On the implementation of adaptive equalizers for wireless ATM with an extended QR-decomposition-based RLS-algorithm

被引:0
|
作者
Drewes, C [1 ]
Hasholzner, R [1 ]
Hammerschmidt, JS [1 ]
机构
[1] Tech Univ Munich, Inst Integrated Circuits, D-80290 Munchen, Germany
关键词
D O I
暂无
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
An extended QR-decomposition (QRD)-based RLS-algorithm is introduced, applicable for equalization, allowing an estimate of the transmitted symbol, when it is a-priori unknown. To achieve low-cost implementations strength reduction and square-root free Givens-rotations are applied. Several QRD-based RLS-algorithms are compared in terms of the number of mathematical operations. The QR-RLS-algorithm indicates lowest complexity and is always a good candidate,when a huge trainig overhead has to be avoided, resulting in an equalizer of less than 15 taps. Finally, the hardware complexity of a 13 MBaud-DFE for wireless ATM is estimated.
引用
收藏
页码:3445 / 3448
页数:4
相关论文
共 27 条
  • [1] Adaptive lattice-hammerstein RLS algorithm for wireless nonlinear equalizers
    Eghtedari, M.
    Kahaei, M. H.
    Poshtan, J.
    2005 1ST IEEE/IFIP INTERNATIONAL CONFERENCE IN CENTRAL ASIA ON INTERNET (ICI), 2005, : 50 - 53
  • [2] Parallel multichannel fast RLS adaptive filtering algorithm based on inverse QR decomposition
    Djigan, VI
    Proceedings of the Second IASTED International Multi-Conference on Automation, Control, and Information Technology - Signal and Image Processing, 2005, : 170 - 175
  • [3] Adaptive beamforming algorithm based on inverse QR-RLS for hexagonal array implementation
    Wang, Qiang
    DCABES 2007 PROCEEDINGS, VOLS I AND II, 2007, : 37 - 41
  • [4] QR-decomposition-based least squares lattice adaptive filter algorithms for active noise control
    Shi, Z.-Y. (zyshi@nuaa.edu.cn), 1600, Nanjing University of Aeronautics an Astronautics (26):
  • [5] Implementation of adaptive beamforming based on QR decomposition for CDMA
    Liu, ZH
    McCanny, JV
    2003 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL II, PROCEEDINGS: SPEECH II; INDUSTRY TECHNOLOGY TRACKS; DESIGN & IMPLEMENTATION OF SIGNAL PROCESSING SYSTEMS; NEURAL NETWORKS FOR SIGNAL PROCESSING, 2003, : 609 - 612
  • [6] QR-RLS based adaptive channel TEQ for OFDM wireless LAN
    Rawal, Divyang
    Vijaykumar, C.
    ICSCN 2008: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING COMMUNICATIONS AND NETWORKING, 2008, : 46 - 51
  • [7] A QR Decomposition Based RLS Algorithm with Forgetting Factor for Adaptation of AR EEG Features
    Iqbal, Hira
    Aqil, Muhammad
    2016 INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES (ICET), 2016,
  • [8] Design and implementation of adaptive noise canceler based on RLS algorithm
    Wang, CX
    Zhang, XG
    Yan, CJ
    Liu, Y
    ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings, 2005, : 2530 - 2533
  • [9] Parallel linear-bounded fast RLS-algorithm based on the QR-breakdown without square-rooting operation.
    Dzhigan, VI
    IZVESTIYA VYSSHIKH UCHEBNYKH ZAVEDENII RADIOELEKTRONIKA, 2005, 48 (11-12): : A61 - A70
  • [10] Implementation of QR-decomposition based on CORDIC for unitary MUSIC algorithm
    Lounici, Merwan
    Luan, Xiaoming
    Saadi, Wahab
    FIFTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2013), 2013, 8878