SlideShare ist ein Scribd-Unternehmen logo
1 von 6
Downloaden Sie, um offline zu lesen
International Journal of Engineering Research and Development
e-ISSN: 2278-067X, p-ISSN: 2278-800X, www.ijerd.com
Volume 8, Issue 4 (August 2013), PP.47-52
47
Intelligent Pillow for Heart Rate Monitor
Everlyn Chiang Hai Yin, V. Muthukumar
Faculty of Engineering and Computer Technology, AIMST University
Abstract:- The aim of the project is to develop intelligent pillow to monitor the heart rate by using fiber optical
sensor. The research is focused upon allowing more automation of patient care, an especially important matter
for the elder population or bedridden patients, which is a rapidly growing fraction of much of the world
population today. The fiber-optical sensor is built into pillow. Patients can determine their heart rate by just
lying on the pillow and the device will not cause any disturbance to patients and at the same time still
monitoring the heart rate. ECG electrodes and finger clip / ear lobe clip probes (using IR LED and photodiode
technology) are commonly used for monitoring heart rate. Unfortunately, they are inconvenient and inadequate
for long-term, everyday measurements. Fiber-optical sensing overcomes many of these challenges by using light
rather than electricity and standard optical fiber in place of copper wire. Optical fibers are nonconductive,
electrically passive, immune to electromagnetic interference (EMI)-induced noise, and able to transmit data over
long distances with little or no loss in signal integrity. Using the concept of light and the benefits of using fiber
optical sensors to detect the heart rate, PPG(photoplethysmogram) is being used in this project. A
photoplethysmogram (PPG) is an optically obtained plethysmogram, a volumetric measurement of an organ. A
PPG is often obtained by using a pulse oximeter which illuminates the skin and measures changes in light
absorption (Shelley and Shelley, 2001).
Keywords:- fiber optical sensor, heart rate, IR LED, photodiode/phototransistor, photoplethysmogram, PPG,
pulse oximeter.
I. INTRODUCTION
ECG electrodes and pulse oximeter (using finger clips) are being used for heart rate monitoring today
and unfortunately, they are inconvenient and inadequate for long-term, everyday measurements. They are not
encouraged to be implemented under bed or pillows as dangerous electric shock might hurt the patients easily.
By considering the advantages of using fiber-optical sensors, it is well suited to be implemented under the
pillow to detect human‟s heart rate. The goal of this research project:
1)To design small, simple and safe fiber optic sensor and heart rate system to be implemented under the pillow.
2)To design low powered heart rate that will provide an accurate reading of one‟s heart rate.
3)To design an operating system of the project. To develop the control system that will receive the input signal
for determine the process that it must execute to give out the desired output.
II. FIBER OPTICAL PPG SENSORS
General principle of such devices is that light from a laser (often a single-frequency fiber laser) or from
a super luminescent source is sent through an optical fiber, experiences subtle changes of its parameters either in
the fiber or in one or several fiber Bragg gratings, and then reaches a detector arrangement which measures
these changes.
PPG (photoplethysmography) can be done in two methods: transmittance and reflectance of light. In
transmittance, the light is shone through the tissue using an infrared LED and is detected on the other end using
a photo detector/phototransistor. In contrast, in reflectance method, both infrared LED and photo
detector/phototransistor are allocated at the same side to detect the light reflected by the tissue.
Compared with other types of sensors, fiber-optic sensors exhibit a number of advantages:
 They consist of electrically insulating materials (no electric cables are required), which makes possible their
use e.g. in high-voltage environments.
 They can be safely used in explosive environments, because there is no risk of electrical sparks, even in the
case of defects.
 They are immune to electromagnetic interference (EMI), even to nearby lightning strikes, and do not
themselves electrically disturb other devices.
 Their materials can be chemically passive, i.e., do not contaminate their surroundings and are not subject to
corrosion.
 They have a very wide operating temperature range (much wider than is possible for electronic devices).
Intelligent Pillow for Heart Rate Monitor
48
 They have multiplexing capabilities: multiple sensors in a single fiber line can be interrogated with a single
optical source.
The advantages of using fiber optical sensors have proven the sensors are safe enough to be
implemented under the pillow where humans or patients need to sleep on top of it for long term.
Fiber optical sensors are basically made up of fiber optical cables, either the cable itself works as a sensor or it
can work as a probe.
There are two types of fiber optics: multi-mode and single mode. In multi-mode fibers, the core
diameter is greater than the core diameter of single-mode fibers, making the light to have several propagation
modes. Multi-mode fibers can be classified into graded-index and step-index. They are normally used as short-
distance fibers. Whereas for single-mode fibers, they are used in long distance cables, but they require
connectors with better precision and expensive devices. On this kind of fiber, the light has only one way of
travelling inside the fiber core.
Figure 1: Multi-mode and Single-mode
Figure 2: Step-index and Graded-index (Multi-mode)
Fiber optic cables are widely used in transferring data in high speed, single-mode fiber optic is the best
solution for this fast data transmission but due to its expensive cost, multi-mode fiber optic is being used instead
because of its cheaper cost, however only graded-index is widely used compared to step-index due to its
decrease in modal dispersion. Therefore, step-index fiber optic can be considered as the cheapest fiber optics
among the others. Since this project is just using the concept of light to detect the human‟s heart rate and not en-
coding any data into the light, so it is sufficient enough to use step-index multi-mode fiber optics as it has a
cheaper cost.
III. RESEARCH METHOD
Fiber optic cables are commonly expensive and the project does not need to use fiber optic cables with
high qualities. Fiber optic cables with multi-mode and step-index is sufficient enough in this project. The
wavelength of the infrared is 950nm. Infrared light which is in the 850-1000 nm wavelength light band is found
to be most widely researched for this application. Reflection configuration is selected compared to transmission
configuration as it can detect any area of human skin as it only uses the concept of reflection of light which
reflects from the surface of the human skin.
Intelligent Pillow for Heart Rate Monitor
49
Figure 3: AC and DC components of fiber optic PPG
Both arterial blood volumetric changes and venous blood volume changes are considered as the AC
component, so fiber optic PPG consists of two components: AC component and DC component. Unfortunately,
AC component is relatively weaker compared to DC component. Before light reaches the phototransistor, it
needs to pass through various tissue constituents such as skin, bone muscle etc resulting in a constant DC offset
to the signal. Optical density is the measure of the transmission of an optical medium for a given wavelength.
AC component of the fiber optic PPG signals is the only component required to measure the heart beat, so DC
component of the signal needs to be filtered out completely and then the AC component of the signal must be
amplified until a sufficient voltage level. Once the PPG signals are acquired after filtering and amplifying, each
peak of the voltage signal will act as a DC input to the micro-controller for software running. Filtering and
amplifying using high pass filter and active low pass filter.
Figure 4: Passive high pass filter and active low pass filter
In order to solve the possible interruption to the fiber optical sensors, an effort of securing the fiber
optical cables is needed. Longer fiber optical cables might cause more disturbances, so by using shorter fiber
optic cables, it will limit the amount of noises to the signals. Both the surface of the fiber optic probe has to be
equally aligned for better sensing. A precision drilled wooden piece was made for experiment purpose.
Figure 5: A precision drilled wooden piece for experiment purpose
Providing comfort to consumers was taken as priority while implementing the boards under the pillow.
Intelligent Pillow for Heart Rate Monitor
50
Figure 6: Intelligent pillow
Figure 7: Position of fiber optic sensor
This pillow was temporarily used as a prototype only as this project was not concentrating on the
design of the physical look of the pillow. The current sensor‟s position was sufficient to detect the heart rate
from sensor, but due to its fixed position, different sleeping postures might affect the measurement of heart rate.
For future improvement, external accessory can be included to connect with the sensor to provide flexibility,
which acts like a sticker and can be attached to any areas according to the consumer‟s preference.
IV. RESULTS AND ANALYSIS
This project was based on test-driven design procedures. Though the methodology of the solution was
conceptually designed, the practical implementation involved testing and improving each of the stages as part of
its progress. Various testing procedures were part of the project even from the first phase, such as when the
phototransistor was tested for its sensitivity. Other testing procedures included comparison of active and passive
filters. Other procedures such as longevity and stress tests were also executed on the final completed circuit in
order to ensure its safety and reliability. The data collected was subsequently processed by the software
component of this project and the results were compared with those of the commercial heart rate monitor.
Fiber optic PPG signals acquired after testing :
Figure 8: Fiber optic PPG signals 1
Intelligent Pillow for Heart Rate Monitor
51
Figure 9: Fiber optic PPG signals 2
The dicrotic notch of the PPG signals is clearly visible, in addition to other details such as sharply
rising systolic peak and slowly settling diastolic foot. Different individuals will display different shapes of PPG
signals but the concept of the signals is still the same.
Figure 10: PPG signals from commercial heart rate monitor 1
Figure 11: PPG signals from commercial heart rate monitor 2
Results are compatible with other PPG signals from current available heart rate monitor.
V. CONCLUSIONS
The numerous challenges encountered during this time only improved the design procedures and can
be seen as necessary catalysts. The biometrics of heart rate produced by this intelligent pillow is important
additions to those bedridden patients and for great convenience to serve as significant indicators of the health of
the individual. Although the accuracy of the measurements may not be as accurate as ECG or advanced pulse
dosimeters, they are still very close to the actual results and can be used in trend analysis if not in clinical
diagnosis. The strength of this project lies in the portability and comfort ability to the consumers who are
concern about their heart rate at all times including when they sleep.
If given more time to work on this project, the project could be further improved in various ways. Fiber
optic sensors in the intelligent pillow can be used to detect blood oxygen saturation or blood pressure and not
only the heart rate. The throughput of the TCP/IP server or wireless system can be implemented to allow for
richer parallel data acquisition by remote clients.
In conclusion, the project can be further improved in various ways that can make it more user-friendly
and accurate for better market value. It can become a good accessory to the user in tracking their health and the
health of the ones they are concerned about. It can also become a good addition to the automated infrastructures
already in place in hospitals.
Intelligent Pillow for Heart Rate Monitor
52
ACKNOWLEDGMENT
Financial support for this study was provided by Faculty of Engineering and Computer Technology
from AIMST University. The authors wish to thank Advisor Prof.Ernest Teiko Larmie, Faculty of Medicine,
whose being very supportive, giving stimulating suggestions and encouragement.
REFERENCES
[1] Optical Fibre Sensors Embedded into technical Textile for Healthcare, “Optical fibre sensors for
medical applications”
[2] Venu Gopal Madhav Annamdas1,2, “Review on Developments in Fiber Optical Sensors and
Applications”, International Journal of Materials Engineering 2011; 1(1): 1-16
[3] W B Spillman Jr1,2, M Mayer1, J Bennett1, J Gong1,K E Meissner1, B Davis1, R O Claus1, A A
Muelenaer Jr1 and X Xu1, “A „smart‟ bed for non-intrusive monitoring of patient physiological
factors”, Received 24 December 2003, in final form 24 February 2004, Published 19 July 2004
[4] William Spillman, chair, Jimmy Ritter, Guy Indebetouw, “Dual Processing Spatially Distributed
Integrating Fiber Optic Sensors for Non-intrusive Patient Monitoring”, April 21 2005 Blacksburg,
Virginia
[5] John Allen, “Photoplethysmography and its application in clinical physiological measurement”,
Received 8 October 2006, accepted for publication 24 January 2007, Published 20 February 2007,
Regional Medical Physics Department, Freeman Hospital, Newcastle upon Tyne NE7 7DN, UK
[6] Janis Spigulis, Renars Erts, Vladimirs Nikiforovs and Edgars Kviesis-Kipge, “Wearable wireless
photoplethysmography sensors”, Bio-optics and Fiber Optics Laboratory, Institute of Atomic Physics
and Spectroscopy University of Latvia, Raina Blvd. 19, Riga, LV-1586, Latvia

Weitere ähnliche Inhalte

Was ist angesagt?

Iisrt ramkumar
Iisrt ramkumarIisrt ramkumar
Iisrt ramkumarIISRT
 
fNIRS and Brain Computer Interface for Communication
fNIRS and Brain Computer Interface for CommunicationfNIRS and Brain Computer Interface for Communication
fNIRS and Brain Computer Interface for CommunicationInsideScientific
 
Brain computer interface based
Brain computer interface basedBrain computer interface based
Brain computer interface basedMohammed Saeed
 
BRAIN COMPUTER INTERFACE(BCI)
BRAIN COMPUTER INTERFACE(BCI)BRAIN COMPUTER INTERFACE(BCI)
BRAIN COMPUTER INTERFACE(BCI)josnapv
 
The Emerging World of Neuroprosthetics
The Emerging World of NeuroprostheticsThe Emerging World of Neuroprosthetics
The Emerging World of NeuroprostheticsPratik Jain
 
dfg_gepris_projekt_101024871
dfg_gepris_projekt_101024871dfg_gepris_projekt_101024871
dfg_gepris_projekt_101024871Taha Sultan
 
NEUROPROSTHETICS
NEUROPROSTHETICSNEUROPROSTHETICS
NEUROPROSTHETICSHaris Tyeb
 
Neurotechnology Webinar Series: Dementia Biodesign
Neurotechnology Webinar Series: Dementia BiodesignNeurotechnology Webinar Series: Dementia Biodesign
Neurotechnology Webinar Series: Dementia BiodesignKTN
 
Correlation Analysis of Electromyogram Signals
Correlation Analysis of Electromyogram SignalsCorrelation Analysis of Electromyogram Signals
Correlation Analysis of Electromyogram SignalsIJMTST Journal
 
Neural interfacing
Neural interfacingNeural interfacing
Neural interfacingBrujath Bru
 

Was ist angesagt? (18)

Iisrt ramkumar
Iisrt ramkumarIisrt ramkumar
Iisrt ramkumar
 
K44095156
K44095156K44095156
K44095156
 
Neuralink white-paper. Elon Musk & Neuralink
Neuralink white-paper. Elon Musk & NeuralinkNeuralink white-paper. Elon Musk & Neuralink
Neuralink white-paper. Elon Musk & Neuralink
 
fNIRS and Brain Computer Interface for Communication
fNIRS and Brain Computer Interface for CommunicationfNIRS and Brain Computer Interface for Communication
fNIRS and Brain Computer Interface for Communication
 
Rpaper
RpaperRpaper
Rpaper
 
Brain computer interface based
Brain computer interface basedBrain computer interface based
Brain computer interface based
 
Nanomaterials
NanomaterialsNanomaterials
Nanomaterials
 
BRAIN COMPUTER INTERFACE(BCI)
BRAIN COMPUTER INTERFACE(BCI)BRAIN COMPUTER INTERFACE(BCI)
BRAIN COMPUTER INTERFACE(BCI)
 
The Emerging World of Neuroprosthetics
The Emerging World of NeuroprostheticsThe Emerging World of Neuroprosthetics
The Emerging World of Neuroprosthetics
 
dfg_gepris_projekt_101024871
dfg_gepris_projekt_101024871dfg_gepris_projekt_101024871
dfg_gepris_projekt_101024871
 
Hs2014 bci mi
Hs2014 bci miHs2014 bci mi
Hs2014 bci mi
 
NEUROPROSTHETICS
NEUROPROSTHETICSNEUROPROSTHETICS
NEUROPROSTHETICS
 
Neurotechnology Webinar Series: Dementia Biodesign
Neurotechnology Webinar Series: Dementia BiodesignNeurotechnology Webinar Series: Dementia Biodesign
Neurotechnology Webinar Series: Dementia Biodesign
 
Correlation Analysis of Electromyogram Signals
Correlation Analysis of Electromyogram SignalsCorrelation Analysis of Electromyogram Signals
Correlation Analysis of Electromyogram Signals
 
Open BCI
Open BCIOpen BCI
Open BCI
 
Neuroprosthetics
NeuroprostheticsNeuroprosthetics
Neuroprosthetics
 
Neural interfacing
Neural interfacingNeural interfacing
Neural interfacing
 
Final report-1
Final report-1Final report-1
Final report-1
 

Andere mochten auch

International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)IJERD Editor
 
International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)IJERD Editor
 
International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)IJERD Editor
 
International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)IJERD Editor
 
International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)IJERD Editor
 

Andere mochten auch (6)

International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)
 
International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)
 
International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)
 
International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)
 
Belinda
BelindaBelinda
Belinda
 
International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)
 

Ähnlich wie International Journal of Engineering Research and Development (IJERD)

Sensor Stick walking aid for the blinds
Sensor Stick walking aid for the blindsSensor Stick walking aid for the blinds
Sensor Stick walking aid for the blindsIJRES Journal
 
Adaptive Weight Computation Processor for Medical Ultrasound Beam former: VLS...
Adaptive Weight Computation Processor for Medical Ultrasound Beam former: VLS...Adaptive Weight Computation Processor for Medical Ultrasound Beam former: VLS...
Adaptive Weight Computation Processor for Medical Ultrasound Beam former: VLS...iosrjce
 
Automation of wheel chair using ultrasonics and kinematics03
Automation of wheel chair using ultrasonics and kinematics03Automation of wheel chair using ultrasonics and kinematics03
Automation of wheel chair using ultrasonics and kinematics03meridaelinor
 
GPS and GSM enabled Smart Blind Stick.pdf
GPS and GSM enabled Smart Blind Stick.pdfGPS and GSM enabled Smart Blind Stick.pdf
GPS and GSM enabled Smart Blind Stick.pdfssuserbfa471
 
International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)ijceronline
 
IRJET- Wireless Healthcare Monitoring using Android Phones
IRJET- Wireless Healthcare Monitoring using Android PhonesIRJET- Wireless Healthcare Monitoring using Android Phones
IRJET- Wireless Healthcare Monitoring using Android PhonesIRJET Journal
 
A biologically inspired cmos image sensor
A biologically inspired cmos image sensorA biologically inspired cmos image sensor
A biologically inspired cmos image sensorSpringer
 
A biologically inspired cmos image sensor
A biologically inspired cmos image sensorA biologically inspired cmos image sensor
A biologically inspired cmos image sensorSpringer
 
74485052-SMART-SENSOR-Seminar-Report.pdf
74485052-SMART-SENSOR-Seminar-Report.pdf74485052-SMART-SENSOR-Seminar-Report.pdf
74485052-SMART-SENSOR-Seminar-Report.pdfsunadstar
 
Pentagonal shaped microstrip patch antenna in wireless capsule endoscopy system
Pentagonal shaped microstrip patch antenna in wireless capsule endoscopy systemPentagonal shaped microstrip patch antenna in wireless capsule endoscopy system
Pentagonal shaped microstrip patch antenna in wireless capsule endoscopy systemcscpconf
 
IRJET- Motion Based Message Conveyor for Physically Disabled People
IRJET-  	  Motion Based Message Conveyor for Physically Disabled PeopleIRJET-  	  Motion Based Message Conveyor for Physically Disabled People
IRJET- Motion Based Message Conveyor for Physically Disabled PeopleIRJET Journal
 
Advanced Detectable And Foldable Blind Stick.
Advanced Detectable And Foldable Blind Stick.Advanced Detectable And Foldable Blind Stick.
Advanced Detectable And Foldable Blind Stick.IRJET Journal
 
IRJET- Bemythirdeye- A Smart Electronic Blind Stick with Goggles
IRJET- Bemythirdeye- A Smart Electronic Blind Stick with GogglesIRJET- Bemythirdeye- A Smart Electronic Blind Stick with Goggles
IRJET- Bemythirdeye- A Smart Electronic Blind Stick with GogglesIRJET Journal
 

Ähnlich wie International Journal of Engineering Research and Development (IJERD) (20)

Sensor Stick walking aid for the blinds
Sensor Stick walking aid for the blindsSensor Stick walking aid for the blinds
Sensor Stick walking aid for the blinds
 
C010611619
C010611619C010611619
C010611619
 
Adaptive Weight Computation Processor for Medical Ultrasound Beam former: VLS...
Adaptive Weight Computation Processor for Medical Ultrasound Beam former: VLS...Adaptive Weight Computation Processor for Medical Ultrasound Beam former: VLS...
Adaptive Weight Computation Processor for Medical Ultrasound Beam former: VLS...
 
Fiber optic sensor
Fiber optic sensorFiber optic sensor
Fiber optic sensor
 
Automation of wheel chair using ultrasonics and kinematics03
Automation of wheel chair using ultrasonics and kinematics03Automation of wheel chair using ultrasonics and kinematics03
Automation of wheel chair using ultrasonics and kinematics03
 
GPS and GSM enabled Smart Blind Stick.pdf
GPS and GSM enabled Smart Blind Stick.pdfGPS and GSM enabled Smart Blind Stick.pdf
GPS and GSM enabled Smart Blind Stick.pdf
 
International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)
 
IRJET- Wireless Healthcare Monitoring using Android Phones
IRJET- Wireless Healthcare Monitoring using Android PhonesIRJET- Wireless Healthcare Monitoring using Android Phones
IRJET- Wireless Healthcare Monitoring using Android Phones
 
pill camera report
pill camera reportpill camera report
pill camera report
 
A biologically inspired cmos image sensor
A biologically inspired cmos image sensorA biologically inspired cmos image sensor
A biologically inspired cmos image sensor
 
A biologically inspired cmos image sensor
A biologically inspired cmos image sensorA biologically inspired cmos image sensor
A biologically inspired cmos image sensor
 
74485052-SMART-SENSOR-Seminar-Report.pdf
74485052-SMART-SENSOR-Seminar-Report.pdf74485052-SMART-SENSOR-Seminar-Report.pdf
74485052-SMART-SENSOR-Seminar-Report.pdf
 
Industrial Safety Measurement using Sensors and Voice Announcement
Industrial Safety Measurement using Sensors and Voice AnnouncementIndustrial Safety Measurement using Sensors and Voice Announcement
Industrial Safety Measurement using Sensors and Voice Announcement
 
Pentagonal shaped microstrip patch antenna in wireless capsule endoscopy system
Pentagonal shaped microstrip patch antenna in wireless capsule endoscopy systemPentagonal shaped microstrip patch antenna in wireless capsule endoscopy system
Pentagonal shaped microstrip patch antenna in wireless capsule endoscopy system
 
Report
ReportReport
Report
 
IRJET- Motion Based Message Conveyor for Physically Disabled People
IRJET-  	  Motion Based Message Conveyor for Physically Disabled PeopleIRJET-  	  Motion Based Message Conveyor for Physically Disabled People
IRJET- Motion Based Message Conveyor for Physically Disabled People
 
Advanced Detectable And Foldable Blind Stick.
Advanced Detectable And Foldable Blind Stick.Advanced Detectable And Foldable Blind Stick.
Advanced Detectable And Foldable Blind Stick.
 
IRJET- Bemythirdeye- A Smart Electronic Blind Stick with Goggles
IRJET- Bemythirdeye- A Smart Electronic Blind Stick with GogglesIRJET- Bemythirdeye- A Smart Electronic Blind Stick with Goggles
IRJET- Bemythirdeye- A Smart Electronic Blind Stick with Goggles
 
07969712.pdf
07969712.pdf07969712.pdf
07969712.pdf
 
final project ppt
final project pptfinal project ppt
final project ppt
 

Mehr von IJERD Editor

A Novel Method for Prevention of Bandwidth Distributed Denial of Service Attacks
A Novel Method for Prevention of Bandwidth Distributed Denial of Service AttacksA Novel Method for Prevention of Bandwidth Distributed Denial of Service Attacks
A Novel Method for Prevention of Bandwidth Distributed Denial of Service AttacksIJERD Editor
 
MEMS MICROPHONE INTERFACE
MEMS MICROPHONE INTERFACEMEMS MICROPHONE INTERFACE
MEMS MICROPHONE INTERFACEIJERD Editor
 
Influence of tensile behaviour of slab on the structural Behaviour of shear c...
Influence of tensile behaviour of slab on the structural Behaviour of shear c...Influence of tensile behaviour of slab on the structural Behaviour of shear c...
Influence of tensile behaviour of slab on the structural Behaviour of shear c...IJERD Editor
 
Gold prospecting using Remote Sensing ‘A case study of Sudan’
Gold prospecting using Remote Sensing ‘A case study of Sudan’Gold prospecting using Remote Sensing ‘A case study of Sudan’
Gold prospecting using Remote Sensing ‘A case study of Sudan’IJERD Editor
 
Reducing Corrosion Rate by Welding Design
Reducing Corrosion Rate by Welding DesignReducing Corrosion Rate by Welding Design
Reducing Corrosion Rate by Welding DesignIJERD Editor
 
Router 1X3 – RTL Design and Verification
Router 1X3 – RTL Design and VerificationRouter 1X3 – RTL Design and Verification
Router 1X3 – RTL Design and VerificationIJERD Editor
 
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...IJERD Editor
 
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVR
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVRMitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVR
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVRIJERD Editor
 
Study on the Fused Deposition Modelling In Additive Manufacturing
Study on the Fused Deposition Modelling In Additive ManufacturingStudy on the Fused Deposition Modelling In Additive Manufacturing
Study on the Fused Deposition Modelling In Additive ManufacturingIJERD Editor
 
Spyware triggering system by particular string value
Spyware triggering system by particular string valueSpyware triggering system by particular string value
Spyware triggering system by particular string valueIJERD Editor
 
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...IJERD Editor
 
Secure Image Transmission for Cloud Storage System Using Hybrid Scheme
Secure Image Transmission for Cloud Storage System Using Hybrid SchemeSecure Image Transmission for Cloud Storage System Using Hybrid Scheme
Secure Image Transmission for Cloud Storage System Using Hybrid SchemeIJERD Editor
 
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...IJERD Editor
 
Gesture Gaming on the World Wide Web Using an Ordinary Web Camera
Gesture Gaming on the World Wide Web Using an Ordinary Web CameraGesture Gaming on the World Wide Web Using an Ordinary Web Camera
Gesture Gaming on the World Wide Web Using an Ordinary Web CameraIJERD Editor
 
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...IJERD Editor
 
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...IJERD Editor
 
Moon-bounce: A Boon for VHF Dxing
Moon-bounce: A Boon for VHF DxingMoon-bounce: A Boon for VHF Dxing
Moon-bounce: A Boon for VHF DxingIJERD Editor
 
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...IJERD Editor
 
Importance of Measurements in Smart Grid
Importance of Measurements in Smart GridImportance of Measurements in Smart Grid
Importance of Measurements in Smart GridIJERD Editor
 
Study of Macro level Properties of SCC using GGBS and Lime stone powder
Study of Macro level Properties of SCC using GGBS and Lime stone powderStudy of Macro level Properties of SCC using GGBS and Lime stone powder
Study of Macro level Properties of SCC using GGBS and Lime stone powderIJERD Editor
 

Mehr von IJERD Editor (20)

A Novel Method for Prevention of Bandwidth Distributed Denial of Service Attacks
A Novel Method for Prevention of Bandwidth Distributed Denial of Service AttacksA Novel Method for Prevention of Bandwidth Distributed Denial of Service Attacks
A Novel Method for Prevention of Bandwidth Distributed Denial of Service Attacks
 
MEMS MICROPHONE INTERFACE
MEMS MICROPHONE INTERFACEMEMS MICROPHONE INTERFACE
MEMS MICROPHONE INTERFACE
 
Influence of tensile behaviour of slab on the structural Behaviour of shear c...
Influence of tensile behaviour of slab on the structural Behaviour of shear c...Influence of tensile behaviour of slab on the structural Behaviour of shear c...
Influence of tensile behaviour of slab on the structural Behaviour of shear c...
 
Gold prospecting using Remote Sensing ‘A case study of Sudan’
Gold prospecting using Remote Sensing ‘A case study of Sudan’Gold prospecting using Remote Sensing ‘A case study of Sudan’
Gold prospecting using Remote Sensing ‘A case study of Sudan’
 
Reducing Corrosion Rate by Welding Design
Reducing Corrosion Rate by Welding DesignReducing Corrosion Rate by Welding Design
Reducing Corrosion Rate by Welding Design
 
Router 1X3 – RTL Design and Verification
Router 1X3 – RTL Design and VerificationRouter 1X3 – RTL Design and Verification
Router 1X3 – RTL Design and Verification
 
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...
 
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVR
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVRMitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVR
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVR
 
Study on the Fused Deposition Modelling In Additive Manufacturing
Study on the Fused Deposition Modelling In Additive ManufacturingStudy on the Fused Deposition Modelling In Additive Manufacturing
Study on the Fused Deposition Modelling In Additive Manufacturing
 
Spyware triggering system by particular string value
Spyware triggering system by particular string valueSpyware triggering system by particular string value
Spyware triggering system by particular string value
 
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...
 
Secure Image Transmission for Cloud Storage System Using Hybrid Scheme
Secure Image Transmission for Cloud Storage System Using Hybrid SchemeSecure Image Transmission for Cloud Storage System Using Hybrid Scheme
Secure Image Transmission for Cloud Storage System Using Hybrid Scheme
 
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...
 
Gesture Gaming on the World Wide Web Using an Ordinary Web Camera
Gesture Gaming on the World Wide Web Using an Ordinary Web CameraGesture Gaming on the World Wide Web Using an Ordinary Web Camera
Gesture Gaming on the World Wide Web Using an Ordinary Web Camera
 
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...
 
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...
 
Moon-bounce: A Boon for VHF Dxing
Moon-bounce: A Boon for VHF DxingMoon-bounce: A Boon for VHF Dxing
Moon-bounce: A Boon for VHF Dxing
 
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...
 
Importance of Measurements in Smart Grid
Importance of Measurements in Smart GridImportance of Measurements in Smart Grid
Importance of Measurements in Smart Grid
 
Study of Macro level Properties of SCC using GGBS and Lime stone powder
Study of Macro level Properties of SCC using GGBS and Lime stone powderStudy of Macro level Properties of SCC using GGBS and Lime stone powder
Study of Macro level Properties of SCC using GGBS and Lime stone powder
 

Kürzlich hochgeladen

Business Model Canvas (BMC)- A new venture concept
Business Model Canvas (BMC)-  A new venture conceptBusiness Model Canvas (BMC)-  A new venture concept
Business Model Canvas (BMC)- A new venture conceptP&CO
 
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfDr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfAdmir Softic
 
Marel Q1 2024 Investor Presentation from May 8, 2024
Marel Q1 2024 Investor Presentation from May 8, 2024Marel Q1 2024 Investor Presentation from May 8, 2024
Marel Q1 2024 Investor Presentation from May 8, 2024Marel
 
SEO Case Study: How I Increased SEO Traffic & Ranking by 50-60% in 6 Months
SEO Case Study: How I Increased SEO Traffic & Ranking by 50-60%  in 6 MonthsSEO Case Study: How I Increased SEO Traffic & Ranking by 50-60%  in 6 Months
SEO Case Study: How I Increased SEO Traffic & Ranking by 50-60% in 6 MonthsIndeedSEO
 
Al Mizhar Dubai Escorts +971561403006 Escorts Service In Al Mizhar
Al Mizhar Dubai Escorts +971561403006 Escorts Service In Al MizharAl Mizhar Dubai Escorts +971561403006 Escorts Service In Al Mizhar
Al Mizhar Dubai Escorts +971561403006 Escorts Service In Al Mizharallensay1
 
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...lizamodels9
 
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...amitlee9823
 
Falcon Invoice Discounting: The best investment platform in india for investors
Falcon Invoice Discounting: The best investment platform in india for investorsFalcon Invoice Discounting: The best investment platform in india for investors
Falcon Invoice Discounting: The best investment platform in india for investorsFalcon Invoice Discounting
 
Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...
Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...
Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...Sheetaleventcompany
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756dollysharma2066
 
Famous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st CenturyFamous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st Centuryrwgiffor
 
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRLBAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRLkapoorjyoti4444
 
Falcon's Invoice Discounting: Your Path to Prosperity
Falcon's Invoice Discounting: Your Path to ProsperityFalcon's Invoice Discounting: Your Path to Prosperity
Falcon's Invoice Discounting: Your Path to Prosperityhemanthkumar470700
 
Organizational Transformation Lead with Culture
Organizational Transformation Lead with CultureOrganizational Transformation Lead with Culture
Organizational Transformation Lead with CultureSeta Wicaksana
 
Lundin Gold - Q1 2024 Conference Call Presentation (Revised)
Lundin Gold - Q1 2024 Conference Call Presentation (Revised)Lundin Gold - Q1 2024 Conference Call Presentation (Revised)
Lundin Gold - Q1 2024 Conference Call Presentation (Revised)Adnet Communications
 
Whitefield CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
Whitefield CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRLWhitefield CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
Whitefield CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRLkapoorjyoti4444
 
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...allensay1
 
Eluru Call Girls Service ☎ ️93326-06886 ❤️‍🔥 Enjoy 24/7 Escort Service
Eluru Call Girls Service ☎ ️93326-06886 ❤️‍🔥 Enjoy 24/7 Escort ServiceEluru Call Girls Service ☎ ️93326-06886 ❤️‍🔥 Enjoy 24/7 Escort Service
Eluru Call Girls Service ☎ ️93326-06886 ❤️‍🔥 Enjoy 24/7 Escort ServiceDamini Dixit
 

Kürzlich hochgeladen (20)

Business Model Canvas (BMC)- A new venture concept
Business Model Canvas (BMC)-  A new venture conceptBusiness Model Canvas (BMC)-  A new venture concept
Business Model Canvas (BMC)- A new venture concept
 
(Anamika) VIP Call Girls Napur Call Now 8617697112 Napur Escorts 24x7
(Anamika) VIP Call Girls Napur Call Now 8617697112 Napur Escorts 24x7(Anamika) VIP Call Girls Napur Call Now 8617697112 Napur Escorts 24x7
(Anamika) VIP Call Girls Napur Call Now 8617697112 Napur Escorts 24x7
 
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfDr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
 
Marel Q1 2024 Investor Presentation from May 8, 2024
Marel Q1 2024 Investor Presentation from May 8, 2024Marel Q1 2024 Investor Presentation from May 8, 2024
Marel Q1 2024 Investor Presentation from May 8, 2024
 
SEO Case Study: How I Increased SEO Traffic & Ranking by 50-60% in 6 Months
SEO Case Study: How I Increased SEO Traffic & Ranking by 50-60%  in 6 MonthsSEO Case Study: How I Increased SEO Traffic & Ranking by 50-60%  in 6 Months
SEO Case Study: How I Increased SEO Traffic & Ranking by 50-60% in 6 Months
 
Al Mizhar Dubai Escorts +971561403006 Escorts Service In Al Mizhar
Al Mizhar Dubai Escorts +971561403006 Escorts Service In Al MizharAl Mizhar Dubai Escorts +971561403006 Escorts Service In Al Mizhar
Al Mizhar Dubai Escorts +971561403006 Escorts Service In Al Mizhar
 
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
 
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
 
Falcon Invoice Discounting: The best investment platform in india for investors
Falcon Invoice Discounting: The best investment platform in india for investorsFalcon Invoice Discounting: The best investment platform in india for investors
Falcon Invoice Discounting: The best investment platform in india for investors
 
Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...
Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...
Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
 
Famous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st CenturyFamous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st Century
 
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRLBAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
 
Falcon Invoice Discounting platform in india
Falcon Invoice Discounting platform in indiaFalcon Invoice Discounting platform in india
Falcon Invoice Discounting platform in india
 
Falcon's Invoice Discounting: Your Path to Prosperity
Falcon's Invoice Discounting: Your Path to ProsperityFalcon's Invoice Discounting: Your Path to Prosperity
Falcon's Invoice Discounting: Your Path to Prosperity
 
Organizational Transformation Lead with Culture
Organizational Transformation Lead with CultureOrganizational Transformation Lead with Culture
Organizational Transformation Lead with Culture
 
Lundin Gold - Q1 2024 Conference Call Presentation (Revised)
Lundin Gold - Q1 2024 Conference Call Presentation (Revised)Lundin Gold - Q1 2024 Conference Call Presentation (Revised)
Lundin Gold - Q1 2024 Conference Call Presentation (Revised)
 
Whitefield CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
Whitefield CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRLWhitefield CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
Whitefield CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
 
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...
 
Eluru Call Girls Service ☎ ️93326-06886 ❤️‍🔥 Enjoy 24/7 Escort Service
Eluru Call Girls Service ☎ ️93326-06886 ❤️‍🔥 Enjoy 24/7 Escort ServiceEluru Call Girls Service ☎ ️93326-06886 ❤️‍🔥 Enjoy 24/7 Escort Service
Eluru Call Girls Service ☎ ️93326-06886 ❤️‍🔥 Enjoy 24/7 Escort Service
 

International Journal of Engineering Research and Development (IJERD)

  • 1. International Journal of Engineering Research and Development e-ISSN: 2278-067X, p-ISSN: 2278-800X, www.ijerd.com Volume 8, Issue 4 (August 2013), PP.47-52 47 Intelligent Pillow for Heart Rate Monitor Everlyn Chiang Hai Yin, V. Muthukumar Faculty of Engineering and Computer Technology, AIMST University Abstract:- The aim of the project is to develop intelligent pillow to monitor the heart rate by using fiber optical sensor. The research is focused upon allowing more automation of patient care, an especially important matter for the elder population or bedridden patients, which is a rapidly growing fraction of much of the world population today. The fiber-optical sensor is built into pillow. Patients can determine their heart rate by just lying on the pillow and the device will not cause any disturbance to patients and at the same time still monitoring the heart rate. ECG electrodes and finger clip / ear lobe clip probes (using IR LED and photodiode technology) are commonly used for monitoring heart rate. Unfortunately, they are inconvenient and inadequate for long-term, everyday measurements. Fiber-optical sensing overcomes many of these challenges by using light rather than electricity and standard optical fiber in place of copper wire. Optical fibers are nonconductive, electrically passive, immune to electromagnetic interference (EMI)-induced noise, and able to transmit data over long distances with little or no loss in signal integrity. Using the concept of light and the benefits of using fiber optical sensors to detect the heart rate, PPG(photoplethysmogram) is being used in this project. A photoplethysmogram (PPG) is an optically obtained plethysmogram, a volumetric measurement of an organ. A PPG is often obtained by using a pulse oximeter which illuminates the skin and measures changes in light absorption (Shelley and Shelley, 2001). Keywords:- fiber optical sensor, heart rate, IR LED, photodiode/phototransistor, photoplethysmogram, PPG, pulse oximeter. I. INTRODUCTION ECG electrodes and pulse oximeter (using finger clips) are being used for heart rate monitoring today and unfortunately, they are inconvenient and inadequate for long-term, everyday measurements. They are not encouraged to be implemented under bed or pillows as dangerous electric shock might hurt the patients easily. By considering the advantages of using fiber-optical sensors, it is well suited to be implemented under the pillow to detect human‟s heart rate. The goal of this research project: 1)To design small, simple and safe fiber optic sensor and heart rate system to be implemented under the pillow. 2)To design low powered heart rate that will provide an accurate reading of one‟s heart rate. 3)To design an operating system of the project. To develop the control system that will receive the input signal for determine the process that it must execute to give out the desired output. II. FIBER OPTICAL PPG SENSORS General principle of such devices is that light from a laser (often a single-frequency fiber laser) or from a super luminescent source is sent through an optical fiber, experiences subtle changes of its parameters either in the fiber or in one or several fiber Bragg gratings, and then reaches a detector arrangement which measures these changes. PPG (photoplethysmography) can be done in two methods: transmittance and reflectance of light. In transmittance, the light is shone through the tissue using an infrared LED and is detected on the other end using a photo detector/phototransistor. In contrast, in reflectance method, both infrared LED and photo detector/phototransistor are allocated at the same side to detect the light reflected by the tissue. Compared with other types of sensors, fiber-optic sensors exhibit a number of advantages:  They consist of electrically insulating materials (no electric cables are required), which makes possible their use e.g. in high-voltage environments.  They can be safely used in explosive environments, because there is no risk of electrical sparks, even in the case of defects.  They are immune to electromagnetic interference (EMI), even to nearby lightning strikes, and do not themselves electrically disturb other devices.  Their materials can be chemically passive, i.e., do not contaminate their surroundings and are not subject to corrosion.  They have a very wide operating temperature range (much wider than is possible for electronic devices).
  • 2. Intelligent Pillow for Heart Rate Monitor 48  They have multiplexing capabilities: multiple sensors in a single fiber line can be interrogated with a single optical source. The advantages of using fiber optical sensors have proven the sensors are safe enough to be implemented under the pillow where humans or patients need to sleep on top of it for long term. Fiber optical sensors are basically made up of fiber optical cables, either the cable itself works as a sensor or it can work as a probe. There are two types of fiber optics: multi-mode and single mode. In multi-mode fibers, the core diameter is greater than the core diameter of single-mode fibers, making the light to have several propagation modes. Multi-mode fibers can be classified into graded-index and step-index. They are normally used as short- distance fibers. Whereas for single-mode fibers, they are used in long distance cables, but they require connectors with better precision and expensive devices. On this kind of fiber, the light has only one way of travelling inside the fiber core. Figure 1: Multi-mode and Single-mode Figure 2: Step-index and Graded-index (Multi-mode) Fiber optic cables are widely used in transferring data in high speed, single-mode fiber optic is the best solution for this fast data transmission but due to its expensive cost, multi-mode fiber optic is being used instead because of its cheaper cost, however only graded-index is widely used compared to step-index due to its decrease in modal dispersion. Therefore, step-index fiber optic can be considered as the cheapest fiber optics among the others. Since this project is just using the concept of light to detect the human‟s heart rate and not en- coding any data into the light, so it is sufficient enough to use step-index multi-mode fiber optics as it has a cheaper cost. III. RESEARCH METHOD Fiber optic cables are commonly expensive and the project does not need to use fiber optic cables with high qualities. Fiber optic cables with multi-mode and step-index is sufficient enough in this project. The wavelength of the infrared is 950nm. Infrared light which is in the 850-1000 nm wavelength light band is found to be most widely researched for this application. Reflection configuration is selected compared to transmission configuration as it can detect any area of human skin as it only uses the concept of reflection of light which reflects from the surface of the human skin.
  • 3. Intelligent Pillow for Heart Rate Monitor 49 Figure 3: AC and DC components of fiber optic PPG Both arterial blood volumetric changes and venous blood volume changes are considered as the AC component, so fiber optic PPG consists of two components: AC component and DC component. Unfortunately, AC component is relatively weaker compared to DC component. Before light reaches the phototransistor, it needs to pass through various tissue constituents such as skin, bone muscle etc resulting in a constant DC offset to the signal. Optical density is the measure of the transmission of an optical medium for a given wavelength. AC component of the fiber optic PPG signals is the only component required to measure the heart beat, so DC component of the signal needs to be filtered out completely and then the AC component of the signal must be amplified until a sufficient voltage level. Once the PPG signals are acquired after filtering and amplifying, each peak of the voltage signal will act as a DC input to the micro-controller for software running. Filtering and amplifying using high pass filter and active low pass filter. Figure 4: Passive high pass filter and active low pass filter In order to solve the possible interruption to the fiber optical sensors, an effort of securing the fiber optical cables is needed. Longer fiber optical cables might cause more disturbances, so by using shorter fiber optic cables, it will limit the amount of noises to the signals. Both the surface of the fiber optic probe has to be equally aligned for better sensing. A precision drilled wooden piece was made for experiment purpose. Figure 5: A precision drilled wooden piece for experiment purpose Providing comfort to consumers was taken as priority while implementing the boards under the pillow.
  • 4. Intelligent Pillow for Heart Rate Monitor 50 Figure 6: Intelligent pillow Figure 7: Position of fiber optic sensor This pillow was temporarily used as a prototype only as this project was not concentrating on the design of the physical look of the pillow. The current sensor‟s position was sufficient to detect the heart rate from sensor, but due to its fixed position, different sleeping postures might affect the measurement of heart rate. For future improvement, external accessory can be included to connect with the sensor to provide flexibility, which acts like a sticker and can be attached to any areas according to the consumer‟s preference. IV. RESULTS AND ANALYSIS This project was based on test-driven design procedures. Though the methodology of the solution was conceptually designed, the practical implementation involved testing and improving each of the stages as part of its progress. Various testing procedures were part of the project even from the first phase, such as when the phototransistor was tested for its sensitivity. Other testing procedures included comparison of active and passive filters. Other procedures such as longevity and stress tests were also executed on the final completed circuit in order to ensure its safety and reliability. The data collected was subsequently processed by the software component of this project and the results were compared with those of the commercial heart rate monitor. Fiber optic PPG signals acquired after testing : Figure 8: Fiber optic PPG signals 1
  • 5. Intelligent Pillow for Heart Rate Monitor 51 Figure 9: Fiber optic PPG signals 2 The dicrotic notch of the PPG signals is clearly visible, in addition to other details such as sharply rising systolic peak and slowly settling diastolic foot. Different individuals will display different shapes of PPG signals but the concept of the signals is still the same. Figure 10: PPG signals from commercial heart rate monitor 1 Figure 11: PPG signals from commercial heart rate monitor 2 Results are compatible with other PPG signals from current available heart rate monitor. V. CONCLUSIONS The numerous challenges encountered during this time only improved the design procedures and can be seen as necessary catalysts. The biometrics of heart rate produced by this intelligent pillow is important additions to those bedridden patients and for great convenience to serve as significant indicators of the health of the individual. Although the accuracy of the measurements may not be as accurate as ECG or advanced pulse dosimeters, they are still very close to the actual results and can be used in trend analysis if not in clinical diagnosis. The strength of this project lies in the portability and comfort ability to the consumers who are concern about their heart rate at all times including when they sleep. If given more time to work on this project, the project could be further improved in various ways. Fiber optic sensors in the intelligent pillow can be used to detect blood oxygen saturation or blood pressure and not only the heart rate. The throughput of the TCP/IP server or wireless system can be implemented to allow for richer parallel data acquisition by remote clients. In conclusion, the project can be further improved in various ways that can make it more user-friendly and accurate for better market value. It can become a good accessory to the user in tracking their health and the health of the ones they are concerned about. It can also become a good addition to the automated infrastructures already in place in hospitals.
  • 6. Intelligent Pillow for Heart Rate Monitor 52 ACKNOWLEDGMENT Financial support for this study was provided by Faculty of Engineering and Computer Technology from AIMST University. The authors wish to thank Advisor Prof.Ernest Teiko Larmie, Faculty of Medicine, whose being very supportive, giving stimulating suggestions and encouragement. REFERENCES [1] Optical Fibre Sensors Embedded into technical Textile for Healthcare, “Optical fibre sensors for medical applications” [2] Venu Gopal Madhav Annamdas1,2, “Review on Developments in Fiber Optical Sensors and Applications”, International Journal of Materials Engineering 2011; 1(1): 1-16 [3] W B Spillman Jr1,2, M Mayer1, J Bennett1, J Gong1,K E Meissner1, B Davis1, R O Claus1, A A Muelenaer Jr1 and X Xu1, “A „smart‟ bed for non-intrusive monitoring of patient physiological factors”, Received 24 December 2003, in final form 24 February 2004, Published 19 July 2004 [4] William Spillman, chair, Jimmy Ritter, Guy Indebetouw, “Dual Processing Spatially Distributed Integrating Fiber Optic Sensors for Non-intrusive Patient Monitoring”, April 21 2005 Blacksburg, Virginia [5] John Allen, “Photoplethysmography and its application in clinical physiological measurement”, Received 8 October 2006, accepted for publication 24 January 2007, Published 20 February 2007, Regional Medical Physics Department, Freeman Hospital, Newcastle upon Tyne NE7 7DN, UK [6] Janis Spigulis, Renars Erts, Vladimirs Nikiforovs and Edgars Kviesis-Kipge, “Wearable wireless photoplethysmography sensors”, Bio-optics and Fiber Optics Laboratory, Institute of Atomic Physics and Spectroscopy University of Latvia, Raina Blvd. 19, Riga, LV-1586, Latvia