SlideShare a Scribd company logo
DEVELOPMENT OF AN ELETRO-OPTICAL
PHOTOPLETHYMOGRAPHY SYSTEM
(Laboratory Report )
Abstract
A simple and effective method of displaying changes in blood volume in peripheral vascular
bed from photoplethysmography has been developed using electro-optical
photoplethysmograph system. This method is developed to be incorporated as noninvasive
monitoring of blood volume from a patient in intensive care unit. This implementation
includes Infrared emitter s IRED light source, silicon photodiode as optical sensor to convert
light detected into voltage value, active and passive band pass filter circuits to reduce noise
levels in signal, amplifier designed configured for gain of 10 and digital oscilloscope in order
to observe the PPG signal generated due to systolic and diastolic volume change in atrial
blood. PPG waveform comprising of a pulsatile AC component synchronised to ach heart
beat superimposed on a slowly varying DC component. Proper high pass filter has been used
to reduce dominant low frequencies with no distortion in pulse shape. During experiment
pulses were measured by placing index finger between the light emitter and photodetector
and resultant visible pulse shape distortion were investigated
Introduction
A photoplethysmograph (PPG) is a device used to optically obtain a volumetric measurement
of an organ. It is an qualitative measurement. Commoly measured volume changes that are
caused by
 Breathing
 Blood forced into vessels such as arteries, veins, capillary
 Pumping of heart
Tissue or organ under investigation is bathed with a light of a suitable wavelength . Short
wavelength of light are strongly absorbed by melanin. Window in the absorption spectra of
water that allows visible red and near Infrared light to pass more easily, thereby facilitating
the measurement of blood volume at these wavelengths. Thus, red and near infrared
wavelengths are often chosen for PPG light sources. Illuminating light is reflected, absorbed
and scattered in tissue and blood. This light is measured with photodiode which produces
electrical signal. This received signal is assumed to be measure of volume changes due to
localised blood flow.
PPG can be operated in two modes; transmission mode and reflection mode.
Transmission mode: The light source is placed on one side of organ and detector is situated
on the opposite side of the organ. It is clearly illustrated in the following figure.
Fig.1. Photoplethysmographyprobe usedin Transmissionmode
Reflection mode: In this method, light source and photo detector are placed adjacent to each
other. Photodetector is placed to receive the light reflection from the tissues or arterial blood
.
Fig.2. Photoplethysmographyprobe used inReflectionmode
Signal generated by the phototodetector is amplified and used to generate corresponding
photoplethysmograph.
It has been proved that photoplethysmography can be a reliable tool to measure arterial
blood flow to the feet in people with diabetes(fig.3) which are particularly prone to peripheral
arterial disease.(C.Scanlon,2012) It is a non invasive technique to measure the arterial pulse
waveform from either arterial wall deflection or force at the surface of the skin above a
palpable vessel. Typically, sensors used in such technique are not directly calibrated in terms
of pressure , but ideally respond proportionally to pressure. Sensors can called as volume
sensors as they relies on the adjacent tissues surrounding the vessels as a non-deflecting
frame of reference. Skin deflections directly above the vessel are then measured relative to a
reference frame to represent arterial pressure.
Moreover, pulse oximetry use the technique of PPG to estimate the oxygen saturation values.
Incorporation of transreflectance PPG sensors has been reduced failure rate of pulse
oximeter which is more in the case of conventional PPG signals. (Shafiq.M, 2012) Key
factors that can that influence the amount of light received by photodetector such as blood
volume, blood vessel wall movement and orientation of red blood cells(RBCs). Following
diagram illustrates the arrangement of components to measure oxygen saturation using PPG
probe.
Fig.4 Block diagram of New multimode PPG processing system(Medical and biological
engineering and computing,2012)
Fig3.PPGfor measuringtoe bloodpressure
Orientation effect has been demonstrated by recording pulsatile waveforms from dental pulp
and in a glass tube where volumetric changes should not possible and more recently by Nas
lund (2006) who detected pulsatile waveform in bone. As published by the K. Hamunen
(2012),photoplethysmographic pulse wave amplitude (PPGA) and heart rate (HR) can be
used to measure cold, nociception-induced autonomic responses. Principle states that
correlation between intensity of experimental pain to changes in physiological variables
represents the autonomic nervous system response to pain.
Fig 5. Changes in PPGA after 43°C and 48°C heat stimuli in 29 volunteers.
Thus,PPG based technology can be found in wide range of commercially available medical
devices for measuring oxygen saturation,blood pressure,cardiac output,assessing autonomic
function and also detecting peripheral vascular diseases.
Methods
Systematic arrangement of the electrical and optical components to build the complete
Infrared Photoplethysmography system (PPG) system is shown in following fig.6.
The complete circuitry consist of optical components, electrical filter building components
and digital display devices to analyse data.
Fig.6. Block diagram of the Infrared PPG system
Sensor: Photodetector used to detect the scattered light from IRED is silicon photodiode. It
works on the photoelectric effect and capable of converting light into current or voltage
depending on mode of operation. The photodetector used in this experiment is a 5.2 mm²
silicon photodiode with transimpedance amplifier in the form of a 8- pin TO99 metal
package.
(a) (b)
Fig.7. (a)Symbol and outlook of silicone photodiode
(b) Activation of diode by current source
I-V amplifier: Transimpedance amplifier is used in connection with the photo detector to
convert current generated by photodetector into voltage for further processing. Ideally it
should have low input impedance to prevent any large value of voltage. In this experiment we
have used 8- pin TO99 metal package as an I-V amplifier.
Fig.8. Transimpedance I-V amplifier in inverting configuration
Infrared emitter current driver circuit: It has been designed for constant current source
using input operational amplifier in non -inverting configuration (TL 084) and a series NPN
transistor. The output intensity is depends on forward current (40mA) flowing through
IRED.
Fig.9. IRED constant current source driver circuit
Ideal Operational amplifier is characterised by :
Parameter Ideal Op-amp Practical Op-amp
Calculations: Circuit was mounted on breadboard as indicated in fig. Voltage of 9V is
supplied with voltage source and voltage across R3 is taken as 5V assuming that voltage
divides following voltage divider circuit and remaining 4 V passed through the op-amp. By
Ohm’s law;
R3 = V3 / I3
=5/ (40*10^-3
R3 = 125 ohms
By potential divider circuit,
Voltage across R2; V2= (R1/R1+R2)*Vin
5V=(R1/R1+R2)*9V
.....(1)
Voltage acrossR1; V1=(R2/R1+R2)*Vin
4V= (R2/R1+R2)*9V .....(2)
Solving equations (1) and (2) simultaneously for R1 and R2 we get;
R1=2KOhms ; R2=2.5K Ohms
So by proper selection of resistor values ensures the current of 40 mA flowing through the
IRED which important for the further accurate performance.
Filter Design: A circuit capable of selectively filtering one frequency or range of
frequencies out of a mixture of different frequencies is called filters is designed. It only
allows the fundamental waveform frequency to pass through, blocking all higher frequencies.
Active filter built with active components such as transistors , op-amp with resistors and
capacitors where passive filter includes passive components as resistors , capacitors ,
inductors. Filters have been used to split the AC and DC component of the photodetector I-V
amplifier circuit.
Fig.10. Band PassFilter circuit design with active and passive components
2-pole Low pass active Butterworth filter: Importance of this filter is to extract the AC
component from combined ACand DC PPG signal. Frequency response of filter is depends
on Gain /bandwidth product of the op-amp being used.
(a) (b)
Fig.11. (a) circuit designed for active low pass filter (b) frequency response
(http://www.electronics-tutorials.ws/filter/filter_8.html)
High pass passive filter: It is designed in order to block the DC component of the output.
Selection of resistor and capacitor determines the breakpoint frequency;
Calculations :
High pass filter: It is given that C1=2.2μF, R1= 150K Ohm,
Hence; cut –off frequency can be given as
fc= 1/ (1/ (2п*R1*C1)= 0.482 Hz
Cut-off frequency of high pass filter= 0.482 Hz
Low pass active filter:
Cut off frequency for low pass active filter is given by
fc= 1/2 𝜋RC
= 1/2 𝜋* 2.2Mohm*0.47uF= 0.15Hz
Cut off frequency of low pass active filter= 0.15Hz
2-pole low pass Butterworth filter:
Cut off frequency is given by
fc = 1/(2 𝜋 √ 𝑅2𝑅3𝐶2𝐶3) = 19.40Hz
Cut-off frequency of low pass Butterworth filter = 19.40 Hz
Calculation of Gain of 2-pole low pass butterworth filter:
Gain = (R5 + R4 ) / (R5) = 1.57 dB
Gain of Butterworth 2 pole active low pass filter = 1.57 dB
Results: The complete circuit consists of current driver , I-V amplifier and band pass filters is
mounted on breadboard and supplied with corresponding values of voltages. Output is
observed on the two channel digital oscilloscope .
Fig. 12. Photograph of final circuit mounted on breadboard for PPG system
The readings of output voltage and corresponding frequency in Hz are noted to plot the
frequency response of the filter circuit as shown in fig.11.
IRED constant
currentdriver
PhotodetectorandI-V
amplifier
Highpass and 2 pole
ButterworthLow Passfilter ,
Active Low Pass filter
Amplifier designed for
10x amplification
Cut-off frequency is the frequency either above or below which power output of the circuit
has fallen to a given proportion of power in passband. Most frequently this proportion is one
half the passband power, also referred to as the 3 dB point since a fall of 3 dB corresponds
approximately to half power.
Cut off frequencies of band pass and low pass filters were found to be 0.459 Hz and 19.54 Hz
respectively. Output from the filter is appears to be small so it is made pass through amplifier
with gain 10 and amplified signal is sent to the oscilloscope. When the finger is placed in
between emitter and diode waveform shows peaks at definite intervals as follows
Fig.13. Typical PPG signal waveform observed on digital oscilloscope
Discussion: PPG signal has been successfully obtained and our findings are in correlation
with the previously published experimental measurements(Hertzman and Randall,1948).
Pulse wave can be characterised in two phases; anacrotic phase being rising edge of pulse
-8
-6
-4
-2
0
2
4
6
0 5 10 15 20 25 30 35 40
Gain(dB)
Frequency (Hertz)
Frequency Response
concerned with systole and catacrotic phase being falling edge of the pulse concerned with
diastole and wave reflections from periphery.(Hertzman and Spealman,1937).
Phtoplethysmograph can be useful to diagnose cardiovascular patients. It becomes a non-
invasive technique to measure relative blood volume changes in blood vessels close to
skin.PPG signal of 10 patients was recorded from ear lobe. Five of them were ill patients with
2-Atrial flutter ,3 Post mayocardial infarction and remaining 5 were normal. By spectral
analysis content of PPG signal found to be different for normal patient and subjects with
abnormalities.
(a) (b)
Fig.12. PPG signal for (a) Atrial flutter patient (b) Post Mayocardial infraction patient
It has shown that in normal subjects,PPG signal peaks coincide with the R peaks of ECG.This
result states PPG can act as indicator of cardiac activity and R-R interval variability in
abnormal subjects.
It is important to maintain the temperature of the finger at 31 °C while measuring the finger
PPG waveform . If temperature is less than 28°C to 30°C then false results may appear as
output , in such case finger is warmed in hot water.(P.Lanzer) Distance between emitter and
detector is maintained at 4 to 5mm as it provides best sensitivity in terms of detecting
adequately large pulsatile photoplethysmographic signals.(Mandelson and Ochs,1988).
Use of optical fibre for data communication can reduce noise level in output. However during
lab experiment, in electronic design of filter noise can be reduced by severe approaches such
as
 Capacitive coupling – which proper selection of capacitor values
 Avoiding grounding loops in circuit – this can be achieved by bringing all ground
wires to same potential in a ground bus
 Twisted pair wiring – which reduces electromagnetic dramatically.
For proper selection of filters it is important to consider
 Voltage and current that will pass through the filter
 Frequency range specified to adequately reject all undesirable frequencies
 Insertion loss determines degree of attenuation provided by filter
 Pass-band impedance, capacitive – inductive input and output.
Thus , by considering ambient temperature effects in addition to motion artefacts more
precise PPG signal can obtained followed by accurate signal conditioning.
References
1. Christopher Scanlon, Kris Park, David Mapletoft, Lindy Begg, and Joshua Burns,
Interrater and intrarater reliability of photoplethysmography for measuring toe blood
pressure and toe-brachial index in people with diabetes mellitus, Journal of foot and
ankle research,2012
2. D. Johnson, J Hilburn,Rapid practical design of active filters ,1975
3. Shafiq.M, Investigation of photoplethysmographic signals and blood oxygen
saturation values on healthy volunteers during cuff-induced hypoperfusion using a
multimode PPG/SpO(2) sensor,Medical and biological engineering and
computing,2012,pp 12-27
4. K. Hamunen, Effect of pain on autonomic nervous system indices derived from
photoplethysmography in healthy volunteers, British Journal of Anaesthesia,2012,pp
838-44
5. H. Berlin,Design of active filters with experiments, Howard W. Sams and co., 1979
6. Hertzmann A B The blood supply of various skin areas as estimated byphotoelectric
plethysmograph,Journal of physiology, 1938,pp328-40
7. Hertzmann A B and Dillon J B, Distinction between arterial, venous and flow
components in photoelectric plethysmography in man, Journal of physiology, 1940,
pp 177-85
8. Hertzmann A B , Randall W C , Regional differences in the basal and maximal rates if
blood flow in the skin,J.Appl. Physiology, 1948, pp 234-41
9. Hertzmann A B, Spealman C R ,Observations on finger volume pulse recorded
photoelectrically, J. Physiology,1937,pp 334-5
10. Hirai M,The reliability of photoelectric technique for measuring systolic blood
pressure of the limb, VASA,1977, pp 215-9
11. Incze A, Lazar I , The use of light reflection rheography in diagnosing venous disease
and arterial microcirculation, J.Int.Med-41, 2003, pp 35-40
12. Lindberg L G , Oberg P A, Photoplethysmography Part 2 : Influence of light source
wavelength ,Med.Bio.Engg. comput.1993, pp 533-7
13. Mendelson Y ,Ochs B D , Noninvasive pulse oximetry utilizing skin reflectance
photoplethysmography IEEE Trans BME, 1988, pp 798-805
14. Michard F, Changes in arterial pressure during mechanical ventilation ,
Anesthesiology, 2005,pp 419-28
15. Nitzan M, Vatine J J, Simultaneous measurement of the photoplethysmographic
signal variability in the right and left hands,Lasers Med.Sci, 1998,pp 189-95
16. Partridge BL, use of pulse oximetry as a noninvasive indicator of intravascular
volume status, J. Clinical Monit.1987, pp 263-8
17. Romano S M, Assessment of cardiac output from systemic arterial pressure in
humans, Critical care Med. 2002, pp 1834-41
18. S. Franko, Design with Operational Amplifiers and Analog Integrated Circuits, Mc –
Graw-Hill,1988
19. Spigulis J, Optical non invasive monitoring of skin blood pulsation, Applied Optics 4,
2005, pp1850-7
20. Stern R M , Ear lobe photoplethysmography,Psychophysiology(11),1974,pp 73-5
21. Shelley K H , Murray W B , Arterial pulse oximetry loops: a new method of
monitoring vascular tone,J.Clinical Monit. 1997,pp 223-8
22. Webster J G , Design of pulse oximeters, Bristol Institute of Physics publishing,1997

More Related Content

What's hot

Amplifiers, filters and digital recording systems
Amplifiers, filters and digital recording systemsAmplifiers, filters and digital recording systems
Amplifiers, filters and digital recording systemsBenjamin Jacob
 
Qualprez
QualprezQualprez
Qualprez
Kevin Glass
 
A 20 gbs injection locked clock and data recovery circuit
A 20 gbs injection locked clock and data recovery circuitA 20 gbs injection locked clock and data recovery circuit
A 20 gbs injection locked clock and data recovery circuit
VLSICS Design
 
FPGA based Heart Arrhythmia’s Detection Algorithm
FPGA based Heart Arrhythmia’s Detection AlgorithmFPGA based Heart Arrhythmia’s Detection Algorithm
FPGA based Heart Arrhythmia’s Detection Algorithm
IDES Editor
 
EEG Amplifiers
EEG AmplifiersEEG Amplifiers
EEG Amplifiers
Murtaza Syed
 
IRJET- R–Peak Detection of ECG Signal using Thresholding Method
IRJET- R–Peak Detection of ECG Signal using Thresholding MethodIRJET- R–Peak Detection of ECG Signal using Thresholding Method
IRJET- R–Peak Detection of ECG Signal using Thresholding Method
IRJET Journal
 
Pulse oximetry
Pulse oximetryPulse oximetry
Pulse oximetry
subhasish karmakar
 
Pll based shunt active harmonic filter to compensate multiple non linear loads
Pll based shunt active harmonic filter to compensate multiple non linear loadsPll based shunt active harmonic filter to compensate multiple non linear loads
Pll based shunt active harmonic filter to compensate multiple non linear loadsIAEME Publication
 
Signal Analysers
Signal AnalysersSignal Analysers
Signal Analysers
Dhruv Shah
 
Types of cro
Types of croTypes of cro
Types of cro
AnilAgarwal84
 
Simple Three-Input Single-Output Current-Mode Universal Filter Using Single V...
Simple Three-Input Single-Output Current-Mode Universal Filter Using Single V...Simple Three-Input Single-Output Current-Mode Universal Filter Using Single V...
Simple Three-Input Single-Output Current-Mode Universal Filter Using Single V...
IJECEIAES
 
IRJET- Grid Connected Third Harmonic Injection PWM in a Multilevel Invert...
IRJET-  	  Grid Connected Third Harmonic Injection PWM in a Multilevel Invert...IRJET-  	  Grid Connected Third Harmonic Injection PWM in a Multilevel Invert...
IRJET- Grid Connected Third Harmonic Injection PWM in a Multilevel Invert...
IRJET Journal
 
FPGA Design and Implementation of Electrocardiogram Biomedical Embedded System
FPGA Design and Implementation of Electrocardiogram Biomedical Embedded SystemFPGA Design and Implementation of Electrocardiogram Biomedical Embedded System
FPGA Design and Implementation of Electrocardiogram Biomedical Embedded System
ns risman
 
I04845861
I04845861I04845861
I04845861
IOSR-JEN
 
Electronic devices-and-circuit-theory-10th-ed-boylestad-chapter-11
Electronic devices-and-circuit-theory-10th-ed-boylestad-chapter-11Electronic devices-and-circuit-theory-10th-ed-boylestad-chapter-11
Electronic devices-and-circuit-theory-10th-ed-boylestad-chapter-11Shiwam Isrie
 
1960 10
1960 101960 10
Measuring the cutoff frequency of a low pass filter
Measuring the cutoff frequency of a low pass filterMeasuring the cutoff frequency of a low pass filter
Measuring the cutoff frequency of a low pass filter
Hasnain Ali
 
Design and Implement Any Digital Filters in Less than 60 Seconds
Design and Implement Any Digital Filters in Less than 60 SecondsDesign and Implement Any Digital Filters in Less than 60 Seconds
Design and Implement Any Digital Filters in Less than 60 SecondsMike Ellis
 

What's hot (18)

Amplifiers, filters and digital recording systems
Amplifiers, filters and digital recording systemsAmplifiers, filters and digital recording systems
Amplifiers, filters and digital recording systems
 
Qualprez
QualprezQualprez
Qualprez
 
A 20 gbs injection locked clock and data recovery circuit
A 20 gbs injection locked clock and data recovery circuitA 20 gbs injection locked clock and data recovery circuit
A 20 gbs injection locked clock and data recovery circuit
 
FPGA based Heart Arrhythmia’s Detection Algorithm
FPGA based Heart Arrhythmia’s Detection AlgorithmFPGA based Heart Arrhythmia’s Detection Algorithm
FPGA based Heart Arrhythmia’s Detection Algorithm
 
EEG Amplifiers
EEG AmplifiersEEG Amplifiers
EEG Amplifiers
 
IRJET- R–Peak Detection of ECG Signal using Thresholding Method
IRJET- R–Peak Detection of ECG Signal using Thresholding MethodIRJET- R–Peak Detection of ECG Signal using Thresholding Method
IRJET- R–Peak Detection of ECG Signal using Thresholding Method
 
Pulse oximetry
Pulse oximetryPulse oximetry
Pulse oximetry
 
Pll based shunt active harmonic filter to compensate multiple non linear loads
Pll based shunt active harmonic filter to compensate multiple non linear loadsPll based shunt active harmonic filter to compensate multiple non linear loads
Pll based shunt active harmonic filter to compensate multiple non linear loads
 
Signal Analysers
Signal AnalysersSignal Analysers
Signal Analysers
 
Types of cro
Types of croTypes of cro
Types of cro
 
Simple Three-Input Single-Output Current-Mode Universal Filter Using Single V...
Simple Three-Input Single-Output Current-Mode Universal Filter Using Single V...Simple Three-Input Single-Output Current-Mode Universal Filter Using Single V...
Simple Three-Input Single-Output Current-Mode Universal Filter Using Single V...
 
IRJET- Grid Connected Third Harmonic Injection PWM in a Multilevel Invert...
IRJET-  	  Grid Connected Third Harmonic Injection PWM in a Multilevel Invert...IRJET-  	  Grid Connected Third Harmonic Injection PWM in a Multilevel Invert...
IRJET- Grid Connected Third Harmonic Injection PWM in a Multilevel Invert...
 
FPGA Design and Implementation of Electrocardiogram Biomedical Embedded System
FPGA Design and Implementation of Electrocardiogram Biomedical Embedded SystemFPGA Design and Implementation of Electrocardiogram Biomedical Embedded System
FPGA Design and Implementation of Electrocardiogram Biomedical Embedded System
 
I04845861
I04845861I04845861
I04845861
 
Electronic devices-and-circuit-theory-10th-ed-boylestad-chapter-11
Electronic devices-and-circuit-theory-10th-ed-boylestad-chapter-11Electronic devices-and-circuit-theory-10th-ed-boylestad-chapter-11
Electronic devices-and-circuit-theory-10th-ed-boylestad-chapter-11
 
1960 10
1960 101960 10
1960 10
 
Measuring the cutoff frequency of a low pass filter
Measuring the cutoff frequency of a low pass filterMeasuring the cutoff frequency of a low pass filter
Measuring the cutoff frequency of a low pass filter
 
Design and Implement Any Digital Filters in Less than 60 Seconds
Design and Implement Any Digital Filters in Less than 60 SecondsDesign and Implement Any Digital Filters in Less than 60 Seconds
Design and Implement Any Digital Filters in Less than 60 Seconds
 

Viewers also liked

Debra Clark call center sup RESUME
Debra Clark call center sup  RESUMEDebra Clark call center sup  RESUME
Debra Clark call center sup RESUMEDebra Clark
 
The Internet Archive
The Internet ArchiveThe Internet Archive
The Internet Archiveguest620f31
 
Different tools for divergent thinking.
Different tools for divergent thinking.Different tools for divergent thinking.
Different tools for divergent thinking.
izzophillip3000
 
Signup
SignupSignup
Signup
katelapides
 
Pràctica moviment dun cotxe
Pràctica moviment dun cotxePràctica moviment dun cotxe
Pràctica moviment dun cotxe
mosansar
 
Starting Pack BI Open Source
Starting Pack BI Open Source Starting Pack BI Open Source
Starting Pack BI Open Source
Stratebi
 
Finalitats de l’XTEC
Finalitats de l’XTECFinalitats de l’XTEC
Finalitats de l’XTECmartalm92
 
Finalitats de l’XTEC
Finalitats de l’XTECFinalitats de l’XTEC
Finalitats de l’XTECmartalm92
 
Colegio boston presentacion
Colegio boston presentacionColegio boston presentacion
Colegio boston presentacion
Rosa513
 
Что нужно бизнесу от образования -> для ВУЗов
Что нужно бизнесу от образования -> для ВУЗовЧто нужно бизнесу от образования -> для ВУЗов
Что нужно бизнесу от образования -> для ВУЗов
Michael Akimov
 
The Modern Day Spartan
The Modern Day SpartanThe Modern Day Spartan
The Modern Day Spartanguest4612515
 
Teletrabajo pptx
Teletrabajo pptxTeletrabajo pptx
Teletrabajo pptx
Camila Zavaleta Cusirramos
 
The competition between High Speed Rail & Air Transport
The competition between High Speed Rail & Air TransportThe competition between High Speed Rail & Air Transport
The competition between High Speed Rail & Air Transport
jkotlar
 
Exercicis 3eso
Exercicis 3esoExercicis 3eso
Exercicis 3eso
Gloria Villarroya
 
Ca hoja1
Ca hoja1Ca hoja1
Ca hoja1
josglods
 
Pilares de desarrollo de la Iglesia
Pilares de desarrollo de la IglesiaPilares de desarrollo de la Iglesia
Pilares de desarrollo de la Iglesia
planificacionPIEBS
 
Electromagnetismo
ElectromagnetismoElectromagnetismo
Electromagnetismo
josglods
 

Viewers also liked (20)

Debra Clark call center sup RESUME
Debra Clark call center sup  RESUMEDebra Clark call center sup  RESUME
Debra Clark call center sup RESUME
 
The Internet Archive
The Internet ArchiveThe Internet Archive
The Internet Archive
 
Different tools for divergent thinking.
Different tools for divergent thinking.Different tools for divergent thinking.
Different tools for divergent thinking.
 
Signup
SignupSignup
Signup
 
Pràctica moviment dun cotxe
Pràctica moviment dun cotxePràctica moviment dun cotxe
Pràctica moviment dun cotxe
 
Starting Pack BI Open Source
Starting Pack BI Open Source Starting Pack BI Open Source
Starting Pack BI Open Source
 
Finalitats de l’XTEC
Finalitats de l’XTECFinalitats de l’XTEC
Finalitats de l’XTEC
 
Finalitats de l’XTEC
Finalitats de l’XTECFinalitats de l’XTEC
Finalitats de l’XTEC
 
Colegio boston presentacion
Colegio boston presentacionColegio boston presentacion
Colegio boston presentacion
 
G uiseppe arcimboldo
G uiseppe arcimboldoG uiseppe arcimboldo
G uiseppe arcimboldo
 
Что нужно бизнесу от образования -> для ВУЗов
Что нужно бизнесу от образования -> для ВУЗовЧто нужно бизнесу от образования -> для ВУЗов
Что нужно бизнесу от образования -> для ВУЗов
 
The Modern Day Spartan
The Modern Day SpartanThe Modern Day Spartan
The Modern Day Spartan
 
Operational Intelligence
Operational IntelligenceOperational Intelligence
Operational Intelligence
 
Teletrabajo pptx
Teletrabajo pptxTeletrabajo pptx
Teletrabajo pptx
 
The competition between High Speed Rail & Air Transport
The competition between High Speed Rail & Air TransportThe competition between High Speed Rail & Air Transport
The competition between High Speed Rail & Air Transport
 
Exercicis 3eso
Exercicis 3esoExercicis 3eso
Exercicis 3eso
 
Cactus Mexican Food
Cactus Mexican FoodCactus Mexican Food
Cactus Mexican Food
 
Ca hoja1
Ca hoja1Ca hoja1
Ca hoja1
 
Pilares de desarrollo de la Iglesia
Pilares de desarrollo de la IglesiaPilares de desarrollo de la Iglesia
Pilares de desarrollo de la Iglesia
 
Electromagnetismo
ElectromagnetismoElectromagnetismo
Electromagnetismo
 

Similar to FinalReport

PulseOxymetry_AN_Finalv3p1
PulseOxymetry_AN_Finalv3p1PulseOxymetry_AN_Finalv3p1
PulseOxymetry_AN_Finalv3p1Ahmed Ghouri
 
Pulse_Oximeter_SoC
Pulse_Oximeter_SoCPulse_Oximeter_SoC
Pulse_Oximeter_SoCTianhao Li
 
Design and development of electro optical system for acquisition of ppg signa...
Design and development of electro optical system for acquisition of ppg signa...Design and development of electro optical system for acquisition of ppg signa...
Design and development of electro optical system for acquisition of ppg signa...
eSAT Publishing House
 
Measurement of Pulse rate and SPo2 using Pulse Oximeter developed using LabVIEW
Measurement of Pulse rate and SPo2 using Pulse Oximeter developed using LabVIEWMeasurement of Pulse rate and SPo2 using Pulse Oximeter developed using LabVIEW
Measurement of Pulse rate and SPo2 using Pulse Oximeter developed using LabVIEW
IOSR Journals
 
04352464
0435246404352464
04352464iiui
 
Design of Ota-C Filter for Biomedical Applications
Design of Ota-C Filter for Biomedical ApplicationsDesign of Ota-C Filter for Biomedical Applications
Design of Ota-C Filter for Biomedical Applications
IOSR Journals
 
Denoising of Radial Bioimpedance Signals using Adaptive Wavelet Packet Transf...
Denoising of Radial Bioimpedance Signals using Adaptive Wavelet Packet Transf...Denoising of Radial Bioimpedance Signals using Adaptive Wavelet Packet Transf...
Denoising of Radial Bioimpedance Signals using Adaptive Wavelet Packet Transf...
iosrjce
 
Accelerometer and EOG Based Wireless Gesture Controlled Robotic Arm
Accelerometer and EOG Based Wireless Gesture Controlled Robotic ArmAccelerometer and EOG Based Wireless Gesture Controlled Robotic Arm
Accelerometer and EOG Based Wireless Gesture Controlled Robotic Arm
IJMER
 
Instrumentation amplifier in ECG
Instrumentation amplifier  in ECG Instrumentation amplifier  in ECG
Instrumentation amplifier in ECG
Keerthana Chithanathan
 
Senior Project Students' Presentation on ECG Monitoring
Senior Project Students' Presentation on ECG MonitoringSenior Project Students' Presentation on ECG Monitoring
Senior Project Students' Presentation on ECG Monitoring
Md Kafiul Islam
 
Instrumentation amplifier in heart beat monetering.
Instrumentation amplifier in heart beat monetering.Instrumentation amplifier in heart beat monetering.
Instrumentation amplifier in heart beat monetering.
Shrikant Chandan
 
Cardio Logical Signal Processing for Arrhythmia Detection with Comparative An...
Cardio Logical Signal Processing for Arrhythmia Detection with Comparative An...Cardio Logical Signal Processing for Arrhythmia Detection with Comparative An...
Cardio Logical Signal Processing for Arrhythmia Detection with Comparative An...
IRJET Journal
 
IRJET- A Comparative Analysis of CMOS Amplifiers for ECG Signals
IRJET- A Comparative Analysis of CMOS Amplifiers for ECG SignalsIRJET- A Comparative Analysis of CMOS Amplifiers for ECG Signals
IRJET- A Comparative Analysis of CMOS Amplifiers for ECG Signals
IRJET Journal
 
Development of a receiver circuit for medium frequency shift keying signals.
Development of a receiver circuit for medium frequency shift keying signals.Development of a receiver circuit for medium frequency shift keying signals.
Development of a receiver circuit for medium frequency shift keying signals.
inventionjournals
 
Digital blood pressure meter
Digital blood pressure meterDigital blood pressure meter
Digital blood pressure meterCulun Habis
 
Hk3613091316
Hk3613091316Hk3613091316
Hk3613091316
IJERA Editor
 
Cyclic voltammetry readout circuitry for DNA biosensor application
Cyclic voltammetry readout circuitry for DNA biosensor applicationCyclic voltammetry readout circuitry for DNA biosensor application
Cyclic voltammetry readout circuitry for DNA biosensor application
journalBEEI
 
Investigation of Passive Filter Performance on Three Phase DC to AC Converter
Investigation of Passive Filter Performance on Three Phase DC to AC ConverterInvestigation of Passive Filter Performance on Three Phase DC to AC Converter
Investigation of Passive Filter Performance on Three Phase DC to AC Converter
International Journal of Power Electronics and Drive Systems
 
E010523539
E010523539E010523539
E010523539
IOSR Journals
 
Non invasive
Non invasiveNon invasive
Non invasive
Amarjith Valanchery
 

Similar to FinalReport (20)

PulseOxymetry_AN_Finalv3p1
PulseOxymetry_AN_Finalv3p1PulseOxymetry_AN_Finalv3p1
PulseOxymetry_AN_Finalv3p1
 
Pulse_Oximeter_SoC
Pulse_Oximeter_SoCPulse_Oximeter_SoC
Pulse_Oximeter_SoC
 
Design and development of electro optical system for acquisition of ppg signa...
Design and development of electro optical system for acquisition of ppg signa...Design and development of electro optical system for acquisition of ppg signa...
Design and development of electro optical system for acquisition of ppg signa...
 
Measurement of Pulse rate and SPo2 using Pulse Oximeter developed using LabVIEW
Measurement of Pulse rate and SPo2 using Pulse Oximeter developed using LabVIEWMeasurement of Pulse rate and SPo2 using Pulse Oximeter developed using LabVIEW
Measurement of Pulse rate and SPo2 using Pulse Oximeter developed using LabVIEW
 
04352464
0435246404352464
04352464
 
Design of Ota-C Filter for Biomedical Applications
Design of Ota-C Filter for Biomedical ApplicationsDesign of Ota-C Filter for Biomedical Applications
Design of Ota-C Filter for Biomedical Applications
 
Denoising of Radial Bioimpedance Signals using Adaptive Wavelet Packet Transf...
Denoising of Radial Bioimpedance Signals using Adaptive Wavelet Packet Transf...Denoising of Radial Bioimpedance Signals using Adaptive Wavelet Packet Transf...
Denoising of Radial Bioimpedance Signals using Adaptive Wavelet Packet Transf...
 
Accelerometer and EOG Based Wireless Gesture Controlled Robotic Arm
Accelerometer and EOG Based Wireless Gesture Controlled Robotic ArmAccelerometer and EOG Based Wireless Gesture Controlled Robotic Arm
Accelerometer and EOG Based Wireless Gesture Controlled Robotic Arm
 
Instrumentation amplifier in ECG
Instrumentation amplifier  in ECG Instrumentation amplifier  in ECG
Instrumentation amplifier in ECG
 
Senior Project Students' Presentation on ECG Monitoring
Senior Project Students' Presentation on ECG MonitoringSenior Project Students' Presentation on ECG Monitoring
Senior Project Students' Presentation on ECG Monitoring
 
Instrumentation amplifier in heart beat monetering.
Instrumentation amplifier in heart beat monetering.Instrumentation amplifier in heart beat monetering.
Instrumentation amplifier in heart beat monetering.
 
Cardio Logical Signal Processing for Arrhythmia Detection with Comparative An...
Cardio Logical Signal Processing for Arrhythmia Detection with Comparative An...Cardio Logical Signal Processing for Arrhythmia Detection with Comparative An...
Cardio Logical Signal Processing for Arrhythmia Detection with Comparative An...
 
IRJET- A Comparative Analysis of CMOS Amplifiers for ECG Signals
IRJET- A Comparative Analysis of CMOS Amplifiers for ECG SignalsIRJET- A Comparative Analysis of CMOS Amplifiers for ECG Signals
IRJET- A Comparative Analysis of CMOS Amplifiers for ECG Signals
 
Development of a receiver circuit for medium frequency shift keying signals.
Development of a receiver circuit for medium frequency shift keying signals.Development of a receiver circuit for medium frequency shift keying signals.
Development of a receiver circuit for medium frequency shift keying signals.
 
Digital blood pressure meter
Digital blood pressure meterDigital blood pressure meter
Digital blood pressure meter
 
Hk3613091316
Hk3613091316Hk3613091316
Hk3613091316
 
Cyclic voltammetry readout circuitry for DNA biosensor application
Cyclic voltammetry readout circuitry for DNA biosensor applicationCyclic voltammetry readout circuitry for DNA biosensor application
Cyclic voltammetry readout circuitry for DNA biosensor application
 
Investigation of Passive Filter Performance on Three Phase DC to AC Converter
Investigation of Passive Filter Performance on Three Phase DC to AC ConverterInvestigation of Passive Filter Performance on Three Phase DC to AC Converter
Investigation of Passive Filter Performance on Three Phase DC to AC Converter
 
E010523539
E010523539E010523539
E010523539
 
Non invasive
Non invasiveNon invasive
Non invasive
 

FinalReport

  • 1.
  • 2. DEVELOPMENT OF AN ELETRO-OPTICAL PHOTOPLETHYMOGRAPHY SYSTEM (Laboratory Report )
  • 3. Abstract A simple and effective method of displaying changes in blood volume in peripheral vascular bed from photoplethysmography has been developed using electro-optical photoplethysmograph system. This method is developed to be incorporated as noninvasive monitoring of blood volume from a patient in intensive care unit. This implementation includes Infrared emitter s IRED light source, silicon photodiode as optical sensor to convert light detected into voltage value, active and passive band pass filter circuits to reduce noise levels in signal, amplifier designed configured for gain of 10 and digital oscilloscope in order to observe the PPG signal generated due to systolic and diastolic volume change in atrial blood. PPG waveform comprising of a pulsatile AC component synchronised to ach heart beat superimposed on a slowly varying DC component. Proper high pass filter has been used to reduce dominant low frequencies with no distortion in pulse shape. During experiment pulses were measured by placing index finger between the light emitter and photodetector and resultant visible pulse shape distortion were investigated Introduction A photoplethysmograph (PPG) is a device used to optically obtain a volumetric measurement of an organ. It is an qualitative measurement. Commoly measured volume changes that are caused by  Breathing  Blood forced into vessels such as arteries, veins, capillary  Pumping of heart Tissue or organ under investigation is bathed with a light of a suitable wavelength . Short wavelength of light are strongly absorbed by melanin. Window in the absorption spectra of water that allows visible red and near Infrared light to pass more easily, thereby facilitating the measurement of blood volume at these wavelengths. Thus, red and near infrared wavelengths are often chosen for PPG light sources. Illuminating light is reflected, absorbed and scattered in tissue and blood. This light is measured with photodiode which produces electrical signal. This received signal is assumed to be measure of volume changes due to localised blood flow. PPG can be operated in two modes; transmission mode and reflection mode. Transmission mode: The light source is placed on one side of organ and detector is situated on the opposite side of the organ. It is clearly illustrated in the following figure.
  • 4. Fig.1. Photoplethysmographyprobe usedin Transmissionmode Reflection mode: In this method, light source and photo detector are placed adjacent to each other. Photodetector is placed to receive the light reflection from the tissues or arterial blood . Fig.2. Photoplethysmographyprobe used inReflectionmode Signal generated by the phototodetector is amplified and used to generate corresponding photoplethysmograph. It has been proved that photoplethysmography can be a reliable tool to measure arterial blood flow to the feet in people with diabetes(fig.3) which are particularly prone to peripheral arterial disease.(C.Scanlon,2012) It is a non invasive technique to measure the arterial pulse waveform from either arterial wall deflection or force at the surface of the skin above a palpable vessel. Typically, sensors used in such technique are not directly calibrated in terms of pressure , but ideally respond proportionally to pressure. Sensors can called as volume sensors as they relies on the adjacent tissues surrounding the vessels as a non-deflecting
  • 5. frame of reference. Skin deflections directly above the vessel are then measured relative to a reference frame to represent arterial pressure. Moreover, pulse oximetry use the technique of PPG to estimate the oxygen saturation values. Incorporation of transreflectance PPG sensors has been reduced failure rate of pulse oximeter which is more in the case of conventional PPG signals. (Shafiq.M, 2012) Key factors that can that influence the amount of light received by photodetector such as blood volume, blood vessel wall movement and orientation of red blood cells(RBCs). Following diagram illustrates the arrangement of components to measure oxygen saturation using PPG probe. Fig.4 Block diagram of New multimode PPG processing system(Medical and biological engineering and computing,2012) Fig3.PPGfor measuringtoe bloodpressure
  • 6. Orientation effect has been demonstrated by recording pulsatile waveforms from dental pulp and in a glass tube where volumetric changes should not possible and more recently by Nas lund (2006) who detected pulsatile waveform in bone. As published by the K. Hamunen (2012),photoplethysmographic pulse wave amplitude (PPGA) and heart rate (HR) can be used to measure cold, nociception-induced autonomic responses. Principle states that correlation between intensity of experimental pain to changes in physiological variables represents the autonomic nervous system response to pain. Fig 5. Changes in PPGA after 43°C and 48°C heat stimuli in 29 volunteers. Thus,PPG based technology can be found in wide range of commercially available medical devices for measuring oxygen saturation,blood pressure,cardiac output,assessing autonomic function and also detecting peripheral vascular diseases. Methods Systematic arrangement of the electrical and optical components to build the complete Infrared Photoplethysmography system (PPG) system is shown in following fig.6. The complete circuitry consist of optical components, electrical filter building components and digital display devices to analyse data.
  • 7. Fig.6. Block diagram of the Infrared PPG system Sensor: Photodetector used to detect the scattered light from IRED is silicon photodiode. It works on the photoelectric effect and capable of converting light into current or voltage depending on mode of operation. The photodetector used in this experiment is a 5.2 mm² silicon photodiode with transimpedance amplifier in the form of a 8- pin TO99 metal package. (a) (b) Fig.7. (a)Symbol and outlook of silicone photodiode (b) Activation of diode by current source I-V amplifier: Transimpedance amplifier is used in connection with the photo detector to convert current generated by photodetector into voltage for further processing. Ideally it should have low input impedance to prevent any large value of voltage. In this experiment we have used 8- pin TO99 metal package as an I-V amplifier. Fig.8. Transimpedance I-V amplifier in inverting configuration
  • 8. Infrared emitter current driver circuit: It has been designed for constant current source using input operational amplifier in non -inverting configuration (TL 084) and a series NPN transistor. The output intensity is depends on forward current (40mA) flowing through IRED. Fig.9. IRED constant current source driver circuit Ideal Operational amplifier is characterised by : Parameter Ideal Op-amp Practical Op-amp Calculations: Circuit was mounted on breadboard as indicated in fig. Voltage of 9V is supplied with voltage source and voltage across R3 is taken as 5V assuming that voltage divides following voltage divider circuit and remaining 4 V passed through the op-amp. By Ohm’s law; R3 = V3 / I3 =5/ (40*10^-3
  • 9. R3 = 125 ohms By potential divider circuit, Voltage across R2; V2= (R1/R1+R2)*Vin 5V=(R1/R1+R2)*9V .....(1) Voltage acrossR1; V1=(R2/R1+R2)*Vin 4V= (R2/R1+R2)*9V .....(2) Solving equations (1) and (2) simultaneously for R1 and R2 we get; R1=2KOhms ; R2=2.5K Ohms So by proper selection of resistor values ensures the current of 40 mA flowing through the IRED which important for the further accurate performance. Filter Design: A circuit capable of selectively filtering one frequency or range of frequencies out of a mixture of different frequencies is called filters is designed. It only allows the fundamental waveform frequency to pass through, blocking all higher frequencies. Active filter built with active components such as transistors , op-amp with resistors and capacitors where passive filter includes passive components as resistors , capacitors , inductors. Filters have been used to split the AC and DC component of the photodetector I-V amplifier circuit. Fig.10. Band PassFilter circuit design with active and passive components
  • 10. 2-pole Low pass active Butterworth filter: Importance of this filter is to extract the AC component from combined ACand DC PPG signal. Frequency response of filter is depends on Gain /bandwidth product of the op-amp being used. (a) (b) Fig.11. (a) circuit designed for active low pass filter (b) frequency response (http://www.electronics-tutorials.ws/filter/filter_8.html) High pass passive filter: It is designed in order to block the DC component of the output. Selection of resistor and capacitor determines the breakpoint frequency; Calculations : High pass filter: It is given that C1=2.2μF, R1= 150K Ohm, Hence; cut –off frequency can be given as fc= 1/ (1/ (2п*R1*C1)= 0.482 Hz Cut-off frequency of high pass filter= 0.482 Hz Low pass active filter: Cut off frequency for low pass active filter is given by fc= 1/2 𝜋RC = 1/2 𝜋* 2.2Mohm*0.47uF= 0.15Hz Cut off frequency of low pass active filter= 0.15Hz
  • 11. 2-pole low pass Butterworth filter: Cut off frequency is given by fc = 1/(2 𝜋 √ 𝑅2𝑅3𝐶2𝐶3) = 19.40Hz Cut-off frequency of low pass Butterworth filter = 19.40 Hz Calculation of Gain of 2-pole low pass butterworth filter: Gain = (R5 + R4 ) / (R5) = 1.57 dB Gain of Butterworth 2 pole active low pass filter = 1.57 dB Results: The complete circuit consists of current driver , I-V amplifier and band pass filters is mounted on breadboard and supplied with corresponding values of voltages. Output is observed on the two channel digital oscilloscope . Fig. 12. Photograph of final circuit mounted on breadboard for PPG system The readings of output voltage and corresponding frequency in Hz are noted to plot the frequency response of the filter circuit as shown in fig.11. IRED constant currentdriver PhotodetectorandI-V amplifier Highpass and 2 pole ButterworthLow Passfilter , Active Low Pass filter Amplifier designed for 10x amplification
  • 12. Cut-off frequency is the frequency either above or below which power output of the circuit has fallen to a given proportion of power in passband. Most frequently this proportion is one half the passband power, also referred to as the 3 dB point since a fall of 3 dB corresponds approximately to half power. Cut off frequencies of band pass and low pass filters were found to be 0.459 Hz and 19.54 Hz respectively. Output from the filter is appears to be small so it is made pass through amplifier with gain 10 and amplified signal is sent to the oscilloscope. When the finger is placed in between emitter and diode waveform shows peaks at definite intervals as follows Fig.13. Typical PPG signal waveform observed on digital oscilloscope Discussion: PPG signal has been successfully obtained and our findings are in correlation with the previously published experimental measurements(Hertzman and Randall,1948). Pulse wave can be characterised in two phases; anacrotic phase being rising edge of pulse -8 -6 -4 -2 0 2 4 6 0 5 10 15 20 25 30 35 40 Gain(dB) Frequency (Hertz) Frequency Response
  • 13. concerned with systole and catacrotic phase being falling edge of the pulse concerned with diastole and wave reflections from periphery.(Hertzman and Spealman,1937). Phtoplethysmograph can be useful to diagnose cardiovascular patients. It becomes a non- invasive technique to measure relative blood volume changes in blood vessels close to skin.PPG signal of 10 patients was recorded from ear lobe. Five of them were ill patients with 2-Atrial flutter ,3 Post mayocardial infarction and remaining 5 were normal. By spectral analysis content of PPG signal found to be different for normal patient and subjects with abnormalities. (a) (b) Fig.12. PPG signal for (a) Atrial flutter patient (b) Post Mayocardial infraction patient It has shown that in normal subjects,PPG signal peaks coincide with the R peaks of ECG.This result states PPG can act as indicator of cardiac activity and R-R interval variability in abnormal subjects. It is important to maintain the temperature of the finger at 31 °C while measuring the finger PPG waveform . If temperature is less than 28°C to 30°C then false results may appear as output , in such case finger is warmed in hot water.(P.Lanzer) Distance between emitter and detector is maintained at 4 to 5mm as it provides best sensitivity in terms of detecting adequately large pulsatile photoplethysmographic signals.(Mandelson and Ochs,1988). Use of optical fibre for data communication can reduce noise level in output. However during lab experiment, in electronic design of filter noise can be reduced by severe approaches such as  Capacitive coupling – which proper selection of capacitor values  Avoiding grounding loops in circuit – this can be achieved by bringing all ground wires to same potential in a ground bus  Twisted pair wiring – which reduces electromagnetic dramatically. For proper selection of filters it is important to consider
  • 14.  Voltage and current that will pass through the filter  Frequency range specified to adequately reject all undesirable frequencies  Insertion loss determines degree of attenuation provided by filter  Pass-band impedance, capacitive – inductive input and output. Thus , by considering ambient temperature effects in addition to motion artefacts more precise PPG signal can obtained followed by accurate signal conditioning.
  • 15. References 1. Christopher Scanlon, Kris Park, David Mapletoft, Lindy Begg, and Joshua Burns, Interrater and intrarater reliability of photoplethysmography for measuring toe blood pressure and toe-brachial index in people with diabetes mellitus, Journal of foot and ankle research,2012 2. D. Johnson, J Hilburn,Rapid practical design of active filters ,1975 3. Shafiq.M, Investigation of photoplethysmographic signals and blood oxygen saturation values on healthy volunteers during cuff-induced hypoperfusion using a multimode PPG/SpO(2) sensor,Medical and biological engineering and computing,2012,pp 12-27 4. K. Hamunen, Effect of pain on autonomic nervous system indices derived from photoplethysmography in healthy volunteers, British Journal of Anaesthesia,2012,pp 838-44 5. H. Berlin,Design of active filters with experiments, Howard W. Sams and co., 1979 6. Hertzmann A B The blood supply of various skin areas as estimated byphotoelectric plethysmograph,Journal of physiology, 1938,pp328-40 7. Hertzmann A B and Dillon J B, Distinction between arterial, venous and flow components in photoelectric plethysmography in man, Journal of physiology, 1940, pp 177-85 8. Hertzmann A B , Randall W C , Regional differences in the basal and maximal rates if blood flow in the skin,J.Appl. Physiology, 1948, pp 234-41 9. Hertzmann A B, Spealman C R ,Observations on finger volume pulse recorded photoelectrically, J. Physiology,1937,pp 334-5 10. Hirai M,The reliability of photoelectric technique for measuring systolic blood pressure of the limb, VASA,1977, pp 215-9 11. Incze A, Lazar I , The use of light reflection rheography in diagnosing venous disease and arterial microcirculation, J.Int.Med-41, 2003, pp 35-40 12. Lindberg L G , Oberg P A, Photoplethysmography Part 2 : Influence of light source wavelength ,Med.Bio.Engg. comput.1993, pp 533-7 13. Mendelson Y ,Ochs B D , Noninvasive pulse oximetry utilizing skin reflectance photoplethysmography IEEE Trans BME, 1988, pp 798-805 14. Michard F, Changes in arterial pressure during mechanical ventilation , Anesthesiology, 2005,pp 419-28 15. Nitzan M, Vatine J J, Simultaneous measurement of the photoplethysmographic signal variability in the right and left hands,Lasers Med.Sci, 1998,pp 189-95 16. Partridge BL, use of pulse oximetry as a noninvasive indicator of intravascular volume status, J. Clinical Monit.1987, pp 263-8 17. Romano S M, Assessment of cardiac output from systemic arterial pressure in humans, Critical care Med. 2002, pp 1834-41 18. S. Franko, Design with Operational Amplifiers and Analog Integrated Circuits, Mc – Graw-Hill,1988
  • 16. 19. Spigulis J, Optical non invasive monitoring of skin blood pulsation, Applied Optics 4, 2005, pp1850-7 20. Stern R M , Ear lobe photoplethysmography,Psychophysiology(11),1974,pp 73-5 21. Shelley K H , Murray W B , Arterial pulse oximetry loops: a new method of monitoring vascular tone,J.Clinical Monit. 1997,pp 223-8 22. Webster J G , Design of pulse oximeters, Bristol Institute of Physics publishing,1997