A Low Running Complexity Model for Digital Predistortion of RF Power Amplifiers

被引:9
|
作者
Han, Renlong [1 ,2 ]
Qiao, Wen [1 ,2 ]
Jiang, Chengye [1 ,2 ]
Su, Lei [1 ,2 ]
Yang, Guichen [1 ,2 ]
Tan, Jingchao [1 ,2 ]
Liu, Falin [1 ,2 ]
机构
[1] Univ Sci & Technol China, Dept Elect Engn & Informat Sci, Hefei 230027, Peoples R China
[2] Chinese Acad Sci, Key Lab Electromagnet Space Informat, Hefei 230027, Peoples R China
基金
中国国家自然科学基金;
关键词
Complexity theory; Computational modeling; Behavioral sciences; Multiplexing; Predistortion; Matching pursuit algorithms; Adaptation models; Behavioral modeling; digital predistortion (DPD); greedy algorithm; power amplifiers (PAs); running complexity; ALGORITHM;
D O I
10.1109/LMWC.2022.3181204
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this letter, two basis function multiplexing-based behavioral modeling methods for digital predistortion (DPD) of RF power amplifiers (PAs) are proposed to reduce the running complexity of DPD. The proposed full basis-propagating selection (FBPS) model and reduced-complexity FBPS (RC-FBPS) model give two reasonable ways to multiplex even-order basis functions, extending the basis-propagating selection (BAPS) model which only uses basis function delay and odd-order basis functions. The experimental results confirm that both the proposed FBPS and RC-FBPS models can achieve a good tradeoff between running complexity and performance.
引用
收藏
页码:1371 / 1374
页数:4
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