{"title":"基于并行LUT结构的宽带数字预失真器的SDR实现","authors":"Jie Liu, Wen-hua Chen, Long Chen, Zhenghe Feng","doi":"10.1109/ICMMT55580.2022.10022604","DOIUrl":null,"url":null,"abstract":"This paper presents a wide-band digital predistorter using software-defined radio (SDR) architecture with a parallel look-up table (LUT) structure. The proposed scheme indexes multiple samples in a single clock cycle, which not only reduces DSP resource consumption, but also extends the bandwidth of conventional serial DPD to a higher rate, without being limited by the maximum clock rate. The corresponding digital predistortion (DPD) model is based on the generalized memory polynomial (GMP). Indirect learning and regularization method are also applied to make coefficients identification stable. The whole system can perform real-time DPD iterations, without commercial equipment as PC or Matlab. A 4.9GHz GaN Doherty power amplifier (DPA) MMIC module is used to validate the predistorter with a 100-MHz bandwidth signal. The results show good linearization performances with the adjacent channel power ratio (ACPR) below -48 dBc, meeting the requirements of the 5G communication standard.","PeriodicalId":211726,"journal":{"name":"2022 International Conference on Microwave and Millimeter Wave Technology (ICMMT)","volume":"102 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"SDR Implementation of A Broadband Digital Predistorter with Parallel LUT Structure\",\"authors\":\"Jie Liu, Wen-hua Chen, Long Chen, Zhenghe Feng\",\"doi\":\"10.1109/ICMMT55580.2022.10022604\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents a wide-band digital predistorter using software-defined radio (SDR) architecture with a parallel look-up table (LUT) structure. The proposed scheme indexes multiple samples in a single clock cycle, which not only reduces DSP resource consumption, but also extends the bandwidth of conventional serial DPD to a higher rate, without being limited by the maximum clock rate. The corresponding digital predistortion (DPD) model is based on the generalized memory polynomial (GMP). Indirect learning and regularization method are also applied to make coefficients identification stable. The whole system can perform real-time DPD iterations, without commercial equipment as PC or Matlab. A 4.9GHz GaN Doherty power amplifier (DPA) MMIC module is used to validate the predistorter with a 100-MHz bandwidth signal. The results show good linearization performances with the adjacent channel power ratio (ACPR) below -48 dBc, meeting the requirements of the 5G communication standard.\",\"PeriodicalId\":211726,\"journal\":{\"name\":\"2022 International Conference on Microwave and Millimeter Wave Technology (ICMMT)\",\"volume\":\"102 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-08-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 International Conference on Microwave and Millimeter Wave Technology (ICMMT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICMMT55580.2022.10022604\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Conference on Microwave and Millimeter Wave Technology (ICMMT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMMT55580.2022.10022604","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
本文提出了一种采用软件定义无线电(SDR)结构和并行查表(LUT)结构的宽带数字预失真器。该方案在一个时钟周期内对多个采样进行索引,不仅减少了DSP资源的消耗,而且将传统串行DPD的带宽扩展到更高的速率,而不受最大时钟速率的限制。相应的数字预失真(DPD)模型基于广义记忆多项式。采用间接学习和正则化方法使系数辨识稳定。整个系统可以实现实时DPD迭代,无需PC或Matlab等商用设备。使用4.9GHz GaN Doherty功率放大器(DPA) MMIC模块对100 mhz带宽信号的预失真器进行验证。结果表明,该电路具有良好的线性化性能,相邻信道功率比(ACPR)低于-48 dBc,满足5G通信标准要求。
SDR Implementation of A Broadband Digital Predistorter with Parallel LUT Structure
This paper presents a wide-band digital predistorter using software-defined radio (SDR) architecture with a parallel look-up table (LUT) structure. The proposed scheme indexes multiple samples in a single clock cycle, which not only reduces DSP resource consumption, but also extends the bandwidth of conventional serial DPD to a higher rate, without being limited by the maximum clock rate. The corresponding digital predistortion (DPD) model is based on the generalized memory polynomial (GMP). Indirect learning and regularization method are also applied to make coefficients identification stable. The whole system can perform real-time DPD iterations, without commercial equipment as PC or Matlab. A 4.9GHz GaN Doherty power amplifier (DPA) MMIC module is used to validate the predistorter with a 100-MHz bandwidth signal. The results show good linearization performances with the adjacent channel power ratio (ACPR) below -48 dBc, meeting the requirements of the 5G communication standard.