Low-complexity, Multi Sub-band Digital Predistortion

被引:4
作者
Tarver, Chance [1 ]
Abdelaziz, Mahmoud [2 ]
Anttila, Lauri [2 ]
Valkama, Mikko [2 ]
Cavallaro, Joseph R. [1 ]
机构
[1] Rice Univ, Dept Elect & Comp Engn, Houston, TX 77005 USA
[2] Tampere Univ Technol, Dept Elect & Commun Engn, Tampere, Finland
来源
JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY | 2018年 / 90卷 / 10期
基金
美国国家科学基金会; 芬兰科学院;
关键词
Adaptive filters; Carrier aggregation; Digital predistortion; Nonlinear distortion; Power amplifier; Software-defined radio; Spectrally-agile radio; Spurious emission; LINEARIZATION; TRANSMITTERS; ARCHITECTURE; CHALLENGES;
D O I
10.1007/s11265-017-1303-1
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The nonlinearities of power amplifiers combined with non-contiguous transmissions found in modern, frequency-agile, wireless standards create undesirable spurious emissions through the nearby spectrum of data carriers. Digital predistortion (DPD) is an effective way of combating spurious emission violations without the need for a significant power reduction in the transmitter leading to better power efficiency and network coverage. In this paper, an iterative, multi sub-band version of the sub-band DPD, proposed earlier by the authors, is presented. The DPD learning is iterated over intermodulation distortion (IMD) sub-bands until a satisfactory performance is achieved for each of them. A sequential DPD learning procedure is also presented to reduce the hardware complexity when higher order nonlinearities are incorporated in the DPD learning. Improvements in the convergence speed of the adaptive DPD learning are also achieved via incorporating a variable learning rate and interpolation of previously trained DPD coefficients. A WarpLab implementation of the proposed DPD is also shown with excellent suppression of the targeted spurious emissions.
引用
收藏
页码:1495 / 1505
页数:11
相关论文
共 21 条
[1]  
Abdelaziz M, 2014, IEEE INT C AC SPEECH
[2]  
Abdelaziz M, 2015, 49 AS C SIGN SYST CO
[3]   Low-Complexity Subband Digital Predistortion for Spurious Emission Suppression in Noncontiguous Spectrum Access [J].
Abdelaziz, Mahmoud ;
Anttila, Lauri ;
Tarver, Chance ;
Li, Kaipeng ;
Cavallaro, Joseph R. ;
Valkama, Mikko .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2016, 64 (11) :3501-3517
[4]   Digital Predistortion for Mitigating Spurious Emissions in Spectrally Agile Radios [J].
Abdelaziz, Mahmoud ;
Fu, Zhu ;
Anttila, Lauri ;
Wyglinski, Alexander M. ;
Valkama, Mikko .
IEEE COMMUNICATIONS MAGAZINE, 2016, 54 (03) :60-69
[5]  
[Anonymous], 2013, Standard TR 36.819
[6]  
[Anonymous], 2015, WHITE PAPER CISCO VN
[7]   Channel-Selective Multi-Cell Digital Predistorter for Multi-Carrier Transmitters [J].
Bassam, Seyed Aidin ;
Helaoui, Mohamed ;
Ghannouchi, Fadhel M. .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2012, 60 (08) :2344-2352
[8]   2-D Digital Predistortion (2-D-DPD) Architecture for Concurrent Dual-Band Transmitters [J].
Bassam, Seyed Aidin ;
Helaoui, Mohamed ;
Ghannouchi, Fadhel M. .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2011, 59 (10) :2547-2553
[9]   A Combined Approach to Digital Predistortion and Crest Factor Reduction for the Linearization of an RF Power Amplifier [J].
Braithwaite, R. Neil .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2013, 61 (01) :291-302
[10]  
Dano M, ATT WE ARE DEPLOYING