A novel low-complexity digital filter design for wearable ECG devices

被引:14
|
作者
Asgari, Shadnaz [1 ,2 ]
Mehrnia, Alireza [3 ]
机构
[1] Calif State Univ Long Beach, Dept Biomed Engn, Long Beach, CA 90840 USA
[2] Calif State Univ Long Beach, Dept Comp Sci & Comp Engn, Long Beach, CA 90840 USA
[3] Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90024 USA
来源
PLOS ONE | 2017年 / 12卷 / 04期
关键词
FIR FILTER; DISEASE;
D O I
10.1371/journal.pone.0175139
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Wearable and implantable Electrocardiograph (ECG) devices are becoming prevailing tools for continuous real-time personal health monitoring. The ECG signal can be contaminated by various types of noise and artifacts (e.g., powerline interference, baseline wandering) that must be removed or suppressed for accurate ECG signal processing. Limited device size, power consumption and cost are critical issues that need to be carefully considered when designing any portable health monitoring device, including a battery-powered ECG device. This work presents a novel low-complexity noise suppression reconfigurable finite impulse response (FIR) filter structure for wearable ECG and heart monitoring devices. The design relies on a recently introduced optimally-factored FIR filter method. The new filter structure and several of its useful features are presented in detail. We also studied the hardware complexity of the proposed structure and compared it with the state-of-the-art. The results showed that the new ECG filter has a lower hardware complexity relative to the state-of-the-art ECG filters.
引用
收藏
页数:19
相关论文
共 50 条
  • [1] A low power linear phase digital FIR filter for wearable ECG devices
    Lian, Yong
    Yu, Jianghong
    2005 27TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7, 2005, : 7357 - 7360
  • [2] A LOW-COMPLEXITY MULTIPLIERLESS HALF-BAND RECURSIVE DIGITAL-FILTER DESIGN
    SAMUELI, H
    IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1989, 37 (03): : 442 - 444
  • [3] Design of Reconfigurable Digital IF Filter With Low Complexity
    Park, Hyobeen
    Yu, Myoungseok
    Jung, Yunho
    Lee, Seongjoo
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2019, 66 (02) : 217 - 221
  • [4] Low-Complexity Digital Channelizer Design for Software Defined Radio
    Hao, Jinguang
    Wang, Gang
    Wang, Honggang
    Wang, Lili
    Liu, Xuefeng
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2024, E107A (01) : 134 - 140
  • [5] A Low-Complexity R-peak Detection Algorithm with Adaptive Thresholding for Wearable Devices
    Rodrigues, Tiago
    Samoutphonh, Sirisack
    Silva, Hugo
    Fred, Ana
    2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2021, : 9967 - 9974
  • [6] Reconfigurable and Low Complexity Variable Digital Filter Design
    Prasad, K. Kowsick
    Annadurai, C.
    2014 INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND SIGNAL PROCESSING (ICCSP), 2014,
  • [7] Sparse Filter Design Under a Quadratic Constraint: Low-Complexity Algorithms
    Wei, Dennis
    Sestok, Charles K.
    Oppenheim, Alan V.
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2013, 61 (04) : 857 - 870
  • [8] Low-complexity technique to get arbitrary variation in the bandwidth of a digital FIR filter
    Haridas, Nisha
    Elias, Elizabeth
    IET SIGNAL PROCESSING, 2017, 11 (04) : 372 - 377
  • [9] Low-Complexity Chromatic Dispersion Equalization FIR Digital Filter for Coherent Receiver
    Wu, Zicheng
    Li, Sida
    Huang, Zhiping
    Shen, Fangqi
    Zhao, Yongjie
    PHOTONICS, 2022, 9 (04)
  • [10] A novel, low-complexity method for intracardiac signal compression in implantable devices
    Molina, A
    Urbaszek, A
    Huber, J
    Schaldach, M
    PROCEEDINGS OF THE 19TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL 19, PTS 1-6: MAGNIFICENT MILESTONES AND EMERGING OPPORTUNITIES IN MEDICAL ENGINEERING, 1997, 19 : 95 - 96