{"title":"RFSoC 上具有片上 Sign-Sign LMS 自适应和加载配置文件优化功能的离散多音有线收发器数据路径","authors":"Jaewon Lee;Seoyoung Jang;Donggeon Kim;Yujin Choi;Jong-Hyeok Yoon;Matthias Braendli;Thomas Morf;Marcel Kossel;Pier-Andrea Francese;Gain Kim","doi":"10.1109/TCSII.2024.3450695","DOIUrl":null,"url":null,"abstract":"This brief presents a discrete multi-tone (DMT) wireline transceiver (TRX) datapath and introduces the RFSoC-based real-time hardware platform to quickly sweep the optimum bit and power loading profile constrained by the peak-to-average-power ratio (PAPR). The datapath is implemented based on 32-parallel multi-path delay feedback (MDF) fast Fourier transform (FFT)/inverse FFT (IFFT) processors to save resources, integrating with the sign-sign least mean square (SS-LMS) engine. The loading is computed for the channel signal-to-noise ratio (SNR) and PAPR. The platform consists of 2.048 GS/s data converters, the DMT datapath implemented on programmable logic (PL) running at 64 MHz, and the channel board. This system enables a quick bit-error-rate (BER) test at an order of 1.0E-9, accelerating the finding of optimal loading with realistic hardware effects and random clipping events. Experimental results show that the data rate could reach a maximum of 6.82 Gb/s at a BER of 5.7E-4 and a minimum BER of 3.7E-7 for a target data rate of 4.81 Gb/s with a channel exhibiting 16.3 dB insertion loss (IL) at Nyquist.","PeriodicalId":13101,"journal":{"name":"IEEE Transactions on Circuits and Systems II: Express Briefs","volume":"71 12","pages":"4889-4893"},"PeriodicalIF":4.0000,"publicationDate":"2024-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Discrete Multitone Wireline Transceiver Datapath With On-Chip Sign-Sign LMS Adaptation and Loading Profile Optimization on RFSoC\",\"authors\":\"Jaewon Lee;Seoyoung Jang;Donggeon Kim;Yujin Choi;Jong-Hyeok Yoon;Matthias Braendli;Thomas Morf;Marcel Kossel;Pier-Andrea Francese;Gain Kim\",\"doi\":\"10.1109/TCSII.2024.3450695\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This brief presents a discrete multi-tone (DMT) wireline transceiver (TRX) datapath and introduces the RFSoC-based real-time hardware platform to quickly sweep the optimum bit and power loading profile constrained by the peak-to-average-power ratio (PAPR). The datapath is implemented based on 32-parallel multi-path delay feedback (MDF) fast Fourier transform (FFT)/inverse FFT (IFFT) processors to save resources, integrating with the sign-sign least mean square (SS-LMS) engine. The loading is computed for the channel signal-to-noise ratio (SNR) and PAPR. The platform consists of 2.048 GS/s data converters, the DMT datapath implemented on programmable logic (PL) running at 64 MHz, and the channel board. This system enables a quick bit-error-rate (BER) test at an order of 1.0E-9, accelerating the finding of optimal loading with realistic hardware effects and random clipping events. Experimental results show that the data rate could reach a maximum of 6.82 Gb/s at a BER of 5.7E-4 and a minimum BER of 3.7E-7 for a target data rate of 4.81 Gb/s with a channel exhibiting 16.3 dB insertion loss (IL) at Nyquist.\",\"PeriodicalId\":13101,\"journal\":{\"name\":\"IEEE Transactions on Circuits and Systems II: Express Briefs\",\"volume\":\"71 12\",\"pages\":\"4889-4893\"},\"PeriodicalIF\":4.0000,\"publicationDate\":\"2024-08-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Circuits and Systems II: Express Briefs\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10649015/\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Circuits and Systems II: Express Briefs","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10649015/","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
A Discrete Multitone Wireline Transceiver Datapath With On-Chip Sign-Sign LMS Adaptation and Loading Profile Optimization on RFSoC
This brief presents a discrete multi-tone (DMT) wireline transceiver (TRX) datapath and introduces the RFSoC-based real-time hardware platform to quickly sweep the optimum bit and power loading profile constrained by the peak-to-average-power ratio (PAPR). The datapath is implemented based on 32-parallel multi-path delay feedback (MDF) fast Fourier transform (FFT)/inverse FFT (IFFT) processors to save resources, integrating with the sign-sign least mean square (SS-LMS) engine. The loading is computed for the channel signal-to-noise ratio (SNR) and PAPR. The platform consists of 2.048 GS/s data converters, the DMT datapath implemented on programmable logic (PL) running at 64 MHz, and the channel board. This system enables a quick bit-error-rate (BER) test at an order of 1.0E-9, accelerating the finding of optimal loading with realistic hardware effects and random clipping events. Experimental results show that the data rate could reach a maximum of 6.82 Gb/s at a BER of 5.7E-4 and a minimum BER of 3.7E-7 for a target data rate of 4.81 Gb/s with a channel exhibiting 16.3 dB insertion loss (IL) at Nyquist.
期刊介绍:
TCAS II publishes brief papers in the field specified by the theory, analysis, design, and practical implementations of circuits, and the application of circuit techniques to systems and to signal processing. Included is the whole spectrum from basic scientific theory to industrial applications. The field of interest covered includes:
Circuits: Analog, Digital and Mixed Signal Circuits and Systems
Nonlinear Circuits and Systems, Integrated Sensors, MEMS and Systems on Chip, Nanoscale Circuits and Systems, Optoelectronic
Circuits and Systems, Power Electronics and Systems
Software for Analog-and-Logic Circuits and Systems
Control aspects of Circuits and Systems.