Acta Physica Sinica, Volume. 69, Issue 14, 148701-1(2020)

Blood pressure estimation based on heart sound signals

Xie-Feng Cheng1, Shi-Cheng Dai1、*, and Peng-Jun Zhao2
Author Affiliations
  • 1College of Electronic and Optical Engineering, Nanjing University of Posts and Telecommunications, Nanjing 210023, China
  • 2Pediatric Cardiology, Xin Hua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200092, China
  • show less
    Figures & Tables(13)
    Heart sound signal acquisition position and acquisition device: (a) Heart auscultation area location; (b) shoulder-mounted wireless heart sound acquisition device of Ω shape.
    Calibration effect diagram of the first heart sound and the second heart sound: (a) Envelope; (b) peak location.
    Heart sound signal, pulse wave signal, and ECG signal time diagram: (a) Heart sound signal; (b) pulse wave signal; (c) ECG signal.
    Fitting results of HSTT (mean) and blood pressure (mean): (a) Stationary state; (b) exercise state; (c) recovery state after exercise.
    Fitting results of K (mean) and blood pressure (mean): (a) Stationary state; (b) exercise state; (c) recovery state after exercise
    Comparison of measured blood pressure (mean) and evaluation (mean) of blood pressure in the test subjects of the 5th group: (a) Stationary state; (b) exercise state; (c) recovery state after exercise
    Comparison of measured blood pressure (mean) and evaluation values (mean) of 35 subjects: (a) Pearson correlation coefficient CC; (b) mean absolute error MAE; (c) mean error ME; (d) standard deviation SD.
    • Table 1. [in Chinese]

      View table
      View in Article

      Table 1. [in Chinese]

      信号类型时间/ms
      第二心音 峰值点 2059761722248132333956469754466184
      脉搏波 峰值点 2099821727248632383960470454546189
    • Table 2. [in Chinese]

      View table
      View in Article

      Table 2. [in Chinese]

      状态SBPDBP均值
      静止0.8470.7740.801
      运动0.8260.753
      运动后恢复0.8390.768
    • Table 3. [in Chinese]

      View table
      View in Article

      Table 3. [in Chinese]

      状态SBPDBP均值
      静止0.8240.7030.765
      运动0.8180.724
      运动后恢复0.8060.718
    • Table 4. [in Chinese]

      View table
      View in Article

      Table 4. [in Chinese]

      测试者状态HSTT/msK计算 ${\rm{SBP}}$/mmHg 实测 ${\rm{SBP}}$/mmHg 计算 ${\rm{DBP}}$/mmHg 实测 ${\rm{DBP}}$/mmHg
      静止277.93.31120.28122.671.8671.2
      运动246.74.19139.00140.284.3483.0
      运动后恢复264.33.72128.43128.877.2975.8
    • Table 5. [in Chinese]

      View table
      View in Article

      Table 5. [in Chinese]

      参数最大值最小值平均值
      ${{\rm{CC}}_{\rm{SBP}}}$0.9230.5420.781
      ${{\rm{CC}}_{\rm{DBP}}}$0.8910.5150.748
      ${{\rm{MAE}}_{\rm{SBP}}}$/mmHg 6.2451.0542.712
      ${{\rm{MAE}}_{\rm{DBP}}}$/mmHg 5.9681.6283.264
      ${{\rm{ME}}_{\rm{SBP}}}$/mmHg 1.091–1.331–0.401
      ${{\rm{ME}}_{\rm{DBP}}}$/mmHg 0.526–1.254–0.812
      ${{\rm{SD}}_{\rm{SBP}}}$/mmHg 8.5342.7233.584
      ${{\rm{SD}}_{\rm{DBP}}}$/mmHg 6.2342.1324.053
    • Table 6. [in Chinese]

      View table
      View in Article

      Table 6. [in Chinese]

      测试者状态${\rm{HSTT}}$/ms K计算SBP/mmHg实测SBP/mmHg计算DBP/mmHg实测DBP/mmHg
      健康279.43.38122.46121.6373.1672.02
      高血压患者267.84.52151.94148.5884.3481.17
    Tools

    Get Citation

    Copy Citation Text

    Xie-Feng Cheng, Shi-Cheng Dai, Peng-Jun Zhao. Blood pressure estimation based on heart sound signals[J]. Acta Physica Sinica, 2020, 69(14): 148701-1

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Feb. 20, 2020

    Accepted: --

    Published Online: Dec. 28, 2020

    The Author Email:

    DOI:10.7498/aps.69.20200254

    Topics