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
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 50 条
  • [1] Low-complexity, Multi Sub-band Digital PredistortionNovel Algorithms and SDR Verification
    Chance Tarver
    Mahmoud Abdelaziz
    Lauri Anttila
    Mikko Valkama
    Joseph R. Cavallaro
    Journal of Signal Processing Systems, 2018, 90 : 1495 - 1505
  • [2] Low Complexity Sub-band Digital Back Propagation
    Okamoto, Seiji
    Horikoshi, Kengo
    Nakamura, Masanori
    Matsushita, Asuka
    Hamaoka, Fukutaro
    Kisaka, Yoshiaki
    2019 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION (OFC), 2019,
  • [3] Low-Complexity Sub-band Divided Ray Tracing for UWB Indoor Channels
    Gan, Mingming
    Meissner, Paul
    Mani, Francesco
    Leitinger, Erik
    Frohle, Markus
    Oestges, Claude
    Witrisal, Klaus
    Zemen, Thomas
    2014 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2014, : 305 - 310
  • [4] Low-complexity, Sub-band DPD with Sequential Learning: Novel Algorithms and WARPLab Implementation
    Tarver, Chance
    Abdelaziz, Mahmoud
    Anttila, Lauri
    Valkama, Mikko
    Cavallaro, Joseph R.
    2016 IEEE INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING SYSTEMS (SIPS), 2016, : 303 - 308
  • [5] A Low-Complexity Digital Predistortion Algorithm for Power Amplifier Linearization
    Qian, Hua
    Yao, Saijie
    Huang, Hao
    Feng, Weifeng
    IEEE TRANSACTIONS ON BROADCASTING, 2014, 60 (04) : 670 - 678
  • [6] Linearization of a Multi-Band Multi-target Directional Modulation Transmitter Using Low-Complexity Crosstalk-Cancelled Digital Predistortion
    Chen, Long
    Chen, Wenhua
    Liu, Youjiang
    Liu, Xin
    Feng, Zhenghe
    2019 IEEE MTT-S INTERNATIONAL MICROWAVE SYMPOSIUM (IMS), 2019, : 995 - 998
  • [7] Prototype Implementation of Two Efficient Low-Complexity Digital Predistortion Algorithms
    Ernst Aschbacher
    Mei Yen Cheong
    Peter Brunmayr
    Markus Rupp
    Timo I. Laakso
    EURASIP Journal on Advances in Signal Processing, 2008
  • [8] Low-Complexity Digital Predistortion of Concurrent Multiband RF Power Amplifiers
    Cao, Wenhui
    Wang, Siqi
    Landin, Per N.
    Eriksson, Thomas
    IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2022, 70 (09) : 4308 - 4317
  • [9] Low-Complexity Digital Predistortion of RF Power Amplifiers Based on FastGRNN
    Watanabe, Taishi
    Ohseki, Takeo
    Kanno, Issei
    Amano, Yoshiaki
    2023 IEEE 98TH VEHICULAR TECHNOLOGY CONFERENCE, VTC2023-FALL, 2023,
  • [10] Prototype implementation of two efficient low-complexity digital predistortion algorithms
    Aschbacher, Ernst
    Cheong, Mei Yen
    Brunmayr, Peter
    Rupp, Markus
    Laakso, Timo I.
    EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2008, 2008 (1)