Haoliang Cheng , Yunyun Yang , Manna Gu , Ying Tian , Bo Fang , Chenxia Li , Zhi Hong , Xufeng Jing
{"title":"基于硬件加速器计算的实时全息成像可编程元表面","authors":"Haoliang Cheng , Yunyun Yang , Manna Gu , Ying Tian , Bo Fang , Chenxia Li , Zhi Hong , Xufeng Jing","doi":"10.1016/j.precisioneng.2025.05.004","DOIUrl":null,"url":null,"abstract":"<div><div>—Dynamic control of electromagnetic waves can be achieved using programmable metasurfaces. We propose a 1-bit real-time holographic programmable metasurface based on hardware acceleration. The field-programmable gate array (FPGA) is used as the hardware accelerator to accelerate the computation of the backpropagation algorithm, obtaining the encoding pattern of the programmable metasurface unit structure. By controlling the on/off state of diodes, we encode the programmable metasurface and achieve real-time hologram calculation at a rate of 13 frames per second. The proposed programmable metasurface can achieve a phase variation of 180° in its unit structure. Furthermore, we experimentally fabricated and tested the designed programmable metasurface using near-field scanning. When the incident electromagnetic wave frequency was 7.66 GHz, the programmable metasurface successfully realized real-time holographic imaging function, with theoretical and experimental results being consistent.</div></div>","PeriodicalId":54589,"journal":{"name":"Precision Engineering-Journal of the International Societies for Precision Engineering and Nanotechnology","volume":"95 ","pages":"Pages 495-504"},"PeriodicalIF":3.7000,"publicationDate":"2025-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Real-time holographic imaging programmable metasurfaces based on hardware accelerator computation\",\"authors\":\"Haoliang Cheng , Yunyun Yang , Manna Gu , Ying Tian , Bo Fang , Chenxia Li , Zhi Hong , Xufeng Jing\",\"doi\":\"10.1016/j.precisioneng.2025.05.004\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>—Dynamic control of electromagnetic waves can be achieved using programmable metasurfaces. We propose a 1-bit real-time holographic programmable metasurface based on hardware acceleration. The field-programmable gate array (FPGA) is used as the hardware accelerator to accelerate the computation of the backpropagation algorithm, obtaining the encoding pattern of the programmable metasurface unit structure. By controlling the on/off state of diodes, we encode the programmable metasurface and achieve real-time hologram calculation at a rate of 13 frames per second. The proposed programmable metasurface can achieve a phase variation of 180° in its unit structure. Furthermore, we experimentally fabricated and tested the designed programmable metasurface using near-field scanning. When the incident electromagnetic wave frequency was 7.66 GHz, the programmable metasurface successfully realized real-time holographic imaging function, with theoretical and experimental results being consistent.</div></div>\",\"PeriodicalId\":54589,\"journal\":{\"name\":\"Precision Engineering-Journal of the International Societies for Precision Engineering and Nanotechnology\",\"volume\":\"95 \",\"pages\":\"Pages 495-504\"},\"PeriodicalIF\":3.7000,\"publicationDate\":\"2025-05-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Precision Engineering-Journal of the International Societies for Precision Engineering and Nanotechnology\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0141635925001552\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, MANUFACTURING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Precision Engineering-Journal of the International Societies for Precision Engineering and Nanotechnology","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0141635925001552","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, MANUFACTURING","Score":null,"Total":0}
Real-time holographic imaging programmable metasurfaces based on hardware accelerator computation
—Dynamic control of electromagnetic waves can be achieved using programmable metasurfaces. We propose a 1-bit real-time holographic programmable metasurface based on hardware acceleration. The field-programmable gate array (FPGA) is used as the hardware accelerator to accelerate the computation of the backpropagation algorithm, obtaining the encoding pattern of the programmable metasurface unit structure. By controlling the on/off state of diodes, we encode the programmable metasurface and achieve real-time hologram calculation at a rate of 13 frames per second. The proposed programmable metasurface can achieve a phase variation of 180° in its unit structure. Furthermore, we experimentally fabricated and tested the designed programmable metasurface using near-field scanning. When the incident electromagnetic wave frequency was 7.66 GHz, the programmable metasurface successfully realized real-time holographic imaging function, with theoretical and experimental results being consistent.
期刊介绍:
Precision Engineering - Journal of the International Societies for Precision Engineering and Nanotechnology is devoted to the multidisciplinary study and practice of high accuracy engineering, metrology, and manufacturing. The journal takes an integrated approach to all subjects related to research, design, manufacture, performance validation, and application of high precision machines, instruments, and components, including fundamental and applied research and development in manufacturing processes, fabrication technology, and advanced measurement science. The scope includes precision-engineered systems and supporting metrology over the full range of length scales, from atom-based nanotechnology and advanced lithographic technology to large-scale systems, including optical and radio telescopes and macrometrology.