English  |  正體中文  |  简体中文  |  全文筆數/總筆數 : 18278/19583 (93%)
造訪人次 : 914536      線上人數 : 1372
RC Version 7.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.
搜尋範圍 查詢小技巧:
  • 您可在西文檢索詞彙前後加上"雙引號",以獲取較精準的檢索結果
  • 若欲以作者姓名搜尋,建議至進階搜尋限定作者欄位,可獲得較完整資料
  • 進階搜尋
    請使用永久網址來引用或連結此文件: http://nhuir.nhu.edu.tw/handle/987654321/28417


    題名: 無失真資料壓縮和基線漂移消除演算法應用於生醫訊號擷取系統平台
    其他題名: Lossless Data Compression and Baseline Wandering Cancellation Algorithms Applied to a Biomedical Signal Acquisition System Platform
    作者: 張宴卿
    CHANG, YEN-CHING
    貢獻者: 科技學院永續綠色科技碩士學位學程
    賴信志
    LAI, SHIN-CHI
    關鍵詞: 無失真壓縮;生醫訊號;基線飄移消除;心電圖;肌電圖
    Lossless Data Compression;Biomedical signal;Baseline Wondering Cancellation (BWC);ECG;EMG
    日期: 2020
    上傳時間: 2022-05-23 15:40:15 (UTC+8)
    摘要:   本論文提出了ECG和EMG擷取系統的雛型設計搭配低複雜度演算法,演算法設計上提出無失真資料壓縮(LDC)、資料傳輸編碼(DTE)和移動平均濾波(MAF)。對於MIT-BIH心律不整資料庫的48種測試樣本中,兩種編碼方式的資料壓縮率(CR)平均分別可達到2.72及2.84。此外,提出的基線飄移消除(BWC)演算法大大節省了97.7%的加法次數,在相同的條件下,測試BW檔案(Bw1)的倍數為0.5時,ECG和EMG訊號的SNR的誤差分別為-0.0279 dB和0.0135 dB。硬體設計方面,將前端電路、微控制器和藍牙4.0(BT4.0)製成電路板(PCB),其中儀表放大器(IA)的共模抑制比(CMRR)為100 dB,並且帶通和帶斥濾波器的頻帶分別設置為0.1Hz-1kHz和60Hz。整體而言,本論文提出的設計有低複雜度的演算法及低功耗BT4.0,因此電池壽命可達到41.6小時。
      This work presents a prototype design for ECG and EMG acquisition system with some useful and low-complexity algorithms. For algorithm designs, the proposed device can support a lossless data compression (LDC), a data transmission encoding (DTE), and a moving avenged filtering (MAF). The data compression ratio (CR) of two methods for encoding can achieve to 2.72 and 2.84, respectively for all 48 test patterns of MIT-BIH arrhythmia database. In addition, the proposed baseline wondering cancellation (BWC) algorithm greatly saves 97.7% the total number of additions, and the errors in SNR of ECG and EMG signals are, respectively, -0.0279 dB and 0.0135 dB under the same condition of the test BW file (Bw1) with a multiple number of 0.5.For the hardware design, a front-end circuit, a microcontroller and a Bluetooth 4.0 (BT4.0) are fabricated into a printed circuit board (PCB) where the Common Mode Rejection Ratio (CMRR) of instrumentation amplifier (IA) is 100 dB, and the frequency bands of band-pass and band-stop filters are, respectively, set to 0.1Hz-1kHz and 60Hz. Overall, the proposed design had low-complexity algorithms and adopted low-power-consumption BT4.0 so that the battery life be achieved to 41.6 hours.
    顯示於類別:[永續綠色科技碩士學位學程] 博碩士論文

    文件中的檔案:

    檔案 描述 大小格式瀏覽次數
    108NHU00159024.pdf3731KbAdobe PDF1檢視/開啟
    index.html0KbHTML898檢視/開啟


    在NHUIR中所有的資料項目都受到原著作權保護.

    TAIR相關文章

    DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library IR team Copyright ©   - 回饋