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研究生: 林志豐
Chih-Fong Lin
論文名稱: 智慧型生理監控與回饋系統在駕駛安全上的應用
Intelligent Physiological Monitoring and Feedback System for Driver Safety
指導教授: 林淵翔
Yuan-Hsiang Lin
口試委員: 陳益祥
Yi‐Hsiang Chen
周迺寬
Nai-Kuan Chou
陳省隆
Hsing-Lung Chen
吳晉賢
Chin-Hsien Wu
學位類別: 碩士
Master
系所名稱: 電資學院 - 電子工程系
Department of Electronic and Computer Engineering
論文出版年: 2011
畢業學年度: 99
語文別: 中文
論文頁數: 55
中文關鍵詞: 生理監視系統PSoC可程式化系統單晶片智慧型手機PPG穿戴式感測器
外文關鍵詞: Physiological monitoring system, PSoC, smartphone, PPG, wearable sensor
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  • 在駕駛的過程中,突發性的疾病時常導致交通意外。在此研究中,我們設計一套以可程式化系統單晶片(Programmable System on Chip,PSoC)為主的穿戴式感測器,可量測駕駛者耳垂的光體積變化描述波形(Photoplethysmogram,PPG)信號,並透過藍牙傳輸至智慧型手機。在智慧型手機上,開發一套心率偵測演算法,當偵測到異常的生理信號時,藉由手機的振動或是音效功能提醒駕駛者,同時透過手機的行動網路將手機GPS座標和異常生理信號值傳送至遠端伺服器(監控中心),讓醫護監控人員能夠監控駕駛者,並瞭解駕駛者最新的駕駛狀態。此外,為了減少移動雜訊所帶來的干擾,我們將PPG感測器的LED和光接收器置於磁環內,藉由穿透式的感測方式來量測耳垂的PPG信號。實驗結果顯示,在幾種駕駛的行為情境下,同時利用本裝置量到的PPG信號和ECG信號比較,所偵測到的心跳數差異為0,其表示此新型的PPG感測器在駕駛的行為情境下,可避免掉移動雜訊所帶來的干擾,並增加其心率偵測之準確性。


    In the course of driving, sudden disease outbreak often cause traffic accidents. In this study, we designed a wearable photoplethysmography sensor module based on a Programmable System on Chip (PSoC). It transmits photoplethysmogram (PPG) signal to a smartphone via Bluetooth. On the smartphone, a heart rate (HR) detection algorithm is implemented. When the abnormal HR is detected, the smartphone will use the sound and vibration to warn the driver. At the same time, physiological data and GPS location are also be transmitted to the remote server (monitoring center) via the mobile network, so that the staff on the center can monitor the newest information and understand the driver’s driving status. In order to reduce motion artifact, LED and silicon photodiode are put into the separate magnetic ring and use the transmission method to measure PPG signal on earlobe. The results show the difference in heart beats between the ECG method and our method is 0 in all driving behaviors test. It shows this new PPG sensor can prevent motion artifact effectively and increase accuracy of heart rate detection in driver’s physiological monitoring.

    中文摘要 I Abstract II 誌謝 III 目錄 IV 表目錄索引 VI 圖目錄索引 VII 第一章、緒論 1 1.1動機與目的 1 1.2文獻回顧 1 1.3論文架構 5 第二章、研究背景 6 2.1 PPG信號 6 2.1.1 PPG量測原理 6 2.1.2 PPG量測方式 7 2.1.3 PPG相關生理參數 8 2.1.4移動雜訊 9 2.2 PSoC 系統單晶片 9 2.2.1 PSoC簡介 10 2.2.2 PSoC開發軟體介紹 11 2.3無線傳輸技術 11 2.3.1藍牙模組 12 2.4行動通訊網路 13 2.5智慧型手機 13 2.5.1 手機開發軟體簡介 15 2.5.2 Microsoft Visual Studio 2008 C# .NET軟體介紹 15 第三章、研究方法 16 3.1 系統架構 16 3.2 感測模組 17 3.2.1 PPG感測電路 18 3.2.2 PSoC系統單晶片 18 3.3智慧型手機平台 20 3.3.1手機藍牙接收 20 3.3.2即時資料處理 21 3.3.3即時回饋和設定 24 3.4心率偵測方法 26 3.4.1數位信號處理 26 3.4.2波峰偵測 27 3.4.3動態臨界值調整及預測波峰範圍 28 3.5遠端伺服器 30 第四章、實驗設計與結果 32 4.1 心率準確度評估 32 4.1.1人為因素實驗 34 4.1.2人為因素實驗結果 34 4.1.3路況因素實驗 42 4.1.4路況因素實驗結果 45 4.1.5長時間駕駛實驗 48 4.1.6長時間駕駛實驗結果 48 4.2 系統適用性評估 48 4.2.1問卷調查 49 4.2.2藍牙傳輸測試 49 4.2.3行動無線網路傳輸測試 50 4.2.4感測模組功耗 50 4.2.5智慧型手機使用時間 50 4.2.6生理信號記錄 51 第五章、結論與未來展望 52 參考文獻 54

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