Biomedical signal analysis for connected healthcare[electronic resource]

• 作者: Krishnan, Sridhar,
• 出版: London : Academic Press 2021.
• 稽核項: 1 online resource.
• 標題: Medical informatics. , Electronic books. , Signal processing. , Medical Informatics , Biomedical engineering.
• ISBN: 0128130865 , 9780128130865
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• 附註: Includes index. Front Cover -- Biomedical Signal Analysis for Connected Healthcare -- Biomedical Signal Analysis for Connected Healthcare -- Copyright -- Dedication -- Contents -- About the author -- Preface -- 1 -- Opportunities for connected healthcare -- 1. Introduction -- 2. Internet of things -- 2.1 Hardware -- 2.2 Software -- 3. Internet of medical things -- 3.1 Remote health monitoring -- 3.2 Smartphone application -- 4. Wearables for health monitoring -- 5. Biomedical signals -- 5.1 ECG signal -- 5.2 EEG signal -- 5.3 EMG signal -- 5.4 PPG signal -- 5.5 Speech signal 6. Objectives and organization of the book -- References -- 2 -- Wearables design -- 1. Introduction -- 2. Wearables survey -- 2.1 EEG-based wearable devices -- 2.1.1 About EEG signals: properties and acquisition -- 2.1.2 Existing technology, drawbacks, and opportunities -- 2.1.3 Comparison with clinical EEG data -- 2.2 EMG-based wearable devices -- 2.2.1 About EMG signals: properties and acquisition -- 2.2.2 Existing technology, drawbacks, and opportunities -- 2.2.3 Comparison with clinical EMG data -- 2.3 ECG-based wearable devices -- 2.3.1 About ECG signals: properties and acquisition 2.3.2 Existing technology, drawbacks, and opportunities -- 2.3.3 Comparison with clinical ECG data -- 2.4 Other electronic wearables -- 2.4.1 Photoplethysmogram -- 2.4.2 Auscultation of body sounds -- 2.4.3 Motion and gait analysis -- 3. Wearables design considerations -- 3.1 Signal factors -- 3.2 Human factors -- 3.3 Environmental factors -- 3.4 Medical factors -- 3.5 Economic factors -- 3.6 Other critical factors -- 4. Open hardware design considerations -- 4.1 Allocation of hardware design -- 4.2 Hardware requirements and methods -- 4.2.1 PPG sensor description and bioinstrumentation 4.2.2 EMG sensor requirements and description -- 4.2.3 ECG sensor requirements and description -- 4.2.4 Microphone requirements and description -- 4.2.5 Motion analysis IMU requirements and description -- 4.2.6 Perspectives on wearables hardware design -- 5. Textile wearables -- 6. Contactless monitoring -- 7. Discussions -- References -- 3 -- Biomedical signals and systems -- 1. Introduction -- 2. Analog to digital conversion -- 2.1 Sampling -- 2.2 Quantization -- 2.2.1 Noise power -- 2.2.2 Signal power: Vp2 -- 3. Linear systems theory -- 3.1 Stability and causality -- 3.2 Frequency response 4. Digital filters design -- 4.1 Design of FIR filters -- 4.2 Design of IIR filters -- 4.2.1 Method 1: Pole-zero placement method of IIR filter design -- 4.2.2 Method 2: Impulse-invariant method of IIR filter design -- 4.2.3 Method 3: Bilinear z-transform method of IIR filter design -- 4.2.3.1 BZT method for LPF design -- 4.2.3.2 BZT method for HPF design -- 4.3 Phase response considerations -- 4.4 Homomorphic filtering -- 5. Digital filter realization -- 5.1 FIR filter realization -- 5.2 IIR filter realization -- 6. Applications -- 6.1 Application 1: Noise filtering techniques
• 電子資源: https://dbs.tnua.edu.tw/login?url=https://www.sciencedirect.com/science/book/9780128130865
• 系統號: 005324248
• 資料類型: 電子書
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• 引用網址: 複製連結
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