{"title":"Spurious Suppression and Frequency Accuracy Enhancement in Direct Digital Frequency Synthesis: Analysis, Simulation, and Experiment","authors":"Jiawen Lan;Liangqi Gui;Weihua She;Jinbo Hu;Liang Lang;Quanliang Huang","doi":"10.1109/TIM.2025.3557825","DOIUrl":null,"url":null,"abstract":"Direct digital frequency synthesis (DDS) technology has extensive applications across various fields, including instrumentation, communication, measurement, and aerospace. However, due to technical limitations in the digitization process, DDS still faces several challenges, such as spurs and frequency inaccuracy. Conventional dithering methods are limited in suppressing spurs, often increase the noise floor, and do not consider the improvement of frequency accuracy. This article proposes a random frequency compensation (RFC) method to address these issues, which effectively suppresses spurs without raising the noise floor and improves frequency accuracy. The main contributions of this work are threefold. First, we propose an innovative RFC method, which introduces a 1-bit random sequence to disrupt the periodic error sequence and compensate for the fractional part of the frequency control word, thereby simultaneously suppressing spurs and enhancing frequency accuracy. Second, we mathematically analyze the spurious suppression and frequency accuracy of the proposed method, supported by simulations to validate the theoretical effectiveness of the proposed RFC. Finally, to assess real-world performance, we implement the proposed RFC method on a field-programmable gate array (FPGA) and conduct experiments, demonstrating its superiority over conventional dithering methods and its potential for practical use.","PeriodicalId":13341,"journal":{"name":"IEEE Transactions on Instrumentation and Measurement","volume":"74 ","pages":"1-12"},"PeriodicalIF":5.6000,"publicationDate":"2025-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Instrumentation and Measurement","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10964066/","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
Abstract
Direct digital frequency synthesis (DDS) technology has extensive applications across various fields, including instrumentation, communication, measurement, and aerospace. However, due to technical limitations in the digitization process, DDS still faces several challenges, such as spurs and frequency inaccuracy. Conventional dithering methods are limited in suppressing spurs, often increase the noise floor, and do not consider the improvement of frequency accuracy. This article proposes a random frequency compensation (RFC) method to address these issues, which effectively suppresses spurs without raising the noise floor and improves frequency accuracy. The main contributions of this work are threefold. First, we propose an innovative RFC method, which introduces a 1-bit random sequence to disrupt the periodic error sequence and compensate for the fractional part of the frequency control word, thereby simultaneously suppressing spurs and enhancing frequency accuracy. Second, we mathematically analyze the spurious suppression and frequency accuracy of the proposed method, supported by simulations to validate the theoretical effectiveness of the proposed RFC. Finally, to assess real-world performance, we implement the proposed RFC method on a field-programmable gate array (FPGA) and conduct experiments, demonstrating its superiority over conventional dithering methods and its potential for practical use.
期刊介绍:
Papers are sought that address innovative solutions to the development and use of electrical and electronic instruments and equipment to measure, monitor and/or record physical phenomena for the purpose of advancing measurement science, methods, functionality and applications. The scope of these papers may encompass: (1) theory, methodology, and practice of measurement; (2) design, development and evaluation of instrumentation and measurement systems and components used in generating, acquiring, conditioning and processing signals; (3) analysis, representation, display, and preservation of the information obtained from a set of measurements; and (4) scientific and technical support to establishment and maintenance of technical standards in the field of Instrumentation and Measurement.