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A New Compression Method for PPG Signal

  • 간행물
    한국차세대컴퓨팅학회 학술대회 바로가기
  • 권호(발행년)
    The 7th International Conference on Next Generation Computing 2021 (2021.11) 바로가기
  • 페이지
    pp.380-382
  • 저자
    Ngoc Thang Bui, Gyung-Su Byun
  • 언어
    영어(ENG)
  • URL
    https://www.earticle.net/Article/A448105

원문정보

초록

영어
This paper presents a new method applied to photoplethysmography (PPG) signal with compression technique that is effectively applied to wearable devices. This data compression technique is especially effective for applications mainly focused on the user's heart rate. We applied this compression technique to PPG signals with sampling frequencies of 125 Hz (BIDMC Physionet). This method has the highest compression ratio (CR) as 77.8. Besides, the new method applies effectively to heart rate estimation without requiring complicated calculations. The proposed method can be applied to real-time system with PPG signal measurement with low-speed microcontroller unit (MCU).

목차

Abstract
I. INTRODUCTION
II. METHOD
A. PPG waveform
B. Proposed compression method
III. TESTING AND RESULTS
A. Evaluate the compression method with Physionet Database
B. Evaluate the performance of signal compression with a real-time system
IV. CONCLUSIONS
REFERENCES

저자

  • Ngoc Thang Bui [ Dept. of Information and Communication Inha University ]
  • Gyung-Su Byun [ Dept. of Information and Communication Inha University ]

참고문헌

자료제공 : 네이버학술정보

    간행물 정보

    • 간행물
      한국차세대컴퓨팅학회 학술대회
    • 간기
      반년간
    • 수록기간
      2021~2025
    • 십진분류
      KDC 566 DDC 004