Respiratory pattern detection using photoplethysmographic signal:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Paderborn
EMT
1998
|
| Series: | Messtechnische Berichte
Bd. 15 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Zugl.: Paderborn, Univ., Diss., 1998 |
| Physical Description: | II, 121 S. Ill., graph. Darst. : 21 cm |
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Record in the Search Index
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| adam_text | Titel: Respiratory pattern detection using photoplethysmographic signal
Autor: Zhang, Wei
Jahr: 1998
J.
Table of Contents
Chapter 1 Introduction 1
1.1 Aim of Study and Outline of Dissertation 2
1.2 Methods of Respiration Measurement 3
1.2.1 Impedance Pneumography 4
1.2.2 Inductive Plethysmography 5
1.2.3 Thermistor Method 7
1.2.4 Other Methods 8
Chapter 2 Related Physiological Basis 11
2.1 Blood Volume Pulse 11
2.2 Respiratory Fluctuations in Arterial Blood Pressure 15
2.3 Respiratory Sinus Arrhythmia 17
Chapter 3 Photoplethysmography 19
3.1 Measuring Principle 21
3.1.1 Light Extinction by the Hemoglobin 21
3.1.2 Measurement of Blood Volume Pulse 22
3.1.3 Pulse Oximetry 24
3.1.4 Photoplethysmographic Breath Detection 26
3.2 Development of a Photoplethysmograph 28
Chapter 4 Respiration Measurement Using PPG 31
4.1 Respiration Extraction with a Bandpass Filter 31
4.1.1 Results from Adults 31
4.1.2 Results from Children 35
4.2 Modeling toward Airflow Signal 38
4.2.1 Modeling Method 38
4.2.2 Simulation 41
Chapter 5 Time-Frequency Distribution 47
5.1 Definition of the Wigner Distribution 49
5.2 Properties of the Wigner Distribution 51
5.3 Band-Limited Signal 53
5.4 Optimization of the WD 55
5.4.1 Frequency Smoothing Using a Time Window 56
5.4.2 Smoothing in the Time Domain 59
5.4.3 Window Functions h(k) and g(p) 59
5.4.4 Computational Formula of the SPWD 61
5.5 Examples 63
5.5.1 Comparison between the SPWD and the Spectrogram 63
5.5.2 Cross-Terms in the SPWD 66
5.5.3 Effect of Signal Pause on the SPWD 71
Chapter 6 Heart Rate Analysis toward Respiration 75
6.1 Determination of Instantaneous Heart Rate 75
6.1.1 Peak Detection Algorithm 77
6.1.2 Polynomial Approximation 79
6.1.3 Accuracy Assessment 81
6.2 Heart Rate Analysis Using the SPWD 84
6.2.1 Data Acquisition 84
6.2.2 Window Parameter Setting 85
6.2.3 Signal Preprocessing 88
6.3 Results 89
6.3.1 Results from Adults 89
6.3.2 Results from Children 95
Chapter 7 Summarization 99
References 103
Appendix 3
Al Theoretical Formula of Oxygen Saturation 113
A2 Clinical Data for Apnea Identification 115
A3 Determination of Frequency Response Function 116
A4 Number of Frequency Supporting Points 119
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| indexdate | 2024-07-09T18:38:21Z |
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| spelling | Zhang, Wei Verfasser aut Respiratory pattern detection using photoplethysmographic signal Wei Zhang. Elektrische Meßtechnik, Universität Paderborn - Gesamthochschule Paderborn EMT 1998 II, 121 S. Ill., graph. Darst. : 21 cm txt rdacontent n rdamedia nc rdacarrier Messtechnische Berichte Bd. 15 Zugl.: Paderborn, Univ., Diss., 1998 Monitoring (DE-588)4209015-5 gnd rswk-swf Atmungsinsuffizienz (DE-588)4003405-7 gnd rswk-swf Photoplethysmographie (DE-588)4407064-0 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Atmungsinsuffizienz (DE-588)4003405-7 s Monitoring (DE-588)4209015-5 s Photoplethysmographie (DE-588)4407064-0 s DE-604 Messtechnische Berichte Bd. 15 (DE-604)BV008336144 15 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008895003&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Zhang, Wei Respiratory pattern detection using photoplethysmographic signal Messtechnische Berichte Monitoring (DE-588)4209015-5 gnd Atmungsinsuffizienz (DE-588)4003405-7 gnd Photoplethysmographie (DE-588)4407064-0 gnd |
| subject_GND | (DE-588)4209015-5 (DE-588)4003405-7 (DE-588)4407064-0 (DE-588)4113937-9 |
| title | Respiratory pattern detection using photoplethysmographic signal |
| title_auth | Respiratory pattern detection using photoplethysmographic signal |
| title_exact_search | Respiratory pattern detection using photoplethysmographic signal |
| title_full | Respiratory pattern detection using photoplethysmographic signal Wei Zhang. Elektrische Meßtechnik, Universität Paderborn - Gesamthochschule |
| title_fullStr | Respiratory pattern detection using photoplethysmographic signal Wei Zhang. Elektrische Meßtechnik, Universität Paderborn - Gesamthochschule |
| title_full_unstemmed | Respiratory pattern detection using photoplethysmographic signal Wei Zhang. Elektrische Meßtechnik, Universität Paderborn - Gesamthochschule |
| title_short | Respiratory pattern detection using photoplethysmographic signal |
| title_sort | respiratory pattern detection using photoplethysmographic signal |
| topic | Monitoring (DE-588)4209015-5 gnd Atmungsinsuffizienz (DE-588)4003405-7 gnd Photoplethysmographie (DE-588)4407064-0 gnd |
| topic_facet | Monitoring Atmungsinsuffizienz Photoplethysmographie Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008895003&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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