Power Line Interference Tracking in ECG Signal using State Space RLS

被引：0
|
作者：
Butt, Maryam [1 ]
Razzaq, Nauman [1 ]
Sadiq, Ismail [1 ]
Salman, Muhammad [1 ]
Zaidi, Tahir [1 ]
机构：
[1] Natl Univ Sci & Technol, Coll Elect & Mech Engn, Rawalpindi, Pakistan
来源：
PROCEEDINGS OF THE 2013 IEEE 8TH CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA) | 2013年
关键词：
ECG; PLI; SSRLS; adaptive noise cancellation;
D O I：
暂无
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：
In this paper, we present an adaptive approach to Power Line Interference (PLI) tracking and elimination from ECG signal using State Space Recursive Least Squares (SSRLS) algorithm. The key benefit is that a separate reference power line signal is not required to track PLI signal having unknown frequency. Based on sinusoidal state-spaced model, SSRLS tracks the PLI using frequency estimate provided by a separate frequency estimator. SSRLS then locks on to the phase and amplitude of PLI for its subsequent elimination from ECG signal. Computer simulations carried out on simulated ECG signal demonstrate usefulness of the idea presented.
引用
收藏
页码：211 / 215
页数：5
相关论文
共 50 条
  • [1] Elimination of power line interference in ECG signal using inverse loop
    Adli
    Yamamoto, Y
    Nakamura, T
    PROCEEDINGS OF THE 20TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL 20, PTS 1-6: BIOMEDICAL ENGINEERING TOWARDS THE YEAR 2000 AND BEYOND, 1998, 20 : 3313 - 3314
  • [2] Power Line Interference Suppression for ECG Signal Recovery
    Peng, Xiaohua
    Liu, Hongqing
    Xu, Xin
    Zhou, Yi
    10TH EAI INTERNATIONAL CONFERENCE ON MOBILE MULTIMEDIA COMMUNICATIONS (MOBIMEDIA 2017), 2017, : 211 - 217
  • [3] Removing The Power Line Interference from Ecg Signal using Adaptive Filters
    Sushmitha, M.
    Balaji, T.
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2014, 14 (11): : 76 - 79
  • [4] An Intelligent Adaptive Filter for Fast Tracking and Elimination of Power Line Interference from ECG Signal
    Razzaq, Nauman
    Butt, Maryam
    Salman, Muhammad
    Ali, Rahat
    Sadiq, Ismail
    Munawar, Khalid
    Zaidi, Tahir
    2013 IEEE 26TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS), 2013, : 251 - 256
  • [5] Power Line Interference Removal from ECG Signal using SSRLS Algorithm
    Butt, Maryam
    Razzaq, Nauman
    Sadiq, Ismail
    Salman, Muhammad
    Zaidi, Tahir
    2013 IEEE 9TH INTERNATIONAL COLLOQUIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS (CSPA), 2013, : 95 - 98
  • [6] REMOVING POWER LINE INTERFERENCE AND ECG SIGNAL FROM EMG SIGNAL USING MATCHING PURSUIT
    Akbary, Parisa
    Rabbani, Hossein
    2010 IEEE 10TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS (ICSP2010), VOLS I-III, 2010, : 1714 - 1717
  • [7] A Power Line Interference Canceler using Wavelet Transform and Adaptive Filter for ECG Signal
    Belgurzi, Salem
    Nouh, Adrian
    Elshafiey, Ibrahim
    2017 INTERNATIONAL CONFERENCE ON COMPUTER AND APPLICATIONS (ICCA), 2017, : 206 - 210
  • [8] Power-line interference detection and suppression in ECG signal processing
    Lin, Yue-Der
    Hu, Yu Hen
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2008, 55 (01) : 354 - 357
  • [9] Performance Comparison of Adaptive Power Line Interference Cancellers for ECG Signal
    Tahir, Suleman
    Razzaq, Nauman
    Zeb, Ayesha
    Raja, Muneeb Masood
    2019 INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION IN INDUSTRY (ICRAI), 2019,
  • [10] Removing Power Line Interference from ECG Signal Using Adaptive Filter and Notch Filter
    Biswas, Uzzal
    Maniruzzaman, Md.
    2014 1ST INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATION & COMMUNICATION TECHNOLOGY (ICEEICT 2014), 2014,
12345