A Combinational Adaptive Noise Canceller Using Filter Bank

被引:0
|
作者
Mahabadi, Ali Ameri [1 ]
Hejazi, Seyed Amir [2 ]
Akhaee, Mohammad A. [2 ]
Eshghi, Mohammad [1 ]
机构
[1] Shahid Beheshti Univ, Dept Elect & Comp Engn, Tehran, Iran
[2] Sharif Univ Technol, Dept Elect Engn, Tehran, Iran
关键词
ANC; filter bank; speech enhancement Variable Step-Size LMS (VS-LMS); STEP-SIZE; ALGORITHM;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper proposes a novel combinational Adaptive Noise Canceller (ANC) which is suitable for non stationary noise environments. Pre-filter bank structure improves the convergence rate leading to less error in real-time applications. During our investigations, we have found out adaptive algorithms have better performance for low frequency subbands. Thus, by using Singular Value Decomposition (SVD) in each subband, a simplified version of variable step-size algorithms has been employed in low frequency subbands; while for high frequency subbands, some conventional techniques have been used. Simulation results show that combination of adaptive and conventional methods have better performance with less computational complexity compared to other adaptive algorithms.
引用
收藏
页码:71 / +
页数:2
相关论文
共 50 条
  • [1] A Study on Adaptive Noise Canceller Using Linear Phase Filter
    Kobayashi, Masaki
    Wang, Chi
    ELECTRICAL ENGINEERING IN JAPAN, 2012, 178 (01) : 50 - 55
  • [2] A new noise canceller scheme using parallel adaptive volterra filter
    Zhao, Xueqin
    Lu, Jianming
    Yahagi, Takashi
    ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS: WITH ASPECTS OF CONTEMPORARY INTELLIGENT COMPUTING TECHNIQUES, 2007, 2 : 816 - +
  • [3] A design method of noise canceller using parallel adaptive Volterra filter
    Zhao, Xueqin
    Lu, Jinaming
    Yahagi, Takashi
    2005 IEEE International Conference on Industrial Technology - (ICIT), Vols 1 and 2, 2005, : 1051 - 1054
  • [4] A Nonlinear Adaptive Noise Canceller for Speech Enhancement using Volterra Filter
    Xiao, Yegui
    Xiao, Ran
    Huang, Boyan
    Hasegawa, Koji
    2014 INTERNATIONAL CONFERENCE ON ADVANCED MECHATRONIC SYSTEMS (ICAMECHS), 2014, : 204 - 208
  • [5] Development of Efficient Adaptive Noise Canceller Using Low Complexity Filter Banks
    Noor, Ali O. Abid
    Samad, Salina Abdul
    Hussain, Aini
    ICED: 2008 INTERNATIONAL CONFERENCE ON ELECTRONIC DESIGN, VOLS 1 AND 2, 2008, : 586 - +
  • [6] Adaptive Noise Canceller Using Adaptive IIR Notch Filter Based on Lattice Form Structure
    Benjangkaprasert, C.
    Chanthavong, M.
    Sangaroon, O.
    Janchitrapongvej, K.
    2008 INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS AND INFORMATION TECHNOLOGIES, 2008, : 18 - +
  • [7] A SINGLE MICROPHONE NOISE CANCELLER BASED ON AN ADAPTIVE KALMAN FILTER
    Gabrea, Marcel
    2012 25TH IEEE CANADIAN CONFERENCE ON ELECTRICAL & COMPUTER ENGINEERING (CCECE), 2012,
  • [8] Ambient noise canceller in pulmonary sound using WHT transform domain adaptive filter
    Liao, WS
    Lin, BS
    Lin, BS
    Wu, HD
    Chong, FC
    SECOND JOINT EMBS-BMES CONFERENCE 2002, VOLS 1-3, CONFERENCE PROCEEDINGS: BIOENGINEERING - INTEGRATIVE METHODOLOGIES, NEW TECHNOLOGIES, 2002, : 86 - 87
  • [9] Speech Processing for Makhraj Recognition The Design of Adaptive Filter for Noise Canceller
    Arshad, N. W.
    Aziz, S. N. Abdul
    Naim, F.
    Karim, R. Abdul
    Hamid, R.
    Zakaria, N. F.
    2011 7TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY IN ASIA (CITA 11), 2011,
  • [10] Noise cancellation using the interaction of the adaptive signal enhancer and noise canceller
    Soleit, EA
    DEVELOPMENT AND APPLICATION OF COMPUTER TECHNIQUES TO ENVIRONMENTAL STUDIES, 1998, 2 : 99 - 106