Information Engineering, Xi’an University of Science and Technology, Xi’an 710054, China
- National Key Laboratory on Vacuum Electronics, University of Electronic Science and Technology of China (UESTC), Chengdu 610054, China
| | - Yonghua Zhang
- The Xi’an Research Institute of Navigation Technology, Xi’an 710054, China
| | - Yuanguo Zhou
- College of Communication and Information Engineering, Xi’an University of Science and Technology, Xi’an 710054, China
| | - Weiqiang Liu
- The Xi’an Research Institute of Navigation Technology, Xi’an 710054, China
| | - Tao Ni
- The Xi’an Research Institute of Navigation Technology, Xi’an 710054, China
| | - Anyi Wang
- College of Communication and Information Engineering, Xi’an University of Science and Technology, Xi’an 710054, China
| | - Yanan Fan
- The National Space Science Center, Chinese Academy of Sciences, Beijing 100190, China
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Wu X, Cao H, Peng J, Meng Z. Terahertz quasi non-diffraction Bessel vortex beam generation using three lattice types reflective metasurface. OPTICS EXPRESS 2022; 30:31653-31668. [PMID: 36242244 DOI: 10.1364/oe.470894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 08/06/2022] [Indexed: 06/16/2023]
Abstract
Bandwidth, orbital-angular momentum (OAM) divergence, and mode purity are the three critical issues for the practical terahertz orbital angular momentum manipulation, especially in the next sixth-generation (6G) communication system. Here we propose the broadband high-order Bessel vortex beam carrying multiple OAM modes reflective metasurface in the terahertz domain. The simulation results agree with the theoretical expectation, and the diffracting divergence of OAM vortex beam characteristics has been alleviated. The research on the relationship between the varieties of lattice type and mode purity is also relatively scarce. Henceforth, a comparison study has been conducted between three lattice types, i.e., square lattice, triangular lattice, and concentric ring lattice. And corresponding results of the relationship of mode purity with those lattice types show that the concentric ring lattice has the best performance.
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Generation and Detection of Optical Vortices with Multiple Cascaded Spiral Phase Plates. PHOTONICS 2022. [DOI: 10.3390/photonics9050354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Spiral phase plate (SPP) is the widely used method in the generation of vortex beam (VB) with fixed topological charges (TCs) for specific wavelength. Although VB with large TCs can be directly generated by using the SPP with high vortex order. The fabrication of high-quality SPPs with high vortex orders usually requires complex manufacturing process and high machining accuracy. An alternative method to generate VBs with large TCs is cascaded multiple SPPs with low order. In this study, we numerically calculate the transmitted light field of cascaded multiple SPPs according to the Huygens–Fresnel diffraction integral, and perform the experimental verifications. Based on cascading 6 SPPs (3 SPPs with TCs of 2, and 3 SPPs with TCs 4, respectively), an VB with TCs as high as 18 is generated. Furthermore, The TCs of the generated VB are detected by coaxial and off-axis interfering with fundamental Gaussian beam or its conjugate beam, respectively. The generated fork and spiral patterns allow us to distinguish the value and sign of TCs carried by the VB. The experimental results coincide well with the theoretical simulations. The fork pattern shows better resolution than the spiral one, and the petal pattern with small spiral allows us to distinguish large TCs with a higher resolution.
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Liang B, Shen F, Wang SM, Zhou Y, Yang Y, Cheng K, Zhang G, Zheng Y, Liu QH, Gong Y. Reconstruction of three-dimensional objects in layered composite structures from multimode orbital angular momentum. Phys Rev E 2022; 105:025302. [PMID: 35291077 DOI: 10.1103/physreve.105.025302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 01/13/2022] [Indexed: 06/14/2023]
Abstract
Because of helical phase wavefront distribution, vortex electromagnetic waves are considered to carry more information and additional degrees of freedom than traditional spherical waves. Therefore, a vortex wave carrying orbital angular momentum (OAM) can improve inversion and imaging accuracy. In this work, we revisit the reconstruction of three-dimensional objects in layered composite structures extended with OAM. In forward modeling, the concentric uniform circle array is used to generate electromagnetic vortex beams. To analyze the difference of vortex beams, the electric field radiation pattern and phase pattern distribution of OAM waves with different modes are calculated. Then, the scattered field of layered media illuminated by different OAM beams is determined by the dyadic Green's function and the stabilized biconjugate gradient technique with a fast Fourier transform algorithm. In the inversion, the variational Born iterative method is used to reconstruct targets in layered composite structures, and multiple OAM modes are used to improve the reconstruction results. The numerical results prove that the permittivity of the target can be better reconstructed by using the multiple OAM modes rather than the traditional spherical wave. With the increase of OAM mode number, the reconstructed target parameters are closer to the true value. We expect that our results will provide a better understanding of the OAM and pave the way for the improvement of inversion and optical imaging technology using vortex waves.
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Affiliation(s)
- Bingyang Liang
- International School of Microelectronics, Dongguan University of Technology, Dongguan 523808, China
- National Key Laboratory on Vacuum Electronics, University of Electronic Science and Technology of China (UESTC), Chengdu 610054, China
| | - Fei Shen
- International School of Microelectronics, Dongguan University of Technology, Dongguan 523808, China
| | - Shao Meng Wang
- National Key Laboratory on Vacuum Electronics, University of Electronic Science and Technology of China (UESTC), Chengdu 610054, China
| | - Yuanguo Zhou
- College of Communication and Information Engineering, Xi'an University of Science and Technology, Xi'an 710054, China
| | - Yang Yang
- International School of Microelectronics, Dongguan University of Technology, Dongguan 523808, China
| | - Kaiyang Cheng
- International School of Microelectronics, Dongguan University of Technology, Dongguan 523808, China
| | - Guangmin Zhang
- School of Environment and Civil Engineering, Dongguan University of Technology, Dongguan 523808, China
| | - Yu Zheng
- School of Environment and Civil Engineering, Dongguan University of Technology, Dongguan 523808, China
| | - Qing Huo Liu
- Department of Electrical and Computer Engineering, Duke University, Durham, North Carolina 27708, USA
| | - Yubin Gong
- International School of Microelectronics, Dongguan University of Technology, Dongguan 523808, China
- National Key Laboratory on Vacuum Electronics, University of Electronic Science and Technology of China (UESTC), Chengdu 610054, China
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Fatkhiev DM, Butt MA, Grakhova EP, Kutluyarov RV, Stepanov IV, Kazanskiy NL, Khonina SN, Lyubopytov VS, Sultanov AK. Recent Advances in Generation and Detection of Orbital Angular Momentum Optical Beams-A Review. SENSORS (BASEL, SWITZERLAND) 2021; 21:4988. [PMID: 34372226 PMCID: PMC8347071 DOI: 10.3390/s21154988] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 07/17/2021] [Accepted: 07/20/2021] [Indexed: 01/20/2023]
Abstract
Herein, we have discussed three major methods which have been generally employed for the generation of optical beams with orbital angular momentum (OAM). These methods include the practice of diffractive optics elements (DOEs), metasurfaces (MSs), and photonic integrated circuits (PICs) for the production of in-plane and out-of-plane OAM. This topic has been significantly evolved as a result; these three methods have been further implemented efficiently by different novel approaches which are discussed as well. Furthermore, development in the OAM detection techniques has also been presented. We have tried our best to bring novel and up-to-date information to the readers on this interesting and widely investigated topic.
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Affiliation(s)
- Denis M. Fatkhiev
- Telecommunication Systems Department, Ufa State Aviation Technical University, 450008 Ufa, Russia; (E.P.G.); (R.V.K.); (I.V.S.); (A.K.S.)
| | - Muhammad A. Butt
- Department of Technical Cybernetics, Samara National Research University, 443086 Samara, Russia; (M.A.B.); (N.L.K.); (S.N.K.)
- Institute of Microelectronics and Optoelectronics, Warsaw University of Technology, 00-662 Warszawa, Poland
| | - Elizaveta P. Grakhova
- Telecommunication Systems Department, Ufa State Aviation Technical University, 450008 Ufa, Russia; (E.P.G.); (R.V.K.); (I.V.S.); (A.K.S.)
| | - Ruslan V. Kutluyarov
- Telecommunication Systems Department, Ufa State Aviation Technical University, 450008 Ufa, Russia; (E.P.G.); (R.V.K.); (I.V.S.); (A.K.S.)
| | - Ivan V. Stepanov
- Telecommunication Systems Department, Ufa State Aviation Technical University, 450008 Ufa, Russia; (E.P.G.); (R.V.K.); (I.V.S.); (A.K.S.)
| | - Nikolay L. Kazanskiy
- Department of Technical Cybernetics, Samara National Research University, 443086 Samara, Russia; (M.A.B.); (N.L.K.); (S.N.K.)
- Image Processing Systems Institute Branch of the Federal Scientific Research Center “Crystallography and Photonics” of Russian Academy of Sciences, 443001 Samara, Russia
| | - Svetlana N. Khonina
- Department of Technical Cybernetics, Samara National Research University, 443086 Samara, Russia; (M.A.B.); (N.L.K.); (S.N.K.)
- Image Processing Systems Institute Branch of the Federal Scientific Research Center “Crystallography and Photonics” of Russian Academy of Sciences, 443001 Samara, Russia
| | - Vladimir S. Lyubopytov
- Telecommunication Systems Department, Ufa State Aviation Technical University, 450008 Ufa, Russia; (E.P.G.); (R.V.K.); (I.V.S.); (A.K.S.)
- Center for Photonics and Quantum Materials, Skolkovo Institute of Science and Technology, 121205 Moscow, Russia;
| | - Albert K. Sultanov
- Telecommunication Systems Department, Ufa State Aviation Technical University, 450008 Ufa, Russia; (E.P.G.); (R.V.K.); (I.V.S.); (A.K.S.)
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