{"title":"fpga实现的实时DSP框架使实验50 m光子学辅助毫米波链路具有增强的频率偏移补偿","authors":"Tianqi Zheng, Kaihui Wang, Sheng Hu, Xiongwei Yang, Long Zhang, Chen Wang, Bohan Sang, Chengzhen Bian, Jianjun Yu, Fellow, IEEE, Fellow, Optica","doi":"10.1016/j.optlastec.2025.113287","DOIUrl":null,"url":null,"abstract":"<div><div>We experimentally demonstrate a 50 m wireless W-band photonics-aided transmission system with FPGA-implemented real-time DSP, achieving robust 7.3728 GBaud quadrature phase shift keying (QPSK) signal recovery. At the core of the digital signal processing (DSP) framework lies a novel frequency offset estimation algorithm, termed PF-CT-FOE, that integrates phase folding with cumulative phase transition feedback, resolving the accuracy-efficiency trade-off in large-frequency-offset compensation for real-time photonics-aided millimeter-wave systems. Building on this innovation, a parallelized real-time DSP framework is established specifically optimized for photonics-aided millimeter wave transmission. Through comprehensive numerical simulations, we characterized the performance of both the T/2-spaced constant modulus algorithm (T/2 CMA) and the proposed FOE algorithm, while all signal equalization and recovery components were fully implemented and validated on a field-programmable gate array (FPGA) platform. Implemented on 128-parallel FPGA paths, the system achieves real-time recovery of 7.3728 GBaud QPSK signals over 100 m fiber and 50 m wireless links with 1.2 × 10<sup>-4</sup> BER, below the 3.8 × 10<sup>-3</sup> threshold for HD-FEC. This work establishes a practical pathway for cost-sensitive millimeter-wave backhaul deployments requiring sub-ms latency.</div></div>","PeriodicalId":19511,"journal":{"name":"Optics and Laser Technology","volume":"191 ","pages":"Article 113287"},"PeriodicalIF":5.0000,"publicationDate":"2025-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Fpga-implemented Real-Time DSP framework enabling experimental 50 m Photonics-Aided Millimeter-Wave links with enhanced frequency offset compensation\",\"authors\":\"Tianqi Zheng, Kaihui Wang, Sheng Hu, Xiongwei Yang, Long Zhang, Chen Wang, Bohan Sang, Chengzhen Bian, Jianjun Yu, Fellow, IEEE, Fellow, Optica\",\"doi\":\"10.1016/j.optlastec.2025.113287\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>We experimentally demonstrate a 50 m wireless W-band photonics-aided transmission system with FPGA-implemented real-time DSP, achieving robust 7.3728 GBaud quadrature phase shift keying (QPSK) signal recovery. At the core of the digital signal processing (DSP) framework lies a novel frequency offset estimation algorithm, termed PF-CT-FOE, that integrates phase folding with cumulative phase transition feedback, resolving the accuracy-efficiency trade-off in large-frequency-offset compensation for real-time photonics-aided millimeter-wave systems. Building on this innovation, a parallelized real-time DSP framework is established specifically optimized for photonics-aided millimeter wave transmission. Through comprehensive numerical simulations, we characterized the performance of both the T/2-spaced constant modulus algorithm (T/2 CMA) and the proposed FOE algorithm, while all signal equalization and recovery components were fully implemented and validated on a field-programmable gate array (FPGA) platform. Implemented on 128-parallel FPGA paths, the system achieves real-time recovery of 7.3728 GBaud QPSK signals over 100 m fiber and 50 m wireless links with 1.2 × 10<sup>-4</sup> BER, below the 3.8 × 10<sup>-3</sup> threshold for HD-FEC. This work establishes a practical pathway for cost-sensitive millimeter-wave backhaul deployments requiring sub-ms latency.</div></div>\",\"PeriodicalId\":19511,\"journal\":{\"name\":\"Optics and Laser Technology\",\"volume\":\"191 \",\"pages\":\"Article 113287\"},\"PeriodicalIF\":5.0000,\"publicationDate\":\"2025-06-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Optics and Laser Technology\",\"FirstCategoryId\":\"101\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0030399225008783\",\"RegionNum\":2,\"RegionCategory\":\"物理与天体物理\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"OPTICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Optics and Laser Technology","FirstCategoryId":"101","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0030399225008783","RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OPTICS","Score":null,"Total":0}
Fpga-implemented Real-Time DSP framework enabling experimental 50 m Photonics-Aided Millimeter-Wave links with enhanced frequency offset compensation
We experimentally demonstrate a 50 m wireless W-band photonics-aided transmission system with FPGA-implemented real-time DSP, achieving robust 7.3728 GBaud quadrature phase shift keying (QPSK) signal recovery. At the core of the digital signal processing (DSP) framework lies a novel frequency offset estimation algorithm, termed PF-CT-FOE, that integrates phase folding with cumulative phase transition feedback, resolving the accuracy-efficiency trade-off in large-frequency-offset compensation for real-time photonics-aided millimeter-wave systems. Building on this innovation, a parallelized real-time DSP framework is established specifically optimized for photonics-aided millimeter wave transmission. Through comprehensive numerical simulations, we characterized the performance of both the T/2-spaced constant modulus algorithm (T/2 CMA) and the proposed FOE algorithm, while all signal equalization and recovery components were fully implemented and validated on a field-programmable gate array (FPGA) platform. Implemented on 128-parallel FPGA paths, the system achieves real-time recovery of 7.3728 GBaud QPSK signals over 100 m fiber and 50 m wireless links with 1.2 × 10-4 BER, below the 3.8 × 10-3 threshold for HD-FEC. This work establishes a practical pathway for cost-sensitive millimeter-wave backhaul deployments requiring sub-ms latency.
期刊介绍:
Optics & Laser Technology aims to provide a vehicle for the publication of a broad range of high quality research and review papers in those fields of scientific and engineering research appertaining to the development and application of the technology of optics and lasers. Papers describing original work in these areas are submitted to rigorous refereeing prior to acceptance for publication.
The scope of Optics & Laser Technology encompasses, but is not restricted to, the following areas:
•development in all types of lasers
•developments in optoelectronic devices and photonics
•developments in new photonics and optical concepts
•developments in conventional optics, optical instruments and components
•techniques of optical metrology, including interferometry and optical fibre sensors
•LIDAR and other non-contact optical measurement techniques, including optical methods in heat and fluid flow
•applications of lasers to materials processing, optical NDT display (including holography) and optical communication
•research and development in the field of laser safety including studies of hazards resulting from the applications of lasers (laser safety, hazards of laser fume)
•developments in optical computing and optical information processing
•developments in new optical materials
•developments in new optical characterization methods and techniques
•developments in quantum optics
•developments in light assisted micro and nanofabrication methods and techniques
•developments in nanophotonics and biophotonics
•developments in imaging processing and systems