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IJSRD - International Journal for Scientific Research & Development| Vol. 3, Issue 10, 2015 | ISSN (online): 2321-0613
All rights reserved by www.ijsrd.com 86
Portable ECG Monitoring System using Lilypad and Mobile Platform-
Panda Board
Prof. A S Gundale1
Gajanan D.Kulkarni2
1,2
Department of Electronics
1,2
Walchand Institute of Technology, Solapur, Maharashtra, India
Abstract— New wireless system for biomedical purposes
gives new possibilities for monitoring of essential function
in human being. Wearable biomedical sensors will give the
patient the freedom to be capable of moving readily and
still be under continuously monitoring regularity of
heartbeats identify any damage to the heart and devices used
to regulate the heart and thereby to better quality of patient
care. This paper describes a new concept for wireless and
portable electrocardiogram (ECG) sensor transmitting
signals to a monitoring station at the remote location within
specific range, and this concept is intended for monitoring
people with impairments in their cardiac activity. The
proposed work helps to overcome this problem. With the
advancement in Arduino and mobile technology, it is
possible to design a portable ECG device which capture
ECG of patient and monitor it on mobile platform. This
report goes over low power Arduino, mobile platform Panda
board and Zigbee technology to couple ECG over mobile
board.
Key words: ECG electrodes, ECG amplifier, Arduino
ATMEGA 2560, Zigbee, Pandaboard
I. INTRODUCTION
Electrocardiograms have long been used in the hospitals and
many health care centers to diagnose cardiac activities and
screen for heart disease. One of the leading developments in
telemedicine is the monitoring of patients with cardiac
disorders to judge abnormalities. ECG is used to measure
the heart rate and regularity of heartbeats, as well as the size
and position of the chambers, the presence of any damage to
the heart, with impairments in their cardiac activity and the
effects of drugs or devices used to regulate the heart [1].
Many years telemedicine research is going on to
develop reliable, affordable and accessible medical
instruments. The situation is made possible today with the
develop ment in the wireless technology and international
standards. Early detection of heart disease sign has
important significance for heart disease prevention and
timely treatment. Research which aims to provide
continuous monitoring of patients anywhere within the
hospital environment needs to be developed [2]. For
generating an ECG signal requires the use of electrodes to
be in contact with the human body where these electrodes
measures the bio potentials emanating from the heart. The
ECG sensor measures voltages that are produced by the
human body. These small voltages can be measured at the
skin of the wrists (Right, left) and leg through electrodes.
The voltages are amplified by the amplifier and transferred
to Measuring device. ECG is an expensive device and its use
for the measurement of the heart rate only is not economical.
The devices in the form of wrist watches are also available
for the measurement of the heart rate. Such devices can give
accurate measurements but their cost is usually in excess of
several hundred dollars [3-6].
This project is a step towards the preventative care
of health for cardiac patients. It aims to develop a smart
mobile ECG monitoring system that continuously monitors
cardiac activity of patient [1]. The system consists of
transmitter and receiver. The transmitter works with
Electrodes, ECG amplifier, Zigbee, Arduino. The body
voltage pick up by electrodes and given to amplifier. Data
acquisition of ECG signal is done in amplifier. Amplified
signal given to arduino. Zigbee used to send data from
transmitter section. At receiver section Zigbee receiver
receives signal and passes it to Pandaboard. Pandaboard is
nothing but mobile platform board. Ubuntu 12.04 operating
system installed in Pandaboard [7]. Using Qt creator ECG
signal will be displayed on the monitor.
II. METHODOLOGY
Fig.1 represents transmitter section. ECG electrodes
attached to the human body. The get amplify using data
acquisition system. Sensor leads will detect the weak
electric signal generated by the beating of the heart.
Amplifier AD8232 designed by sparkfun electronics. It has
three electrodes connections extended in order to attach
electrodes to amplifier. The output get from Ad8232 is
given to Lilypad arduino. Using Zigbee, ECG data can be
transmitted. Level shifter is used to drop voltage from 5v to
3.3v as per Zigbee standard [3].
Fig. 1: Sender Architecture
Receiver function is shown in Fig.2. The receiver
consists of Pandaboard, Zigbee and screen. At Zigbee
receiver data will be received. Ubuntu operating system
installed in Pandaboard. GUI for plotting ECG signal is to
be developed using Qt creator. The ECG signal will be
displayed on screen [7].
Fig. 2: Receiver Architecture
Portable ECG Monitoring System using Lilypad and Mobile Platform-Panda Board
(IJSRD/Vol. 3/Issue 10/2015/016)
All rights reserved by www.ijsrd.com 87
A. System Configuration
1) ECG Section
The data acquisition part of the monitoring system concerns
with the development of ECG sensor board which consists
of ECG electrodes and signal amplifying circuits. The task
is to acquire the data from the human body, amplify and
filter the signal before it is sent to its destination. The
AD8232 is an integrated signal conditioning block for ECG
and other bio potential measurement applications. It is
designed to extract, amplify, and filter small bio potential
signals in the presence of noisy conditions, such as those
created by motion or remote electrode placement. This
design allows for an ultralow power analog-to-digital
converter (ADC) or an embedded microcontroller to acquire
the output signal easily.
2) Applications
 Fitness and activity heart rate monitors
 Portable ECG
 Remote health monitors
 Gaming peripherals
 Biopotential signal acquisition
3) Arduino
The Arduino Mega 2560 is a microcontroller board based on
the ATmega2560. It has 54 digital input/output pins (of
which 15 can be used as PWM outputs), 16 analog inputs, 4
UARTs (hardware serial ports), a 16 MHz crystal oscillator,
a USB connection, a power jack, an ICSP header, and a
reset button. It contains everything needed to support the
microcontroller; simply connect it to a computer with a USB
cable or power it with an AC-to-DC adapter or battery to get
started. The Mega is compatible with most shields designed
for the Arduino Duemilanove or Diecimila. The Mega 2560
differs from all preceding boards in that it does not use the
FTDI USB-to-serial driver chip. Instead, it features the
ATmega16U2 (ATmega8U2 in the revision 1 and revision 2
boards) programmed as a USB-to-serial converter. The data
from AD8232 amplifier is given to Arduino. The data will
get in digital form. Using Zigbee data will be send to
receiver [7].
4) Zigbee
The Zigbee module serves as an end device, and establishes
a wireless connection with Zigbee receiver which has been
connected to PandaBoard. Zigbee Technology” is better
than Bluetooth, Infrared and Wi-Fi technology in terms of
ECG monitoring System which requires low data rates and
Zigbee is a low cost, low power, wireless mesh networking
standard. Zigbee can control 2^16 devices at a time and has
the data transfer rate of 250kbps.ZigBee is also complaint
with IEEE 802.15.4-2003 standard [8].
5) Pandaboard
The data from transmitter is to be collected by Zigbee
interfaced with PandaBoard at receiver side. The
Pandaboard is an open source mobile software development
platform and is a one-of-a-kind, low cost, open mobile
software development platform that enables fast, easy and
highly extensible development [10]. A robust, fully-engaged
community of Linux focused experts supports the board via
the dedicated site online, PandaBoard.org. Ideal for the
development and enhancement of feature-rich mobile
platforms and products, PandaBoard can support various
Linux based operating systems such as Android, Chrome,
MeeGo and Ubuntu. PandaBoard is based on the
OMAP4430 applications processor from Texas Instruments
Inc. (TI), which features the dual-core ARM® Cortex™-A9
MPCore™ (each core running up to 1GHz).The digital data
from Zigbee will be plotted by installing Qt creator on
Pandaboard [11].
6) Qt Creator
Qt uses standard C++ with extensions including signals and
slots that simplify handling of events, and this helps in
development of both GUI and server applications which
receive their own set of event information and should
process them accordingly. Qt supports many compilers,
including the GCC C++ compiler and the Visual Studio
suite. Qt also provides a declarative scripting language
called QML that allows using JavaScript to provide the
logic. With Qt Quick, rapid application development for
mobile devices became possible, although logic can be
written with native code as well to achieve the best possible
performance. Qt can be used in several other programming
languages via language bindings. It runs on the major
desktop platforms and some of the mobile platforms. It has
extensive internationalization support. Non-GUI features
include SQL database access, XML parsing, JSON parsing,
thread management and network support. The serial data get
at serial port of Pandaboard. GUI of ECG signal created in
this section [12-14].
III. SYSTEM DESIGN
Fig. 3: Receiver Setup
IV. RESULT
In this project we have designed wireless system for
biomedical field. The electrodes attached to human body.
The data acquisition made on these signals and passes
towards Arduino. Using Zigbee transmitter data will send at
receiver. Receiver consists of Zigbee receiver and
Pandaboard. Using Qt creator GUI is design to plot ECG
waveforms. This system designed to monitor ECG data.
Fig. 4: ECG of Age 5
Portable ECG Monitoring System using Lilypad and Mobile Platform-Panda Board
(IJSRD/Vol. 3/Issue 10/2015/016)
All rights reserved by www.ijsrd.com 88
Fig. 5: ECG of Age 9
Fig. 6: ECG of Age 15
Fig. 7: ECG of Age 19
Fig. 8:. ECG of Age 24
Fig. 9: ECG of Age 30
Fig. 10: ECG of Age 35
Fig. 11: ECG of Age 44
Fig. 12: ECG of Age 53
Fig. 13: ECG of Age 63
V. CONCLUSION
1) The developed unit shows satisfactory performance in
ECG measurement of various age groups.
2) The results (QRS measurements) are fairly accurate &
stable and observed accuracy is more than 90 %.
3) The system has maximum response time of 3 seconds,
which is very much acceptable in ECG measurements.
4) The system has low power consumption of about 858
mW and works on input voltage of 5V
5) The offered solution is a low cost solution.
6) The system gives good isolation and electric shock
protections because of low power requirement. The
system shows CMRR of 26 dbs which removes noise
in input supply.
7) As panda board is a mobile board, the smart phone
(works on Ubuntu) can be used in place of panda
board.
ACKNOWLEDGEMENT
I would like to express the deepest appreciation to all those
who are involved directly or indirectly in this work. First
and foremost, I am sincerely thankful to Dr. S. R. Gengaje,
Head of Department of Electronics engineering Walchand
Institute of Technology Solapur, for his invaluable support,
suggestion and constant help to complete this work in a
successful manner. I would like to convey our sincere
thanks to management and supportive staff of Walchand
Institute of Technology, Solapur for encouraging us to come
up with this paper work.
REFERENCES
[1] Rune Fensli,”A wearable ECG-recording system for
continuous Arrhythmia monitoring in a wireless Tele-
Home-Care situation” 18th
IEEE International
Symposium on computer Based-Medical System,
Dublin, June 23-24, 2005
[2] Gunnarson, E, “wireless ECG system for continuous
event recording and communication to a clinical alarm
station” Engineering in Medicine and Biology Society,
2004. IEMBS '04. 26th Annual International
Conference of the IEEE (Volume:1 )
[3] Youngjoon Kim “Design and Implementation of a
Ubiquitous ECG Monitoring System Using SIP and the
Portable ECG Monitoring System using Lilypad and Mobile Platform-Panda Board
(IJSRD/Vol. 3/Issue 10/2015/016)
All rights reserved by www.ijsrd.com 89
Zigbee Network” Future Generation Communication
and Networking (FGCN 2007) (Volume:2 )
[4] Long Yan, “A Low-Power Portable ECG touch Sensor
with two Dry Metal Contact Electrodes” JOURNAL
OF SEMICONDUCTOR TECHNOLOGY AND
SCIENCE, VOL.10, NO.4, DECEMBER, 2010
[5] Naazneen M. G., “Design and Implementation of ECG
Monitoring and Heart Rate Measurement System”
International Journal of Engineering Science and
Innovative Technology (IJESIT) Volume 2, Issue 3,
May 2013
[6] Khalifa AlSharqi,“Zigbee Based Wearable Remote
Healthcare Monitoring System For Elderly Patients”
International Journal of Wireless & Mobile Networks
(IJWMN) Vol. 6, No. 3, June 2014
[7] Szakacs-Simon, P. “Signal conditioning techniques for
health monitoring devices” Telecommunications and
Signal Processing (TSP), 2012 35th International
Conference IEEE xplore
[8] Torbjörn Svangård “An Evaluation of the PandaBoard
as a Set-Top-Box in an Android Environment”Uppsala
Universitet
[9] Ramu R, “Real-Time Monitoring of ECG using Zigbee
Technology” International Journal of Engineering and
Advanced Technology (IJEAT) ISSN: 2249 – 8958,
Volume-3 Issue-6, August 2014
[10]MRP Reddy “Study of PandaBoard and Interfacing
with Peripherals” International Journal of Emerging
Technology and Advanced Engineering Website:
www.ijetae.com (ISSN 2250-2459, ISO 9001:2008
Certified Journal, Volume 3, Issue 11, November
2013)
[11]“OMAPTM 4 PandaBoard System Reference Manual”,
https://www.pandaboard,org
[12]Mahri, N. “Extracting features similar to QT interval
from second derivatives of photoplethysmography: A
feasibility study” Biomedical Engineering and
Sciences (IECBES), 2014 IEEE Conference
[13]Getting Started With Qt http:// nickguthrie .com
/embedd_gui/doc/doc/Getting%20Started%20with%20
Qt.pdf
[14]Meste, O.,“Estimation and Modeling of QT-Interval
Adaptation to Heart Rate Changes”, Biomedical
Engineering, IEEE Transactions
on (Volume:59 Issue: 4 )

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Portable ECG Monitoring System using Lilypad And Mobile Platform-PandaBoard

  • 1. IJSRD - International Journal for Scientific Research & Development| Vol. 3, Issue 10, 2015 | ISSN (online): 2321-0613 All rights reserved by www.ijsrd.com 86 Portable ECG Monitoring System using Lilypad and Mobile Platform- Panda Board Prof. A S Gundale1 Gajanan D.Kulkarni2 1,2 Department of Electronics 1,2 Walchand Institute of Technology, Solapur, Maharashtra, India Abstract— New wireless system for biomedical purposes gives new possibilities for monitoring of essential function in human being. Wearable biomedical sensors will give the patient the freedom to be capable of moving readily and still be under continuously monitoring regularity of heartbeats identify any damage to the heart and devices used to regulate the heart and thereby to better quality of patient care. This paper describes a new concept for wireless and portable electrocardiogram (ECG) sensor transmitting signals to a monitoring station at the remote location within specific range, and this concept is intended for monitoring people with impairments in their cardiac activity. The proposed work helps to overcome this problem. With the advancement in Arduino and mobile technology, it is possible to design a portable ECG device which capture ECG of patient and monitor it on mobile platform. This report goes over low power Arduino, mobile platform Panda board and Zigbee technology to couple ECG over mobile board. Key words: ECG electrodes, ECG amplifier, Arduino ATMEGA 2560, Zigbee, Pandaboard I. INTRODUCTION Electrocardiograms have long been used in the hospitals and many health care centers to diagnose cardiac activities and screen for heart disease. One of the leading developments in telemedicine is the monitoring of patients with cardiac disorders to judge abnormalities. ECG is used to measure the heart rate and regularity of heartbeats, as well as the size and position of the chambers, the presence of any damage to the heart, with impairments in their cardiac activity and the effects of drugs or devices used to regulate the heart [1]. Many years telemedicine research is going on to develop reliable, affordable and accessible medical instruments. The situation is made possible today with the develop ment in the wireless technology and international standards. Early detection of heart disease sign has important significance for heart disease prevention and timely treatment. Research which aims to provide continuous monitoring of patients anywhere within the hospital environment needs to be developed [2]. For generating an ECG signal requires the use of electrodes to be in contact with the human body where these electrodes measures the bio potentials emanating from the heart. The ECG sensor measures voltages that are produced by the human body. These small voltages can be measured at the skin of the wrists (Right, left) and leg through electrodes. The voltages are amplified by the amplifier and transferred to Measuring device. ECG is an expensive device and its use for the measurement of the heart rate only is not economical. The devices in the form of wrist watches are also available for the measurement of the heart rate. Such devices can give accurate measurements but their cost is usually in excess of several hundred dollars [3-6]. This project is a step towards the preventative care of health for cardiac patients. It aims to develop a smart mobile ECG monitoring system that continuously monitors cardiac activity of patient [1]. The system consists of transmitter and receiver. The transmitter works with Electrodes, ECG amplifier, Zigbee, Arduino. The body voltage pick up by electrodes and given to amplifier. Data acquisition of ECG signal is done in amplifier. Amplified signal given to arduino. Zigbee used to send data from transmitter section. At receiver section Zigbee receiver receives signal and passes it to Pandaboard. Pandaboard is nothing but mobile platform board. Ubuntu 12.04 operating system installed in Pandaboard [7]. Using Qt creator ECG signal will be displayed on the monitor. II. METHODOLOGY Fig.1 represents transmitter section. ECG electrodes attached to the human body. The get amplify using data acquisition system. Sensor leads will detect the weak electric signal generated by the beating of the heart. Amplifier AD8232 designed by sparkfun electronics. It has three electrodes connections extended in order to attach electrodes to amplifier. The output get from Ad8232 is given to Lilypad arduino. Using Zigbee, ECG data can be transmitted. Level shifter is used to drop voltage from 5v to 3.3v as per Zigbee standard [3]. Fig. 1: Sender Architecture Receiver function is shown in Fig.2. The receiver consists of Pandaboard, Zigbee and screen. At Zigbee receiver data will be received. Ubuntu operating system installed in Pandaboard. GUI for plotting ECG signal is to be developed using Qt creator. The ECG signal will be displayed on screen [7]. Fig. 2: Receiver Architecture
  • 2. Portable ECG Monitoring System using Lilypad and Mobile Platform-Panda Board (IJSRD/Vol. 3/Issue 10/2015/016) All rights reserved by www.ijsrd.com 87 A. System Configuration 1) ECG Section The data acquisition part of the monitoring system concerns with the development of ECG sensor board which consists of ECG electrodes and signal amplifying circuits. The task is to acquire the data from the human body, amplify and filter the signal before it is sent to its destination. The AD8232 is an integrated signal conditioning block for ECG and other bio potential measurement applications. It is designed to extract, amplify, and filter small bio potential signals in the presence of noisy conditions, such as those created by motion or remote electrode placement. This design allows for an ultralow power analog-to-digital converter (ADC) or an embedded microcontroller to acquire the output signal easily. 2) Applications  Fitness and activity heart rate monitors  Portable ECG  Remote health monitors  Gaming peripherals  Biopotential signal acquisition 3) Arduino The Arduino Mega 2560 is a microcontroller board based on the ATmega2560. It has 54 digital input/output pins (of which 15 can be used as PWM outputs), 16 analog inputs, 4 UARTs (hardware serial ports), a 16 MHz crystal oscillator, a USB connection, a power jack, an ICSP header, and a reset button. It contains everything needed to support the microcontroller; simply connect it to a computer with a USB cable or power it with an AC-to-DC adapter or battery to get started. The Mega is compatible with most shields designed for the Arduino Duemilanove or Diecimila. The Mega 2560 differs from all preceding boards in that it does not use the FTDI USB-to-serial driver chip. Instead, it features the ATmega16U2 (ATmega8U2 in the revision 1 and revision 2 boards) programmed as a USB-to-serial converter. The data from AD8232 amplifier is given to Arduino. The data will get in digital form. Using Zigbee data will be send to receiver [7]. 4) Zigbee The Zigbee module serves as an end device, and establishes a wireless connection with Zigbee receiver which has been connected to PandaBoard. Zigbee Technology” is better than Bluetooth, Infrared and Wi-Fi technology in terms of ECG monitoring System which requires low data rates and Zigbee is a low cost, low power, wireless mesh networking standard. Zigbee can control 2^16 devices at a time and has the data transfer rate of 250kbps.ZigBee is also complaint with IEEE 802.15.4-2003 standard [8]. 5) Pandaboard The data from transmitter is to be collected by Zigbee interfaced with PandaBoard at receiver side. The Pandaboard is an open source mobile software development platform and is a one-of-a-kind, low cost, open mobile software development platform that enables fast, easy and highly extensible development [10]. A robust, fully-engaged community of Linux focused experts supports the board via the dedicated site online, PandaBoard.org. Ideal for the development and enhancement of feature-rich mobile platforms and products, PandaBoard can support various Linux based operating systems such as Android, Chrome, MeeGo and Ubuntu. PandaBoard is based on the OMAP4430 applications processor from Texas Instruments Inc. (TI), which features the dual-core ARM® Cortex™-A9 MPCore™ (each core running up to 1GHz).The digital data from Zigbee will be plotted by installing Qt creator on Pandaboard [11]. 6) Qt Creator Qt uses standard C++ with extensions including signals and slots that simplify handling of events, and this helps in development of both GUI and server applications which receive their own set of event information and should process them accordingly. Qt supports many compilers, including the GCC C++ compiler and the Visual Studio suite. Qt also provides a declarative scripting language called QML that allows using JavaScript to provide the logic. With Qt Quick, rapid application development for mobile devices became possible, although logic can be written with native code as well to achieve the best possible performance. Qt can be used in several other programming languages via language bindings. It runs on the major desktop platforms and some of the mobile platforms. It has extensive internationalization support. Non-GUI features include SQL database access, XML parsing, JSON parsing, thread management and network support. The serial data get at serial port of Pandaboard. GUI of ECG signal created in this section [12-14]. III. SYSTEM DESIGN Fig. 3: Receiver Setup IV. RESULT In this project we have designed wireless system for biomedical field. The electrodes attached to human body. The data acquisition made on these signals and passes towards Arduino. Using Zigbee transmitter data will send at receiver. Receiver consists of Zigbee receiver and Pandaboard. Using Qt creator GUI is design to plot ECG waveforms. This system designed to monitor ECG data. Fig. 4: ECG of Age 5
  • 3. Portable ECG Monitoring System using Lilypad and Mobile Platform-Panda Board (IJSRD/Vol. 3/Issue 10/2015/016) All rights reserved by www.ijsrd.com 88 Fig. 5: ECG of Age 9 Fig. 6: ECG of Age 15 Fig. 7: ECG of Age 19 Fig. 8:. ECG of Age 24 Fig. 9: ECG of Age 30 Fig. 10: ECG of Age 35 Fig. 11: ECG of Age 44 Fig. 12: ECG of Age 53 Fig. 13: ECG of Age 63 V. CONCLUSION 1) The developed unit shows satisfactory performance in ECG measurement of various age groups. 2) The results (QRS measurements) are fairly accurate & stable and observed accuracy is more than 90 %. 3) The system has maximum response time of 3 seconds, which is very much acceptable in ECG measurements. 4) The system has low power consumption of about 858 mW and works on input voltage of 5V 5) The offered solution is a low cost solution. 6) The system gives good isolation and electric shock protections because of low power requirement. The system shows CMRR of 26 dbs which removes noise in input supply. 7) As panda board is a mobile board, the smart phone (works on Ubuntu) can be used in place of panda board. ACKNOWLEDGEMENT I would like to express the deepest appreciation to all those who are involved directly or indirectly in this work. First and foremost, I am sincerely thankful to Dr. S. R. Gengaje, Head of Department of Electronics engineering Walchand Institute of Technology Solapur, for his invaluable support, suggestion and constant help to complete this work in a successful manner. I would like to convey our sincere thanks to management and supportive staff of Walchand Institute of Technology, Solapur for encouraging us to come up with this paper work. REFERENCES [1] Rune Fensli,”A wearable ECG-recording system for continuous Arrhythmia monitoring in a wireless Tele- Home-Care situation” 18th IEEE International Symposium on computer Based-Medical System, Dublin, June 23-24, 2005 [2] Gunnarson, E, “wireless ECG system for continuous event recording and communication to a clinical alarm station” Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE (Volume:1 ) [3] Youngjoon Kim “Design and Implementation of a Ubiquitous ECG Monitoring System Using SIP and the
  • 4. Portable ECG Monitoring System using Lilypad and Mobile Platform-Panda Board (IJSRD/Vol. 3/Issue 10/2015/016) All rights reserved by www.ijsrd.com 89 Zigbee Network” Future Generation Communication and Networking (FGCN 2007) (Volume:2 ) [4] Long Yan, “A Low-Power Portable ECG touch Sensor with two Dry Metal Contact Electrodes” JOURNAL OF SEMICONDUCTOR TECHNOLOGY AND SCIENCE, VOL.10, NO.4, DECEMBER, 2010 [5] Naazneen M. G., “Design and Implementation of ECG Monitoring and Heart Rate Measurement System” International Journal of Engineering Science and Innovative Technology (IJESIT) Volume 2, Issue 3, May 2013 [6] Khalifa AlSharqi,“Zigbee Based Wearable Remote Healthcare Monitoring System For Elderly Patients” International Journal of Wireless & Mobile Networks (IJWMN) Vol. 6, No. 3, June 2014 [7] Szakacs-Simon, P. “Signal conditioning techniques for health monitoring devices” Telecommunications and Signal Processing (TSP), 2012 35th International Conference IEEE xplore [8] Torbjörn Svangård “An Evaluation of the PandaBoard as a Set-Top-Box in an Android Environment”Uppsala Universitet [9] Ramu R, “Real-Time Monitoring of ECG using Zigbee Technology” International Journal of Engineering and Advanced Technology (IJEAT) ISSN: 2249 – 8958, Volume-3 Issue-6, August 2014 [10]MRP Reddy “Study of PandaBoard and Interfacing with Peripherals” International Journal of Emerging Technology and Advanced Engineering Website: www.ijetae.com (ISSN 2250-2459, ISO 9001:2008 Certified Journal, Volume 3, Issue 11, November 2013) [11]“OMAPTM 4 PandaBoard System Reference Manual”, https://www.pandaboard,org [12]Mahri, N. “Extracting features similar to QT interval from second derivatives of photoplethysmography: A feasibility study” Biomedical Engineering and Sciences (IECBES), 2014 IEEE Conference [13]Getting Started With Qt http:// nickguthrie .com /embedd_gui/doc/doc/Getting%20Started%20with%20 Qt.pdf [14]Meste, O.,“Estimation and Modeling of QT-Interval Adaptation to Heart Rate Changes”, Biomedical Engineering, IEEE Transactions on (Volume:59 Issue: 4 )