FPGA-Implementation of Parallel and Sequential Architectures for Adaptive Noise Cancelation

被引:27
作者
Bahoura, Mohammed [1 ]
Ezzaidi, Hassan [2 ]
机构
[1] Univ Quebec, Dept Engn, Rimouski, PQ G5L 3A1, Canada
[2] Univ Quebec Chicoutimi, Dept Appl Sci, Chicoutimi, PQ G7H 2B1, Canada
关键词
Adaptive noise canceller; Sequential adaptive filter; Delayed LMS algorithm; Pipelined architecture; FPGA; ECG;
D O I
10.1007/s00034-011-9310-0
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
This paper presents a FPGA-based rapid prototyping of an adaptive noise canceller (ANC) using XUP Virtex-II Pro development board and Xilinx System Generator. New parallel and sequential architectures of the ANC are proposed and successfully applied to remove noise from electrocardiogram and speech signals. The pipelined architecture were evaluated and compared to existing high-speed systems using objective measurement tests. By providing comparable filtering performances that of the parallel architectures, the proposed sequential system required fewer material resources.
引用
收藏
页码:1521 / 1548
页数:28
相关论文
共 23 条
  • [1] Low-power equalizer architectures for high-speed modems
    Azadet, K
    Nicole, CJ
    [J]. IEEE COMMUNICATIONS MAGAZINE, 1998, 36 (10) : 118 - 126
  • [2] Bahoura Mohammed, 2009, 2009 21st International Conference on Microelectronics (ICM 2009), P213, DOI 10.1109/ICM.2009.5418650
  • [3] Wavelet speech enhancement based on time-scale adaptation
    Bahoura, Mohammed
    Rouat, Jean
    [J]. SPEECH COMMUNICATION, 2006, 48 (12) : 1620 - 1637
  • [4] Reduction of Walsh-transformed electrocardiograms by double logarithmic coding
    Berti, E
    Chiaraluce, F
    Evans, NE
    McKee, JJ
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2000, 47 (11) : 1543 - 1547
  • [5] A wavelet transform-based ECG compression method guaranteeing desired signal quality
    Chen, J
    Itoh, S
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1998, 45 (12) : 1414 - 1419
  • [6] Garofolo J. S., 1993, TIMIT ACOUSTIC PHONE, DOI DOI 10.35111/17GK-BN40
  • [7] PhysioBank, PhysioToolkit, and PhysioNet - Components of a new research resource for complex physiologic signals
    Goldberger, AL
    Amaral, LAN
    Glass, L
    Hausdorff, JM
    Ivanov, PC
    Mark, RG
    Mietus, JE
    Moody, GB
    Peng, CK
    Stanley, HE
    [J]. CIRCULATION, 2000, 101 (23) : E215 - E220
  • [8] HAWKES G., 2005, DSP DESIGNING OPTIMA
  • [9] Kimijima T, 1999, IEICE T FUND ELECTR, VE82A, P1428
  • [10] THE LMS ALGORITHM WITH DELAYED COEFFICIENT ADAPTATION
    LONG, G
    LING, F
    PROAKIS, JG
    [J]. IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1989, 37 (09): : 1397 - 1405