A Novel Predistorter Design for Nonlinear Power Amplifier with Memory Effects in OFDM Communication Systems Using Orthogonal Polynomials

被引:3
作者
Zhang, Yitao [1 ]
Araki, Kiyomichi [1 ]
机构
[1] Tokyo Inst Technol, Grad Sch Sci & Engn, Tokyo 1528552, Japan
来源
IEICE TRANSACTIONS ON ELECTRONICS | 2010年 / E93C卷 / 07期
关键词
power amplifier; nonlinear distortions; memory effects; predistorter; orthogonal polynomials; complex Gaussian distributed; orthogonal frequency division multiplexing (OFDM);
D O I
10.1587/transele.E93.C.983
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
Orthogonal frequency division multiplexing (OFDM) signals have high peak-to-average power ratio (PAPR) and cause large non-linear distortions in power amplifiers (PAs). Memory effects in PAs also become no longer ignorable for the wide bandwidth of OFDM signals. Digital baseband predistorter is a highly efficient technique to compensate the nonlinear distortions. But it usually has many parameters and takes long time to converge. This paper presents a novel predistorter design using a set of orthogonal polynomials to increase the convergence speed and the compensation quality. Because OFDM signals are approximately complex Gaussian distributed, the complex Hermite polynomials which have a closed-form expression can be used as a set of orthogonal polynomials for OFDM signals. A differential envelope model is adopted in the predistorter design to compensate nonlinear PAs with memory effects. This model is superior to other predistorter models in parameter number to calculate. We inspect the proposed predistorter performance by using an OFDM signal referred to the IEEE 802.11a WLAN standard. Simulation results show that the proposed predistorter is efficient in compensating memory PAs. It is also demonstrated that the proposal acquires a faster convergence speed and a better compensation effect than conventional predistorters.
引用
收藏
页码:983 / 990
页数:8
相关论文
共 22 条
  • [1] [Anonymous], 1999, IEEE Std. 802.11a
  • [2] An optimal two-stage identification algorithm for Hammerstein-Wiener nonlinear systems
    Bai, EW
    [J]. AUTOMATICA, 1998, 34 (03) : 333 - 338
  • [3] AN EXPANSION FOR SOME 2ND-ORDER PROBABILITY DISTRIBUTIONS AND ITS APPLICATION TO NOISE PROBLEMS
    BARRETT, JF
    LAMPARD, DG
    [J]. IRE TRANSACTIONS ON INFORMATION THEORY, 1955, 1 (01): : 10 - 15
  • [4] A fast adaptive polynomial predistorter for power amplifiers
    Besbes, H
    Le-Ngoc, T
    Lin, H
    [J]. GLOBECOM '01: IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, VOLS 1-6, 2001, : 659 - 663
  • [5] Chang SC, 2001, GLOB TELECOMM CONF, P3080, DOI 10.1109/GLOCOM.2001.965993
  • [6] Time-domain envelope measurement technique with application to wideband power amplifier modeling
    Clark, CJ
    Chrisikos, G
    Muha, MS
    Moulthrop, AA
    Silva, CP
    [J]. IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 1998, 46 (12) : 2531 - 2540
  • [7] Cripps S. C., 2006, ARTECH MICR
  • [8] A robust digital baseband predistorter constructed using memory polynomials
    Ding, L
    Zhou, GT
    Morgan, DR
    Ma, ZX
    Kenney, JS
    Kim, J
    Giardina, CR
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2004, 52 (01) : 159 - 165
  • [9] A new Volterra predistorter based on the indirect learning architecture
    Eun, C
    Powers, EJ
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1997, 45 (01) : 223 - 227
  • [10] HONGO N, 2005, IEICE T COMMNUN B, V88, P2062