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IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_________________________________________________________________________________________
Volume: 03 Issue: 04 | Apr-2014, Available @ http://www.ijret.org 515
TRANSMISSION OF ARM BASED REAL TIME ECG FOR MONITORING
REMOTELY LOCATED PATIENT
Ketaki N. Patil1
, P. C. Bhaskar2
1
Mtech Student, Electronics Engineering, Department of Technology, Shivaji University, Maharashtra, India
2
Professor, Electronics Engineering, Department of Technology, Shivaji University, Maharashtra, India
Abstract
The development of patient monitoring system is of great importance in today’s stressed and busy world where people even don’t have
time to visit doctors again and again. The need of instant medical help is also increasing day by day and can be achieved with
wireless technology thereby motivating for wireless patient monitoring system. Also among all the diseases Cardiovascular is one that
accounts for high mortality rate across the globe. So, the proposed system uses the key concept of wireless sensor network and focuses
on ECG signal. This system relies on 3 lead ECG clamp to capture real time ECG of the patient and GSM/GPRS SIM300 module for
real time wireless transmission. . Since, we are dealing with an important parameter that is ECG data integrity is must and is
accomplished using TCP protocol. The main processing element used is ARM7 and ECG signal is efficiently received on PC in
MATLAB at doctor workstation.
Keywords: Wireless sensor network (WSN), 3 lead ECG clamp, Sim300, TCP protocol and ARM7.
-----------------------------------------------------------------------***-------------------------------------------------------------------
1. INTRODUCTION
In many cases, Patient requires continuous monitoring and
essentially needs lengthy stay in hospitals which is again
becoming costly now days.
Traditional monitoring system allows continuous monitoring
of vital parameters which require the sensors to be connected
to bedside machines or PCs, and patient is essentially confined
to bed. However, today’s busy world and increase in sudden
death events motivates for a monitoring system that
continuously monitors remotely located patient.
Depending on this factor many researchers have developed
patient monitoring system.
ECG Holter monitoring is the most widely used technique for
providing ambulatory cardiac monitoring for capturing rhythm
disturbances. A traditional Holter monitor can record up to 24
hours of ECG signals and the recorded data is subsequently
retrieved and analyzed by a clinician. Due to the short
duration involved and the unknown context within which
ECG signal is captured; reliable interpretation of the recorded
data is always a challenge [1].
Telemetry is another way of monitoring remotely located
patient. In such systems small distance transmission is
achieved using coaxial cable, telephonic lines etc. Also for
long distance communication, wireless telemetry using RF
transmission technique is developed and M.Srinagesh, P.
Sarala, K.Durga Aparna proposed a system to improve quality
of ECG signal in wireless telemetry [2][3].
However, current biomedical devices lack in the ability to
provide large-scale analysis, simulations and computations at
the patient’s location. Wireless Sensor Network is becoming a
promising technology for various applications. One of its
potential deployments is in the form of Wireless Biomedical
Sensor Network (WBSN) for measuring physiological signals.
Many ECG monitoring system are developed based on WSN
technology. Taking communication media into account many
systems are developed that transmit ECG signal with wireless
technologies like GSM and Zigbee efficiently. A system was
developed to demonstrate efficient transmission of ECG signal
to doctor workstation and no real time ECG signal was used
[4].
Bluetooth has a wide variety of applications in the medical
field. Scatternet is a technique used for transmission of ECG
signal [5]. Real time ECG data can be transferred to the central
location or to the mobile phones by compressing and using
Bluetooth wireless technology [6]. Real time patient
monitoring system using android smart phones is developed
that it can be used to analyze the data and send alert messages
to the patient if necessary [7][8]. Liang Kai, Xu Zhang, Yuan
Wang, Huang Suibiao, Guan Ning, proposed a system where
the ECG signals are captured using dry skin electrodes and
then these signals extracted from the electrodes are amplified,
filtered using band pass filter and then are transmitted using
Bluetooth wireless technology [9].
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_________________________________________________________________________________________
Volume: 03 Issue: 04 | Apr-2014, Available @ http://www.ijret.org 516
Real time monitoring of remotely located patient is possible
using wireless Zigbee technology [10][11]. Also when
continuously monitoring a patient, streaming is one of the
issue and is handled by using Linux OS [12]. With the use
efficient wireless technology it is possible to transmit different
data like temperature, pulse rate, ECG signal of different
patients and also give warning signal with the help of GSM
modem. Thus, multiple patients can be monitored with aid of
technology [13][14][15][16][17]. However with this technique
range is the main concern since Zigbee is having 100m range.
Also, another patient monitoring system was developed in
which the remotely located patients are monitored
continuously and meaningful data like heart beat, air flow etc
are sent to the smart phones using GSM technology[18][19].
A new system based on cloud computing technology was
developed. In this local server is used where patient’s data is
collected and is then transmitted to the doctor workstation
with the help of Internet. Also to get the data from patient
Zigbee wireless technology is used [20].
2. PROPOSED SYSTEM
In this proposed system, ARM7 with 3 lead ECG clamp and
SIM300 module act as one sensor node. Figure 1 represents
sensor node of the system.
Fig1. Sensor node incorporating 3 lead ECG clamp, ARM7
and SIM300.
ECG signal is then captured using this 3 lead ECG clamp,
signal is required to be processed so that it can be analyzed
properly. Hence this signal is then given as input to the
amplifier section consisting instrumentation amplifier and
operational amplifier.
Once this signal is properly amplified then it is further
processed using ADC of core processor ARM7 (LPC2148)
and then the signal is transmitted with help of GPRS module
SIM300 and TCP protocol. Finally at the doctor workstation
signal is observed in MATLAB software with help of Internet
3. HARDWARE IMPLEMENTATION
In Amplifier and filter design, Output of left and right Arm
clamps is fed as input to Instrumentation amplifier and the
third clamp is grounded and is connected to right leg. Output
of Instrumentation amplifier is then given to high pass filter
which is set to 0.5Hz in order to filter baseline noise. This
filtered ECG acts as input to Notch filter that is set to 50Hz,
implemented to eliminate powerline noise and finally the
signal is fed to low pass filter that is set to 150Hz since ECG
data between 0.05Hz-150Hz is sufficient for proper
diagnostics.
Fig 2 Amplifier and Filter design
3.1 Hardware at Patient Side
As can be seen from figure 4, hardware at patient side include,
3 lead ECG clamp, ECG front end system(amplification and
processing circuit), ARM7, SIM300 and laptop to verify
acquired signal and IP address.
Fig 3 Hardware at Patient side
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_________________________________________________________________________________________
Volume: 03 Issue: 04 | Apr-2014, Available @ http://www.ijret.org 517
3.2 Hardware at Doctor Workstation
The only requirement of hardware at doctor workstation is of a
single PC or laptop having MATLAB 2013a installed and
Internet connection.
Fig 4 Hardware at Doctor Workstation
4. SOFTWARE IMPLEMENTATION
The ECG signal captured from 3 Lead ECG clamp is to be
transmitted to the doctor workstation. For this the ECG signal
is to be first digitized then should be sent to GPRS module
through UART. Hence once the signal is captured ADC of
ARM7 is initialized which is reference voltage 3.3V. This
digitized signal is then given to UART0 of ARM7 Also, LCD
is used to display word ECG. All this that is initialization of
ADC, UART0 and LCD is done in Embedded C using Kiel
µvision4 (Snapshot shown in figure 4).
After getting the signal at UART0 the GPRS module
transmits the signal to the doctor workstation. GPRS module is
used in TCP mode and the same initialized using AT
commands.
Fig 5 Snapshot of code and debugging of the same
Once the SIM 300 module is properly initialized using AT
commands, it provides necessary IP address. That IP address
is then put into MATLAB code (Figure 6) for TCP/IP. If this
is properly done then, SIM300 detects remote IP address and
provides message that connection is established properly and
starts sending ECG signal continuously. This data is then
observed in MATLAB 2013a.
Fig 6 Snapshot of MATLAB code to observe ECG signal at
doctor workstation
5. RESULTS
 ECG signals vary from micro to milli volt range. In order
to properly interpret the obtained data the signals
acquired from the electrodes must be amplified.
 In this system the gain is adjusted to 10 that is the signal
must be amplified at least 10 times the original signal.
 To verify the results that is whether the designed system
provides amplified signal or not, DSO is used.
 This DSO will provide the necessary amplitude and
frequency of the signal from the output of the acquisition
system (Figure7).
 Further once the signal is properly amplified it is
observed on PC.
 The output in that case is seen in the Terminal software
(Figure8).
 Once the signal is satisfactorily observed at patient side
it is transmitted to doctor workstation and is observed in
MATLAB software (Figure 9).
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_________________________________________________________________________________________
Volume: 03 Issue: 04 | Apr-2014, Available @ http://www.ijret.org 518
Fig 7 ECG signal captured on DSO
Fig 8 Snapshot of Real time ECG observed at patients side.
Fig 9 Snapshot of real time ECG observed at doctor
workstation.
6. CONCLUSIONS
Real time ECG monitoring system for remotely located patient
using ARM7 LPC2148 as core processor and MATLAB
2013a software at doctor workstation is developed. However
since real time ECG is wirelessly transmitted there is high
possibility of transmission noise or errors. But as we are
observing signal in MATLAB, further processing of signal can
be easily done in MATLAB Simulink and best signal can be
achieved.
REFERENCES
[1] Role of cardiographer book.
[2] Document 120-08 “Telemetry Systems radio
frequency” Handbook, Range commander’s council.
[3] ECG Wireless Telemetry M.SRINAGESH, P.
SARALA, K.DURGA APARNA, International Journal
of Engineering and Innovative Technology (IJEIT)
Volume 2, Issue 8, February 2013 ISSN: 2277-3754
ISO 9001:2008 Certified.
[4] N.M.Z. Hashim1, M. S. Sizali2 “Wireless Patient
Monitoring System”, International Journal of Science
and Research (IJSR), India Online ISSN: 2319-7064”.
[5] Sivaranjani a, Vignesh kumar k, Sathya s, Santhi b
“Automatic patient monitoring system using scatternet
for critical care”, Journal of Theoretical and Applied
Information Technology 15 June 2012. Vol. 40 No.1
ISSN: 1992-8645, E-ISSN: 1817-3195.
[6] Bo Yu, Liuqing Yang, Chia-chin chong “ECG
Monitoring over Bluetooth: Data Compression and
Transmission” IEEE conference on Wireless
communication and networking ISSN: 1525-3511
(978-1-4244-6396-1) April 2010.
[7] Satish Patil, Pallavi Kulkarni “Ubiquitous Real Time
ECG Monitoring System Using Android Smartphone”
International Journal of Computer Science and
Information Technologies, Vol. 4 (6) , 2013, 895 – 898,
ISSN: 0975-9646.
[8] Byungkook Jeon, Jundong Lee and Jaehong Choi,
“Design and Implementation of a Wearable ECG
System” International Journal of Smart Home Vol. 7,
No. 2, March, 2013.
[9] Liang Kai, Xu Zhang, Yuan Wang, Huang Suibiao,
Guan Ning, “A system of portable ECG monitoring
based on Bluetooth mobile phone” IEEE international
Symposium on IT in medicine and education” Dec
2011.
[10] Rubina.A. Shaikh, Sajid Shaikh “Wireless Stand-alone
Real Time Remote Patient Health Monitoring System”
International Journal of Innovative Technology and
Exploring Engineering (IJITEE) ISSN: 2278-3075,
Volume-3, Issuse-7, December 2013.
[11] J. Yoo, L. Yan, S. Lee, Y. Kim, and H. J. Yoo, “A 5.2
mW self-configured wearable body sensor network
controller and a 12uW wirelessly powered sensor for a
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_________________________________________________________________________________________
Volume: 03 Issue: 04 | Apr-2014, Available @ http://www.ijret.org 519
continuous health monitoring system,” IEEE J. Solid-
State Circuits, vol. 45, no. 1, pp. 178–188, Jan. 2010.
[12] Thanawattano C, Pongthonseri R, Dummin S,
“Wearable wireless ECG sensor with cross-platform
real-time monitoring” IEEE EMBS conference on
biomedical Engineering and sciences” 978-1-4673-
1664-4 Dec 2012.
[13] Enhancement of real-time multi-patient monitoring
system based on wireless sensor networks,
International Journal of Physical Sciences Vol. 6(4),
pp. 664-670, 18 February, 2011.
[14] Remote Cardiac Arrhythmia Monitoring System Using
Wireless Sensor Networks,11th International
Conference on Development and Application Systems,
Suceava, Romania, May 17-19, 2012
[15] Megalingam, RajeshKannan, Kaimal,D.M “Efficient
Patient Monitoring for Multiple Patients Using WSN”
IEEE international conference, Advances in mobile
network, communication and network 978-1-4673-
1869-3 Aug 2012.
[16] Real-time multi-patient monitoring system using arm
and wireless sensor network, International Journal of
Communication Network Security, ISSN: 2231 – 1882,
Volume-2, Issue-2, 2013.
[17] Firas Ibrahim “Remote Health Monitoring Systems for
High Risk Patients” , Int. J. Open Problems Compt.
Math., Vol. 5, No. 4, December 2012 ISSN 1998-6262;
Copyright © ICSRS Publication, 2012 www.i-csrs.org.
[18] Bhargavi Sundara, Dr. Kalyana Chakravarthi
Sarvepalli, Sri Harsha Davuluri, “GSM BASED
PATIENT MONITORING SYSTEM” IJRET:
International Journal of Research in Engineering and
Technology eISSN: 2319-1163 | pISSN: 2321-7308.
[19] Manita Rajput, Sadhana Pai, Umesh Mhapankar
“Wireless Transmission of Biomedical Parameters
Using GSM Technology” International Journal of
Emerging Science and Engineering (IJESE) ISSN:
2319–6378, Volume-01, Issue-09, July 2013.
[20] R.Deepa, K.Boopathy “Cloud Care: A Remote Health
Monitoring System” ISSN: 2319-5967 ISO 9001:2008
Certified International Journal of Engineering Science
and Innovative Technology (IJESIT) Volume 3, Issue
1, January 2014.

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Transmission of arm based real time ecg for monitoring remotely located patient

  • 1. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _________________________________________________________________________________________ Volume: 03 Issue: 04 | Apr-2014, Available @ http://www.ijret.org 515 TRANSMISSION OF ARM BASED REAL TIME ECG FOR MONITORING REMOTELY LOCATED PATIENT Ketaki N. Patil1 , P. C. Bhaskar2 1 Mtech Student, Electronics Engineering, Department of Technology, Shivaji University, Maharashtra, India 2 Professor, Electronics Engineering, Department of Technology, Shivaji University, Maharashtra, India Abstract The development of patient monitoring system is of great importance in today’s stressed and busy world where people even don’t have time to visit doctors again and again. The need of instant medical help is also increasing day by day and can be achieved with wireless technology thereby motivating for wireless patient monitoring system. Also among all the diseases Cardiovascular is one that accounts for high mortality rate across the globe. So, the proposed system uses the key concept of wireless sensor network and focuses on ECG signal. This system relies on 3 lead ECG clamp to capture real time ECG of the patient and GSM/GPRS SIM300 module for real time wireless transmission. . Since, we are dealing with an important parameter that is ECG data integrity is must and is accomplished using TCP protocol. The main processing element used is ARM7 and ECG signal is efficiently received on PC in MATLAB at doctor workstation. Keywords: Wireless sensor network (WSN), 3 lead ECG clamp, Sim300, TCP protocol and ARM7. -----------------------------------------------------------------------***------------------------------------------------------------------- 1. INTRODUCTION In many cases, Patient requires continuous monitoring and essentially needs lengthy stay in hospitals which is again becoming costly now days. Traditional monitoring system allows continuous monitoring of vital parameters which require the sensors to be connected to bedside machines or PCs, and patient is essentially confined to bed. However, today’s busy world and increase in sudden death events motivates for a monitoring system that continuously monitors remotely located patient. Depending on this factor many researchers have developed patient monitoring system. ECG Holter monitoring is the most widely used technique for providing ambulatory cardiac monitoring for capturing rhythm disturbances. A traditional Holter monitor can record up to 24 hours of ECG signals and the recorded data is subsequently retrieved and analyzed by a clinician. Due to the short duration involved and the unknown context within which ECG signal is captured; reliable interpretation of the recorded data is always a challenge [1]. Telemetry is another way of monitoring remotely located patient. In such systems small distance transmission is achieved using coaxial cable, telephonic lines etc. Also for long distance communication, wireless telemetry using RF transmission technique is developed and M.Srinagesh, P. Sarala, K.Durga Aparna proposed a system to improve quality of ECG signal in wireless telemetry [2][3]. However, current biomedical devices lack in the ability to provide large-scale analysis, simulations and computations at the patient’s location. Wireless Sensor Network is becoming a promising technology for various applications. One of its potential deployments is in the form of Wireless Biomedical Sensor Network (WBSN) for measuring physiological signals. Many ECG monitoring system are developed based on WSN technology. Taking communication media into account many systems are developed that transmit ECG signal with wireless technologies like GSM and Zigbee efficiently. A system was developed to demonstrate efficient transmission of ECG signal to doctor workstation and no real time ECG signal was used [4]. Bluetooth has a wide variety of applications in the medical field. Scatternet is a technique used for transmission of ECG signal [5]. Real time ECG data can be transferred to the central location or to the mobile phones by compressing and using Bluetooth wireless technology [6]. Real time patient monitoring system using android smart phones is developed that it can be used to analyze the data and send alert messages to the patient if necessary [7][8]. Liang Kai, Xu Zhang, Yuan Wang, Huang Suibiao, Guan Ning, proposed a system where the ECG signals are captured using dry skin electrodes and then these signals extracted from the electrodes are amplified, filtered using band pass filter and then are transmitted using Bluetooth wireless technology [9].
  • 2. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _________________________________________________________________________________________ Volume: 03 Issue: 04 | Apr-2014, Available @ http://www.ijret.org 516 Real time monitoring of remotely located patient is possible using wireless Zigbee technology [10][11]. Also when continuously monitoring a patient, streaming is one of the issue and is handled by using Linux OS [12]. With the use efficient wireless technology it is possible to transmit different data like temperature, pulse rate, ECG signal of different patients and also give warning signal with the help of GSM modem. Thus, multiple patients can be monitored with aid of technology [13][14][15][16][17]. However with this technique range is the main concern since Zigbee is having 100m range. Also, another patient monitoring system was developed in which the remotely located patients are monitored continuously and meaningful data like heart beat, air flow etc are sent to the smart phones using GSM technology[18][19]. A new system based on cloud computing technology was developed. In this local server is used where patient’s data is collected and is then transmitted to the doctor workstation with the help of Internet. Also to get the data from patient Zigbee wireless technology is used [20]. 2. PROPOSED SYSTEM In this proposed system, ARM7 with 3 lead ECG clamp and SIM300 module act as one sensor node. Figure 1 represents sensor node of the system. Fig1. Sensor node incorporating 3 lead ECG clamp, ARM7 and SIM300. ECG signal is then captured using this 3 lead ECG clamp, signal is required to be processed so that it can be analyzed properly. Hence this signal is then given as input to the amplifier section consisting instrumentation amplifier and operational amplifier. Once this signal is properly amplified then it is further processed using ADC of core processor ARM7 (LPC2148) and then the signal is transmitted with help of GPRS module SIM300 and TCP protocol. Finally at the doctor workstation signal is observed in MATLAB software with help of Internet 3. HARDWARE IMPLEMENTATION In Amplifier and filter design, Output of left and right Arm clamps is fed as input to Instrumentation amplifier and the third clamp is grounded and is connected to right leg. Output of Instrumentation amplifier is then given to high pass filter which is set to 0.5Hz in order to filter baseline noise. This filtered ECG acts as input to Notch filter that is set to 50Hz, implemented to eliminate powerline noise and finally the signal is fed to low pass filter that is set to 150Hz since ECG data between 0.05Hz-150Hz is sufficient for proper diagnostics. Fig 2 Amplifier and Filter design 3.1 Hardware at Patient Side As can be seen from figure 4, hardware at patient side include, 3 lead ECG clamp, ECG front end system(amplification and processing circuit), ARM7, SIM300 and laptop to verify acquired signal and IP address. Fig 3 Hardware at Patient side
  • 3. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _________________________________________________________________________________________ Volume: 03 Issue: 04 | Apr-2014, Available @ http://www.ijret.org 517 3.2 Hardware at Doctor Workstation The only requirement of hardware at doctor workstation is of a single PC or laptop having MATLAB 2013a installed and Internet connection. Fig 4 Hardware at Doctor Workstation 4. SOFTWARE IMPLEMENTATION The ECG signal captured from 3 Lead ECG clamp is to be transmitted to the doctor workstation. For this the ECG signal is to be first digitized then should be sent to GPRS module through UART. Hence once the signal is captured ADC of ARM7 is initialized which is reference voltage 3.3V. This digitized signal is then given to UART0 of ARM7 Also, LCD is used to display word ECG. All this that is initialization of ADC, UART0 and LCD is done in Embedded C using Kiel µvision4 (Snapshot shown in figure 4). After getting the signal at UART0 the GPRS module transmits the signal to the doctor workstation. GPRS module is used in TCP mode and the same initialized using AT commands. Fig 5 Snapshot of code and debugging of the same Once the SIM 300 module is properly initialized using AT commands, it provides necessary IP address. That IP address is then put into MATLAB code (Figure 6) for TCP/IP. If this is properly done then, SIM300 detects remote IP address and provides message that connection is established properly and starts sending ECG signal continuously. This data is then observed in MATLAB 2013a. Fig 6 Snapshot of MATLAB code to observe ECG signal at doctor workstation 5. RESULTS  ECG signals vary from micro to milli volt range. In order to properly interpret the obtained data the signals acquired from the electrodes must be amplified.  In this system the gain is adjusted to 10 that is the signal must be amplified at least 10 times the original signal.  To verify the results that is whether the designed system provides amplified signal or not, DSO is used.  This DSO will provide the necessary amplitude and frequency of the signal from the output of the acquisition system (Figure7).  Further once the signal is properly amplified it is observed on PC.  The output in that case is seen in the Terminal software (Figure8).  Once the signal is satisfactorily observed at patient side it is transmitted to doctor workstation and is observed in MATLAB software (Figure 9).
  • 4. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _________________________________________________________________________________________ Volume: 03 Issue: 04 | Apr-2014, Available @ http://www.ijret.org 518 Fig 7 ECG signal captured on DSO Fig 8 Snapshot of Real time ECG observed at patients side. Fig 9 Snapshot of real time ECG observed at doctor workstation. 6. CONCLUSIONS Real time ECG monitoring system for remotely located patient using ARM7 LPC2148 as core processor and MATLAB 2013a software at doctor workstation is developed. However since real time ECG is wirelessly transmitted there is high possibility of transmission noise or errors. But as we are observing signal in MATLAB, further processing of signal can be easily done in MATLAB Simulink and best signal can be achieved. REFERENCES [1] Role of cardiographer book. [2] Document 120-08 “Telemetry Systems radio frequency” Handbook, Range commander’s council. [3] ECG Wireless Telemetry M.SRINAGESH, P. SARALA, K.DURGA APARNA, International Journal of Engineering and Innovative Technology (IJEIT) Volume 2, Issue 8, February 2013 ISSN: 2277-3754 ISO 9001:2008 Certified. [4] N.M.Z. Hashim1, M. S. Sizali2 “Wireless Patient Monitoring System”, International Journal of Science and Research (IJSR), India Online ISSN: 2319-7064”. [5] Sivaranjani a, Vignesh kumar k, Sathya s, Santhi b “Automatic patient monitoring system using scatternet for critical care”, Journal of Theoretical and Applied Information Technology 15 June 2012. Vol. 40 No.1 ISSN: 1992-8645, E-ISSN: 1817-3195. [6] Bo Yu, Liuqing Yang, Chia-chin chong “ECG Monitoring over Bluetooth: Data Compression and Transmission” IEEE conference on Wireless communication and networking ISSN: 1525-3511 (978-1-4244-6396-1) April 2010. [7] Satish Patil, Pallavi Kulkarni “Ubiquitous Real Time ECG Monitoring System Using Android Smartphone” International Journal of Computer Science and Information Technologies, Vol. 4 (6) , 2013, 895 – 898, ISSN: 0975-9646. [8] Byungkook Jeon, Jundong Lee and Jaehong Choi, “Design and Implementation of a Wearable ECG System” International Journal of Smart Home Vol. 7, No. 2, March, 2013. [9] Liang Kai, Xu Zhang, Yuan Wang, Huang Suibiao, Guan Ning, “A system of portable ECG monitoring based on Bluetooth mobile phone” IEEE international Symposium on IT in medicine and education” Dec 2011. [10] Rubina.A. Shaikh, Sajid Shaikh “Wireless Stand-alone Real Time Remote Patient Health Monitoring System” International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-3, Issuse-7, December 2013. [11] J. Yoo, L. Yan, S. Lee, Y. Kim, and H. J. Yoo, “A 5.2 mW self-configured wearable body sensor network controller and a 12uW wirelessly powered sensor for a
  • 5. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _________________________________________________________________________________________ Volume: 03 Issue: 04 | Apr-2014, Available @ http://www.ijret.org 519 continuous health monitoring system,” IEEE J. Solid- State Circuits, vol. 45, no. 1, pp. 178–188, Jan. 2010. [12] Thanawattano C, Pongthonseri R, Dummin S, “Wearable wireless ECG sensor with cross-platform real-time monitoring” IEEE EMBS conference on biomedical Engineering and sciences” 978-1-4673- 1664-4 Dec 2012. [13] Enhancement of real-time multi-patient monitoring system based on wireless sensor networks, International Journal of Physical Sciences Vol. 6(4), pp. 664-670, 18 February, 2011. [14] Remote Cardiac Arrhythmia Monitoring System Using Wireless Sensor Networks,11th International Conference on Development and Application Systems, Suceava, Romania, May 17-19, 2012 [15] Megalingam, RajeshKannan, Kaimal,D.M “Efficient Patient Monitoring for Multiple Patients Using WSN” IEEE international conference, Advances in mobile network, communication and network 978-1-4673- 1869-3 Aug 2012. [16] Real-time multi-patient monitoring system using arm and wireless sensor network, International Journal of Communication Network Security, ISSN: 2231 – 1882, Volume-2, Issue-2, 2013. [17] Firas Ibrahim “Remote Health Monitoring Systems for High Risk Patients” , Int. J. Open Problems Compt. Math., Vol. 5, No. 4, December 2012 ISSN 1998-6262; Copyright © ICSRS Publication, 2012 www.i-csrs.org. [18] Bhargavi Sundara, Dr. Kalyana Chakravarthi Sarvepalli, Sri Harsha Davuluri, “GSM BASED PATIENT MONITORING SYSTEM” IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308. [19] Manita Rajput, Sadhana Pai, Umesh Mhapankar “Wireless Transmission of Biomedical Parameters Using GSM Technology” International Journal of Emerging Science and Engineering (IJESE) ISSN: 2319–6378, Volume-01, Issue-09, July 2013. [20] R.Deepa, K.Boopathy “Cloud Care: A Remote Health Monitoring System” ISSN: 2319-5967 ISO 9001:2008 Certified International Journal of Engineering Science and Innovative Technology (IJESIT) Volume 3, Issue 1, January 2014.