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Development of Heamodynamic
Monitoring System Using
Photoplethysmography
Prepared by Abhijith Prabha, L8A, ECE Dept.
Sree Narayana Gurukulam College of engineering, Kadayiruppu.
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 2
heamodynamic
SpO2
Pulse Oximeter
Photoplethysmography
TERMINOLOGY
OBJECTIVE
Pulse
Oximeter
Blood
Pressure
Novel
device
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 3
Pulse Oximeter is a device widely used equipment in the hospitals. By
introducing a new technology to measure Blood Pressure to pulse
Oximeter, a new novel device can be developed with more functionality
and better user interface. Through this paper is actually try to illustrate
how this can be done.
Overview
• Heamodynamic monitoring is one of the vital requirement in bio-
medical field.
• Basically it is the measurement of following cardiovascular
parameters;
⮚Blood pressure (BP)
⮚Pulse rate (PR)
⮚Blood oxygen saturation (spO2).
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 4
Applications of heamodynamic monitoring
Intensive care units
Postanesthesia care units
Ambulances
Endoscopy suites
Cardiac catheterization laboratories
Sleep laboratories
Endoscopy suites
and so on…
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 5
Available devices*
DEVICES BP SPO2 PR MAJOR LIMITATIONS
Infinity® Delta yes yes yes Discontinuity in readings.
CNAP™ monitor yes no yes Uncomfortable attachments to body.
CMS 50 DL no yes yes No graphical display.
CMS 50 D PLUS no yes yes Not suitable for laboratory use.
Infinity® HemoMed™ Pod yes No no Invasive method
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 6
* Draeger Medical Systems, Inc., MedicalTestSupply.com
Introduction of proposed method
• Main objective : To overcome the limitations of conventional
methods.
• It utilises the principle of photoplethysmography
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 7
Features of this system:
⮚Non-invasive, Continuous and viable for long term use
⮚Precise and graphical display availability
⮚Provision for storage of readings
⮚Comfortable for user (unlike sphygmomanometer).
⮚Suitable for domestic, hospitals and laboratories
⮚Alarm facility
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 8
Features of this method
• No hazards to user
• Less interference with other equipment (unlike MRI).
• Low levels of energy is applying to subject (unlike defibrillator) .
• Implemented as portable equipment (similar to ECG).
• Indication for proper working of sensor.
• Leads can be attached to finger tip, toes, ear lobes, lips etc.
• Indication of health conditions from heamodynamic parameters
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 9
What is photoplethysmography (PPG)?
• Photoplethysmography is the volumetric measurement of blood flow
• It is an optical and non invasive method.
• Using a light source and a photo detector the electric signal equivalent
of blood flow is obtained
• Two types of PPG are;
A. reflectance PPG
B. transmittance PPG
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 10
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 11
Body parts where PPG
signal can be obtained
?
For adults: the
finger tip, toe,
pinna (top),lips or
lobe of the ear
For infants: the
foot, palm of the
hand, toe or thumb
Measurement of spO2
It is the measure of percentage value of Oxygen in blood.
Normal value of spO2 is 90-100%.
Haemoglobin: the protein in blood for O2 transport.
Oxyhaemoglobin: haemoglobin bounded with oxygen
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 12
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 13
• Oxyhaemoglobin absorbs RED light (850-1000 nm) light and IR (600-
750 nm) light more.
• There by using 2 LEDs and photo detectors spO2 in blood can be
measured.
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 14
Let the output of
photo detectors
corresponding to
the LEDs Red and
Infra-Red are R
and IR
Then spO2 can
be derived
from the ratio
R/IR.
This is ratio is
compared with
calibrated
‘look-up’ table
the, % value of
spO2 can be
determined.
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 15
spO2 (%) Condition
>=94 Adequate level
90-94 Moderate level
90-75 Inadequate but allowed for a short
period
<75 Tissue hypoxia and cardiac
dysrhythmia are expected
Table: health condition at different spO2 readings
Measurement of Pulse Rate
• Pulse rate or heart rate is the number of contractions or relaxation of
heart per minute.
• Normal value is 72 bpm.
• It is measured by counting the number of peaks of PPG signal for 10
seconds and multiply it with 6.
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 16
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 17
Heart rate Condition
<60 Bradycardia
60-100 Normal
>100 Tachycardia
Table: health condition at different PR readings
• Therefore PR value of subject updates automatically
in every 10 sec.
Measurement of Blood Pressure
• Arterial blood pressure is the force exerted by the blood on the wall of
a blood vessel as the heart pumps (contracts) and relaxes.
• Systolic and diastolic blood pressures.
• The conventional methods for BP measurements are;
i. Electronic Palpation method
ii. Volume Oscillometric (VO) method
iii. Volume Compensation (VC) method.
iv. Arterial Tonometry method etc.
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 18
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 19
The limitations of currently existing methods are;
• Some of them are invasive methods
• high risks of embolism, arrhythmia, heart attack in malfunction.
• Discontinuous measurements
• May cause damage to muscles and arteries.
• Cuff should detach and re-attach periodically.
Using PPG technology most of these limitations can
be resolved.
Calibration process
• Challenge in design
• Two types calibration procedure :vertical and horizontal calibration.
• According to [1]a combination of vertical and horizontal calibration is
adapted in this system.
• Horizontal calibration: it is perform operation on independent axis of
PPG signal (time).
• Vertical calibration: PPG pulse height is considered.
• The PPG signal has a rising portion (AP) and falling portion (CP).
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 20
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 21
Fig: PPG signal showing AP and CP, with time instances T1,
T2 and T3.
The time taken from T1 to T2 is called
Anacrotic phase (AP), corresponds to
systolic blood pressure.
The time taken from T2 to T3 is called
catacrotic phase (CP), corresponds to
diastolic blood pressure.
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 22
Along with measuring of the maximum and
minimum ac voltage of PPG signal, AP and CP values
are also measured.
[2] By comparing this values with predetermined
look-up table corresponding Blood Pressure can be
determined.
By the combination of vertical and horizontal
calibration greater accuracy can be obtained.
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 23
SBP DBP CONDITION
<100 <65 HYPOTENSION
100-120 65-80 NORMAL
120-139 80-89 PREHYPERTENSION
140-159 90-99 HYPERTENSION
STAGE 1
160-200 100-110 HYPERTENSION
STAGE 2
>200 >110 HYPERTENSIVE CRISIS
Table: health conditions at different blood pressures
miscellaneous
• Warning facility
• To notify any of the parameter has crossed threshold.
• The priority of warning can be set by using more than one frequencies of a
buzzers.
• Lead fault detector
• If the difference between 2 analog inputs are zero, sensor is not connected
to subject.
• Using this property lead fault can be detected.
• Health condition analyser
• The readings of parameters are compared to predefined table of health
conditions and it is displayed.
E.g.: if BP is 150/95; “hypertension stage 1” will displayed.
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 24
Architecture of proposed system
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 25
Design aspects
• PPG sensor:
• Red and Infrared LEDs, photo detectors and an amplifier stage.
• An indicator LED is also can be designed.
• Signal conditioning:
• BPF (0.75 Hz- 4.17 Hz)
• Amplifier
• Subtractor (optional)
• Impedance matching (buffer)
• ADC:
• Resolution must below 10 mV.
• 12 bit ADC is preferable (1.22 mV)
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 26
Design aspects
• Processor:
• 2 channels of in-built ADC.
• At least 3 timers
• RTC and watchdog timer
• Sufficient memory availability, I/O channels, interrupt sources.
• Buzzers:
• 2 buzzers is preferable.
• Both of different frequencies which will help to provide 2 types of
warning.
• Control switches:
• For control of operations
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 27
Design aspects
• Display unit:
• Graphical display
• Use either GLCD, GLED or OLED
• By using OLED overall power consumption of system can be reduced.
• Power unit:
• Either battery operated or plug-in mode.
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 28
Design of sensor clamp
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 29
Fig: circuit of sensor clamp
RED
INFRA RED
requirements in sensor clamp
LED sources and photo detectors:
Red (900 nm),
Infrared (700 nm)
Phototransistors (PT)
are preferable,
because it provide
amplification also.
The sensitivity of PT
must be high for
better accuracy.
Amplifier stage:
Using MCP series
opamp we can get
better frequency
response.
Output voltage
shouldn’t exceed
+5V.
Indicator:
Indication of
insertion of finger
or proper working
of sensor.
Others:
Select wire in
between clamp and
device, to ensure
min parasitic
capacitance.
The body of clamp
must block external
light.
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 30
Limitations and troubleshooting
Limitation Troubleshooting
Shivering or shaking of subject Proper machine design of sensor clamp
External light sources Covering of clamp with opaque material
Nail polish or dyes in blood Use 8 wavelength technic in PPG
Lead failure Introducing Lead fault detector
Complexity in calibration nil
Abnormalities during Anaemia nil
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 31
Results
• Operating pulse rate range: 45-250 bpm
• Frequency range of signals: 0.75-4.17 Hz
• spO2 range: >70%
• Blood Pressure range: Depending on calibration.
• Interval for PR reading is 10 seconds.
• Maximum length of wire should less than 100 cm.
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 32
Conclusion
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 33
Pulse
Oximeter
(spO2, PR)
Blood
Pressure
(BP)
Proposed
system
Reference
[1] Nivedita Daimiwal, M. Sundhararajan and Revati Shriram, “Respiratory Rate, Heart Rate and
Continuous Measurement of BP Using PPG”, International Conference on Communication and
Signal Processing, April 3-5, 2014, India.
[2] Md. Manirul Islami, Fida Hasan Md. Rafii, Abu, Farzan Mitull and Mohiuddin Ahmadl, M. A.
Rashid, Mohd Fareq bin Abd Malek, “Development of a Non-invasive Continuous Blood Pressure
Measurement and Monitoring System”, IEEE/OSA/IAPR International Conference on Infonnatics,
Electronics & Vision.
[3] Wei Chen1, Idowu Ayoola, Sidarto Bambang Oetomo, Loe Feijs, “Non-invasive Blood Oxygen
Saturation Monitoring for Neonates Using Reflectance Pulse Oximeter”.
[4] “Non-invasive Pulse Oximeter Utilizing Skin Reflectance Pho toplethy smog mphy”, IEEE
TRANSACTIONS ON BIOMEDICAL ENGINEERING, VOL. 35, NO. 10, OCTOBER 1988
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 34
Reference
[5] Jasper Truijen, Johannes J. van Lieshout, Wilbert A. Wesselink, Berend E. Westerhof, „
Noninvasive continuous hemodynamic monitoring”, Springerlink.com
[6] Hayato Fukushima, Haruki Kawanaka, Md. Shoaib Bhuiyan and Koji Oguri, “Cuffless Blood
Pressure Estimation using only Photoplethysmography based on Cardiovascular parameters”, 35th
Annual International Conference of the IEEE EMBS Osaka, Japan, 3 - 7 July, 2013
[7] P. Shaltis, A. Reisner, H. Asada, “Calibration of the Photoplethysmogram to Arterial Blood
Pressure: Capabilities and Limitations for Continuous Pressure Monitoring”, Proceedings of the 2005
IEEE , Engineering in Medicine and Biology 27th Annual Conference Shanghai, China, September 1-
4, 2005
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 35
SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 36
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Heamodynamic Monitoring System Using Photoplethysmography

  • 1. Development of Heamodynamic Monitoring System Using Photoplethysmography Prepared by Abhijith Prabha, L8A, ECE Dept. Sree Narayana Gurukulam College of engineering, Kadayiruppu.
  • 2. SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 2 heamodynamic SpO2 Pulse Oximeter Photoplethysmography TERMINOLOGY
  • 3. OBJECTIVE Pulse Oximeter Blood Pressure Novel device SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 3 Pulse Oximeter is a device widely used equipment in the hospitals. By introducing a new technology to measure Blood Pressure to pulse Oximeter, a new novel device can be developed with more functionality and better user interface. Through this paper is actually try to illustrate how this can be done.
  • 4. Overview • Heamodynamic monitoring is one of the vital requirement in bio- medical field. • Basically it is the measurement of following cardiovascular parameters; ⮚Blood pressure (BP) ⮚Pulse rate (PR) ⮚Blood oxygen saturation (spO2). SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 4
  • 5. Applications of heamodynamic monitoring Intensive care units Postanesthesia care units Ambulances Endoscopy suites Cardiac catheterization laboratories Sleep laboratories Endoscopy suites and so on… SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 5
  • 6. Available devices* DEVICES BP SPO2 PR MAJOR LIMITATIONS Infinity® Delta yes yes yes Discontinuity in readings. CNAP™ monitor yes no yes Uncomfortable attachments to body. CMS 50 DL no yes yes No graphical display. CMS 50 D PLUS no yes yes Not suitable for laboratory use. Infinity® HemoMed™ Pod yes No no Invasive method SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 6 * Draeger Medical Systems, Inc., MedicalTestSupply.com
  • 7. Introduction of proposed method • Main objective : To overcome the limitations of conventional methods. • It utilises the principle of photoplethysmography SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 7
  • 8. Features of this system: ⮚Non-invasive, Continuous and viable for long term use ⮚Precise and graphical display availability ⮚Provision for storage of readings ⮚Comfortable for user (unlike sphygmomanometer). ⮚Suitable for domestic, hospitals and laboratories ⮚Alarm facility SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 8
  • 9. Features of this method • No hazards to user • Less interference with other equipment (unlike MRI). • Low levels of energy is applying to subject (unlike defibrillator) . • Implemented as portable equipment (similar to ECG). • Indication for proper working of sensor. • Leads can be attached to finger tip, toes, ear lobes, lips etc. • Indication of health conditions from heamodynamic parameters SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 9
  • 10. What is photoplethysmography (PPG)? • Photoplethysmography is the volumetric measurement of blood flow • It is an optical and non invasive method. • Using a light source and a photo detector the electric signal equivalent of blood flow is obtained • Two types of PPG are; A. reflectance PPG B. transmittance PPG SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 10
  • 11. SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 11 Body parts where PPG signal can be obtained ? For adults: the finger tip, toe, pinna (top),lips or lobe of the ear For infants: the foot, palm of the hand, toe or thumb
  • 12. Measurement of spO2 It is the measure of percentage value of Oxygen in blood. Normal value of spO2 is 90-100%. Haemoglobin: the protein in blood for O2 transport. Oxyhaemoglobin: haemoglobin bounded with oxygen SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 12
  • 13. SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 13 • Oxyhaemoglobin absorbs RED light (850-1000 nm) light and IR (600- 750 nm) light more. • There by using 2 LEDs and photo detectors spO2 in blood can be measured.
  • 14. SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 14 Let the output of photo detectors corresponding to the LEDs Red and Infra-Red are R and IR Then spO2 can be derived from the ratio R/IR. This is ratio is compared with calibrated ‘look-up’ table the, % value of spO2 can be determined.
  • 15. SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 15 spO2 (%) Condition >=94 Adequate level 90-94 Moderate level 90-75 Inadequate but allowed for a short period <75 Tissue hypoxia and cardiac dysrhythmia are expected Table: health condition at different spO2 readings
  • 16. Measurement of Pulse Rate • Pulse rate or heart rate is the number of contractions or relaxation of heart per minute. • Normal value is 72 bpm. • It is measured by counting the number of peaks of PPG signal for 10 seconds and multiply it with 6. SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 16
  • 17. SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 17 Heart rate Condition <60 Bradycardia 60-100 Normal >100 Tachycardia Table: health condition at different PR readings • Therefore PR value of subject updates automatically in every 10 sec.
  • 18. Measurement of Blood Pressure • Arterial blood pressure is the force exerted by the blood on the wall of a blood vessel as the heart pumps (contracts) and relaxes. • Systolic and diastolic blood pressures. • The conventional methods for BP measurements are; i. Electronic Palpation method ii. Volume Oscillometric (VO) method iii. Volume Compensation (VC) method. iv. Arterial Tonometry method etc. SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 18
  • 19. SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 19 The limitations of currently existing methods are; • Some of them are invasive methods • high risks of embolism, arrhythmia, heart attack in malfunction. • Discontinuous measurements • May cause damage to muscles and arteries. • Cuff should detach and re-attach periodically. Using PPG technology most of these limitations can be resolved.
  • 20. Calibration process • Challenge in design • Two types calibration procedure :vertical and horizontal calibration. • According to [1]a combination of vertical and horizontal calibration is adapted in this system. • Horizontal calibration: it is perform operation on independent axis of PPG signal (time). • Vertical calibration: PPG pulse height is considered. • The PPG signal has a rising portion (AP) and falling portion (CP). SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 20
  • 21. SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 21 Fig: PPG signal showing AP and CP, with time instances T1, T2 and T3. The time taken from T1 to T2 is called Anacrotic phase (AP), corresponds to systolic blood pressure. The time taken from T2 to T3 is called catacrotic phase (CP), corresponds to diastolic blood pressure.
  • 22. SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 22 Along with measuring of the maximum and minimum ac voltage of PPG signal, AP and CP values are also measured. [2] By comparing this values with predetermined look-up table corresponding Blood Pressure can be determined. By the combination of vertical and horizontal calibration greater accuracy can be obtained.
  • 23. SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 23 SBP DBP CONDITION <100 <65 HYPOTENSION 100-120 65-80 NORMAL 120-139 80-89 PREHYPERTENSION 140-159 90-99 HYPERTENSION STAGE 1 160-200 100-110 HYPERTENSION STAGE 2 >200 >110 HYPERTENSIVE CRISIS Table: health conditions at different blood pressures
  • 24. miscellaneous • Warning facility • To notify any of the parameter has crossed threshold. • The priority of warning can be set by using more than one frequencies of a buzzers. • Lead fault detector • If the difference between 2 analog inputs are zero, sensor is not connected to subject. • Using this property lead fault can be detected. • Health condition analyser • The readings of parameters are compared to predefined table of health conditions and it is displayed. E.g.: if BP is 150/95; “hypertension stage 1” will displayed. SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 24
  • 25. Architecture of proposed system SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 25
  • 26. Design aspects • PPG sensor: • Red and Infrared LEDs, photo detectors and an amplifier stage. • An indicator LED is also can be designed. • Signal conditioning: • BPF (0.75 Hz- 4.17 Hz) • Amplifier • Subtractor (optional) • Impedance matching (buffer) • ADC: • Resolution must below 10 mV. • 12 bit ADC is preferable (1.22 mV) SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 26
  • 27. Design aspects • Processor: • 2 channels of in-built ADC. • At least 3 timers • RTC and watchdog timer • Sufficient memory availability, I/O channels, interrupt sources. • Buzzers: • 2 buzzers is preferable. • Both of different frequencies which will help to provide 2 types of warning. • Control switches: • For control of operations SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 27
  • 28. Design aspects • Display unit: • Graphical display • Use either GLCD, GLED or OLED • By using OLED overall power consumption of system can be reduced. • Power unit: • Either battery operated or plug-in mode. SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 28
  • 29. Design of sensor clamp SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 29 Fig: circuit of sensor clamp RED INFRA RED
  • 30. requirements in sensor clamp LED sources and photo detectors: Red (900 nm), Infrared (700 nm) Phototransistors (PT) are preferable, because it provide amplification also. The sensitivity of PT must be high for better accuracy. Amplifier stage: Using MCP series opamp we can get better frequency response. Output voltage shouldn’t exceed +5V. Indicator: Indication of insertion of finger or proper working of sensor. Others: Select wire in between clamp and device, to ensure min parasitic capacitance. The body of clamp must block external light. SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 30
  • 31. Limitations and troubleshooting Limitation Troubleshooting Shivering or shaking of subject Proper machine design of sensor clamp External light sources Covering of clamp with opaque material Nail polish or dyes in blood Use 8 wavelength technic in PPG Lead failure Introducing Lead fault detector Complexity in calibration nil Abnormalities during Anaemia nil SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 31
  • 32. Results • Operating pulse rate range: 45-250 bpm • Frequency range of signals: 0.75-4.17 Hz • spO2 range: >70% • Blood Pressure range: Depending on calibration. • Interval for PR reading is 10 seconds. • Maximum length of wire should less than 100 cm. SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 32
  • 33. Conclusion SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 33 Pulse Oximeter (spO2, PR) Blood Pressure (BP) Proposed system
  • 34. Reference [1] Nivedita Daimiwal, M. Sundhararajan and Revati Shriram, “Respiratory Rate, Heart Rate and Continuous Measurement of BP Using PPG”, International Conference on Communication and Signal Processing, April 3-5, 2014, India. [2] Md. Manirul Islami, Fida Hasan Md. Rafii, Abu, Farzan Mitull and Mohiuddin Ahmadl, M. A. Rashid, Mohd Fareq bin Abd Malek, “Development of a Non-invasive Continuous Blood Pressure Measurement and Monitoring System”, IEEE/OSA/IAPR International Conference on Infonnatics, Electronics & Vision. [3] Wei Chen1, Idowu Ayoola, Sidarto Bambang Oetomo, Loe Feijs, “Non-invasive Blood Oxygen Saturation Monitoring for Neonates Using Reflectance Pulse Oximeter”. [4] “Non-invasive Pulse Oximeter Utilizing Skin Reflectance Pho toplethy smog mphy”, IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, VOL. 35, NO. 10, OCTOBER 1988 SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 34
  • 35. Reference [5] Jasper Truijen, Johannes J. van Lieshout, Wilbert A. Wesselink, Berend E. Westerhof, „ Noninvasive continuous hemodynamic monitoring”, Springerlink.com [6] Hayato Fukushima, Haruki Kawanaka, Md. Shoaib Bhuiyan and Koji Oguri, “Cuffless Blood Pressure Estimation using only Photoplethysmography based on Cardiovascular parameters”, 35th Annual International Conference of the IEEE EMBS Osaka, Japan, 3 - 7 July, 2013 [7] P. Shaltis, A. Reisner, H. Asada, “Calibration of the Photoplethysmogram to Arterial Blood Pressure: Capabilities and Limitations for Continuous Pressure Monitoring”, Proceedings of the 2005 IEEE , Engineering in Medicine and Biology 27th Annual Conference Shanghai, China, September 1- 4, 2005 SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 35
  • 36. SREE NARAYANA GURUKUKULAM COLLEGE OF ENGINEERING 36 Thank you...