Upload
chandra-sekar
View
224
Download
0
Embed Size (px)
Citation preview
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
1/48
NOVEL DEVELOPMENT AND IMPLEMENTATION OF
LOW POWER ECG MESUREMENT AND HEART RATE
MONITOR FOR ELECTROCARDIOGRAM
PROJECT REPORT
PHASE -I
Submitted by
SEETHALAKSHMI P
Register No: 710012401015
in partial fulfillment for award of the degree
of
MASTER OF ENGINEERING
in
APPLIED ELECTRONICS
DEPARTMENT OF ELECTRONICS AND
COMMUNICATION ENGINEERING
ANNA UNIVERSITY
REGIONAL OFFICE, COIMBATORE
COIMBATORE-641047
DECEMBER 2013
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
2/48
ANNA UNIVERSITY
REGIONAL OFFICE, COIMBATORE
COIMBATORE -641047.
Department of Electronics and Communication Engineering
PROJECT WORK
PHASE - I
DECEMBER 2013
This is to certify that the project entitled
is the bonafide record of project work done by
NOVEL DEVELOPMENT AND IMPLEMENTATION OF
LOW POWER ECG MESUREMENT AND HEART RATE
MONITOR FOR ELECTROCARDIOGRAM
SEETHALAKSHMI P
Register No: 710012401015
of M.E (APPLIED ELECTRONICS) during the year 2012-2014
---------------------------- ---------------------------
Dr.V.R.VIJAYKUMAR, M.E., Ph.D., Dr.R.VIJAYABHASKER, M.E., Ph.D.,
Head of the Department Project guide
Submitted for the project viva-voce examination held on_____________
------------------------ -----------------------Internal Examiner External Examiner
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
3/48
ABSTRACT
Real-time monitoring of cardiac health is helpful for patients with
cardiovascular disease. Now a days the volume of Electrocardiogram (ECG)
recorded in hospitals is increasing as the people suffering from heart diseases
are increasing at an alarming rate. The ECG is one of the medical equipment
that can measure the heart rate, convert it into a signal and present the data on
a piece of paper or on a monitor. An ECG is a recording of the electrical
activity on the body surface generated by the heart. Many telemedicine
systems based on ubiquitous computing and communication techniques have
been proposed for monitoring the user's electrocardiogram (ECG) anywhere
and anytime. Usually, electrodes are used in these telemedicine systems.
However, electrodes require conduction gels and skin preparation that can be
inconvenient and uncomfortable for users and also requires more power.
In order to overcome this issue, a new novel for low power ECG
measurement is proposed and applied in developing in microcontroller for
various measurement of electrocardiogram signal on PC and heart rate is
displayed with the LCD.
The software tool used for this ECG and heart rate measurement is CC
studio 5.4v and oscilloscope with on PC and hardware kit is MSP430
Experimenter board.
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
4/48
ACKNOWLEDGEMENT
First and foremost I place this project work on the feet of GOD
ALMIGHTY who is the power of strength in each step of progress towards the
successful completion of phase I project.
I would like to express my sense of profound gratitude and indebtedness to
Dr.R.VIJAYABHASKER, M.E., Ph.D., for his invaluable guidance,
suggestion and timely supervision for successful completion of the phase I project.
I am highly indebted to Dr.V.R.VIJAYKUMAR, BE., M.E., Ph.D.,Head
of the Department of ECE for providing invaluable insights into the subject and
helping me wherever possible.
I thank Dr.K.SARAVANA KUMAR, MBA., Ph.D., Dean-Campus Anna
University, Regional Office, and Coimbatore for his great support with blessings.
I also extend my heartfelt thanks to all staff membersof ECE Department
who have rendered their valuable help in making this project successful.
Above all I would like to thank all the members of my family and friends for
their constructive criticism and constant support in making this project a grand
success.
SEETHALAKSHMI P
Reg
No.:7100124101015
M.E APPLIED ELECTRONICS
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
5/48
TABLE OF CONTENTS
CHAPTER NO. TITLE PAGE NO.
ABSTRACT Iii
LIST OF TABLES viii
LIST OF FIGURES ix
LIST OF ABBREVIATIONS[[ x
1 INTRODUCTION 1
1.1 OVERVIEW 1
1.2 OBJECTIVE OF THE WORK 2
1.3 MOTIVATION OF THE WORK 2
1.4 CHAPTER ORGANISATION 3
2 LITERATURE REVIEW 4
2.1 A WEARABLE MULTI PARAMETER MEDICAL
MONITORING AND ALERT SYSTEM4
2.2 BLUETOOTH TELEMEDICINE PROCESSOR FORMULTICHANNEL BIOMEDICAL SIGNAL
TRANSMISSION VIA MOBILE
4
2.3 A MOBILE CARE SYSTEM WITH ALERT
MECHANISM
5
2.4 A MULTICHANNEL PORTABLE ECG SYSTEM
WITH CAPACITIVE SENSORS
5
2.5 AN INTELLIGENT TELECARDIOLOGYSYSTEM
USING A WEARABLE AND WIRELESS ECG TO
DETECT ATRIAL FIBRILLATION
6
2.6 A SMART HEALTH MONITORING CHAIR FOR
NONINTRUSIVE MEASUREMENT OF
BIOLOGICAL SIGNALS
6
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
6/48
3 HARDWARE DESCRIPTION 7
3.1 INTRODUCTION ABOUT MSP430
EXPERIMENTER BOARD
7
3.1.1 Board Features 8
3.2 MICROCONTROLLER BLOCK DIAGRAM 9
3.3 MSP430FG4618 SPECIFICATIONS 10
3.3.1 Peripherals 10
3.2.2 CPU 10
3.2.3 DMA controller 10
3.2.4 Oscillator and system clock 103.2.5 Brownout, Supply Voltage Supervisor 11
3.2.6 Digital I/O 12
3.2.7 Basic Timer1 and Real-Time Clock 12
3.2.8 LCD_A drive with regulated charge pump 12
3.2.9 Watchdog timer 13
3.2.10 Universal serial communication interface 13
3.2.11 USART1 13
3.2.12 Hardware multiplier 13
3.2.13 Timer_A3 14
3.2.14 Timer_B7 14
3.2.15 Comparator A 14
3.2.16 ADC12 14
3.2.17 DAC12 14
3.2.18 OA 15
3.4 PIN DIAGRAM AND DESCRIPTION 15
3.4.1 Pin Description 16
3.5 MSP 430FG4618 MICROCONTOLLER FEATURES 19
3.6 APPLICATIONS OF MSP430 20
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
7/48
4 SYSTEM DESIGN AND IMPLEMENTATION 21
4.1 OVERVIEW 21
4.1.1 Introduction to ECG 21
4.1.2 Electrocardiographs 22
4.1.3 Fingertip capacitance 23
4.2 IMPLEMENTATION OF ECG MONITORING
SYSTEM
24
5 SIMULATION RESULTS AND DISSCUSSION 27
5.1 OVERVIEW OF THE SOFTWARE 27
5.1.1 Steps to execute the CC studio 285.2 CALCULATING THE HEART RATE 29
5.3 TESTING THE APPLICATION WITH CC STUDIO 30
5.4 HEART RATE MONITORING 30
5.5 PC SCOPE FOR ECG DISPLAY 32
6 CONCLUSION 33
6.1 FUTURE WORK 34
REFERENCES
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
8/48
LIST OF TABLE
TABLE NO. TITLE PAGE NO
3.4.1 Pin description of MSP430FG4618 16
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
9/48
LIST OF FIGURE
FIGURE NO. TITLE PAGE NO
3.1 MSP430 Experimenter Board 7
3.2 MSP430FG4618 Block diagram 9
3.4 Pin Diagram of MSP430FG4618 15
4.1.2 ECG waveform 22
4.1.3 Capacitive Sensing Plate 23
4.2 ECG Monitoring System 24
4.3 Complete Schematic of the Application 26
5.3 Execution of program 30
5.4 Snapshot of heart rate monitoring 31
5.5 PC Scope Program for ECG Display 32
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
10/48
LIST OF ABBREVIATIONS
ACLK Auxiliary clock
ADC Analog to Digital Converter
ARM Advanced RISC Machine
ASIC Application Specific Integrated Circuits
BP Blood Pressure
CCS Code Composer Studio
CPU Central Processing Unit
DCO Digitally Controlled Oscillator
DMA Direct Memory Access
DSP Digital Signal Processor
ECG Electrocardiogram
FLL Frequency Locked Loop
GPRS Global Positioning Remote Sensing
HR Heart Rate
IDE Integrated Development Environment
I2C Inter Integrated Circuit
JTAG Joint Test Action Group
LCD Liquid Crystal Display
LED Light Emitting Diode
LF Liner Frequency
MCLK Main clock
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
11/48
MCU Microcontroller
MI Myocardial infarction
MSP Mixed Signal Processor
MUX Multiplexer
OA Operational Amplifier
PC Personal Computer
PPG Photoplethysmograph
PWM Pulse Width Modulation
RAM Random Access Memory
RISC Reduced Instruction Set
RTC Real Time Clock
SMCLK Sub-Main clock
SPI Serial Programming Interface
SVS Supply Voltage Supervisor
SVM Supply Voltage Monitoring
USB FET Universal Serial Bus Flash Emulation
Tool
USCI Universal serial communication interface
UART Universal Asynchronous Receive Transmit
USART Universal Synchronous/Asynchronous
Receive Transmit
USI Universal Serial Interface
WDT Watch Dog Timer
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
12/48
1
CHAPTER 1
INTRODUCTION
1.1 OVERVIEWNowadays, the volume of Electrocardiogram (ECG) recorded in
hospitals is increasing as the people suffering from heart diseases are
increasing at an alarming rate. The ECG is one of the medical equipment that
can measure the heart rate, convert it into a signal and present the data on a
piece of paper or on a monitor. An ECG is a recording of the electrical
activity on the body surface generated by the heart. ECG measurement
information is collected by electrodes placed at designated locations on the
body. It is the best way to measure and diagnose abnormal rhythms of the
heart [2] and [3], particularly abnormal rhythms caused by damage to the
conductive tissue that carries electrical signals, or abnormal rhythms caused
by electrolyte imbalances [4] and [7]. In a Myocardial infarction (MI), the
ECG can identify if the heart muscle has been damaged in specific areas,
though not all areas of the heart are covered [8] and [9]. The ECG cannot
reliably measure the pumping ability of the heart, for which ultrasound-based
(echocardiography) or nuclear medicine tests are used. It is possible to be in
cardiac arrest with a normal ECG signal (a condition known as pulse less
electrical activity). Electro-cardiogram (ECG) is [13] one of frequently used
and accurate methods for measuring the heart rate. ECG is an expensive
device and its use for the measurement of the heart rate only is not
economical. Low-cost devices in the form of wrist watches [20] are also
available for the instantaneous measurement of the heart rate. Such devices
can give accurate measurements but their cost is usually in excess of several
hundred dollars, making them uneconomical. Most hospitals and clinics in the
UK use integrated devices designed to measure the heart rate, blood pressure,
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
13/48
2
and temperature of the subject. Although such devices are useful, their cost is
usually high and beyond the reach of individuals.
This paper describes the design of a low power ECG monitoring
system which monitors ECG and heart rate measurement system which
measures the heart rate of the subject by touching 4 symbols bythe arms and
then displaying the heart rate on Liquid Crystal Display (LCD) and the ECG
waveform is shown by oscilloscope software on the PC. The device has the
advantage that it is microcontroller based and thus can be programmed to
display various quantities, such as the normal, maximum and minimum ratesover a period of time and so on. Another advantage of such a design is that it
can be expanded and can easily be connected to a recording device or a PC to
collect and analyze the data for over a period of time.
1.2 MOTIVATION OF THE WORK
The motivation behind the project was the need for a small, portable
and ultra-low power wireless EEG recording system that is built from
commercially available electronic components, to help the research of animal
behavior and learning. There are many implementations of portable EEG and
ECG monitoring devices, but most of them were designed using special ASIC
or custom built integrated circuits. These were either never commercialized or
are far too expensive to be used in academic researches. This work is part of a
wider university project that was initiated to research the implications of in
brain activity. This thesis work aims to help support the heart rate
experiments by providing a necessary tool and lowering the research
expenses.
1.3 OBJECTIVES OF THE WORK
A novel low power ECG measurement was proposed in this study.
This application report describes how to build a digital heart-rate monitor
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
14/48
3
using a MSP430FG4618 microcontroller (MCU). The heartbeat rate per
minute is displayed on an LCD. In addition, the application outputs a digital
data stream via an RS232 serial port to allow ECG waveform display on a PC.
The entire application runs using a CR2032 3-V lithium battery. The
experimental result presented that the low power ECG measurement performs
better for ECG measurement and heart rate, and is practicable for daily life
applications.
1.4 CHAPTER ORGANIZATION
The major objective of Phase-I project work is ECG implementation
and execution in target board. Chapters are organized as follows:
Chapter 1 Gives the brief introduction about ECG monitoringsystem and motivation and of the project.
Chapter 2 Describes and analyzes the previous works, related todifferent journals, IEEE standards and their drawbacks.
Chapter 3Discusses about the representation and the architectureof the hardware description of MSP430FG4618/F2013.
Chapter 4Discusses about the system design and implementationOF the ECG monitoring system.
Chapter 5Discusses about the simulation results.
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
15/48
4
CHAPTER 2
LITERATURE SURVEY
2.1 A WEARABLE MULTI PARAMETER MEDICAL
MONITORING AND ALERT SYSTEM
In [24], U. Anliker et al, presents a development of a wearable
medical monitoring and alert system aimed at people at risk from heart and
respiratory disease. The system combines multi parameter measurement of
vital signs, online analysis and emergency detection, activity analysis and
cellular link to a telemedicine center in an unobtrusive wrist worn device. A
prototype of both the wrist device and the medical center software has been
implemented.
2.2 BLUETOOTH TELEMEDICINE PROCESSOR FOR
MULTICHANNEL BIOMEDICAL SIGNAL
TRANSMISSION VIA MOBILE CELLULAR NETWORKS
In [21], M. F. A. Rasid et al, states that the present scope and future
potential of mobile communications in telemedicine. A modular structured
GPRS based mobile system is presented to illustrate the concept. The unit
carried by the patient comprises a processing unit with a wireless connection
to a Bluetooth-enabled mobile telephone. The processor/telephone unit
accepts signals from up to four sets of sensors attached to the patient. The
prototype version is designed to transmit digitized signals to a hospital server
via the GPRS mobile telephone cellular network, which allows the
transmission of medical data as well as speech. As evidenced by the literature
outlined in Section I, the system is expected to become a powerful aid to
monitoring and diagnosis as well as a convenient means of communication.
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
16/48
5
2.3 A MOBILE CARE SYSTEM WITH ALERT MECHANISM
In [13], R. G. Lee,et al, states that role-based mobile healthcare
system for chronic patients with an integration of multiple physiological
parameter extraction devices. For the personal mobile device construction as
the mobile healthcare system front-end, physiological parameter extraction
devices and mobile phones as personal mobile gateways were designed and
constructed separately. The separation in design leads to three major
advantages: high flexibility in architecture; good expandability in functions;
and simplicity in hardware design. By using mobile phones as integrationdevices and utilizing a program to design software modules with various
functions, personal mobile devices are not only powerful and flexible in
functions, but also provide a shortcut to the goal. It reduces both the time and
cost needed for system development.
2.4 A MULTICHANNEL PORTABLE ECG SYSTEM WITH
CAPACITIVE SENSORS
In [18], M. Oehleret al, illustrated that system based on capacitive
electrodes for measuring a multichannel ECG with a fixed sensor array. The
integration of the sensor array in a Tablet PC allows a very compact
affordable ECG system especially for easy access to the measurement of body
surface potential maps. The measurements were taken through clothes. No
ground contact is required to measure a multichannel ECG. The Tablet PC
provides a new, fast diagnostic tool through the real-time view of the
electrocardiogram without any preparation procedure.
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
17/48
6
2.5 AN INTELLIGENT TELECARDIOLOGY SYSTEM USING A
WEARABLE AND WIRELESS ECG TO DETECT ATRIAL
FIBRILLATION
In [16], C. T. Lin, et al, demonstrates that the proposed intelligent
telecardiology system is capable of accurately detecting AF episodes and
instantaneously alerting both the user and the healthcare personnel,
facilitating early medical intervention. Furthermore, this intelligent
telecardiology system is superior to conventional healthcare devices because
it integrates all the key elements in one system. This novel system cannotonly be used for inpatients and outpatients, but also provides a long-lasting
health monitor to normal people. Patients wearing the lightweight three-limb
lead wireless ECG device can hardly feel its presence, but still enjoy a sense
of protection.
2.6 A SMART HEALTH MONITORING CHAIR FOR
NONINTRUSIVE MEASUREMENT OF BIOLOGICALSIGNALS
In [1], H. J. Baek et al, states that healthcare chair system may be
used to reliably monitor users during daily activities. Unlike conventional
medical devices, this system does not require active user input and is
therefore suitable for long-term daily health monitoring. Recent
improvements in biological signal recording through clothing enables many
applications for unconstrained biological signal monitoring in healthcare. By
integrating these technologies into a chair system, we successfully and
simultaneously measured ECG, PPG, and BCG through clothing in a
nonintrusive fashion. Continuous beat-to-beat HR and BP were also
successfully monitored using the obtained signals.
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
18/48
7
CHAPTER 3
HARDWARE DESCRIPTION
3.1 INTRODUCTION ABOUT MSP430 EXPERIMENTER BOARD
This versatile MSP430 Experimenter Board features a MSP430F2013
and a MSP430FG4618 and is compatible with TIs wireless evaluation
modules. Two JTAG headers are accessible to program and debug each
MSP430 individually and allow for communication to external devices or
between the two MSP430s. Power may be supplied over the USB FET or
from the included AAA batteries.
Figure 3.1 MSP430 Experimenter Board
The combination of the tiny MSP430F2013 and the highly-integrated
MSP430FG4618 provides nearly every combination of peripherals available
from the MSP430 family. The integrated TI wireless evaluation module
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
19/48
8
header and the large amounts of RAM on the MSP430FG4618 makes it an
ideal platform for wireless applications. The wide range of integrated
peripherals and hardware connectivity allows for nearly infinite development
possibilities and makes it the ideal learning platform the MSP430 MCU
architecture. A TI Flash Emulation Tool, like the MSP-FET430FUIF, is
required to program and debug the MSP430 devices on the experimenter
board.
3.1.1 BOARD Features
Mixed signal microprocessor 430 experimenter board has the
following feature in detail,
Devices Featured: MSP430FG4618, MSP430F2013 Integrated peripherals: 12-bit Digital-to-Analog Converter, 12-
bit SAR Analog-to-Digital Converter, 16-bit Sigma Delta
Analog-to-Digital Converter, Operational Amplifiers, DMA,
Multiplier, LCD Controller, Communication Interfaces: SPI,
UART, I2C, IrDA
Programming and Debugging: Can be programmed using anyMSP430 Flash Emulation Tool (MSP-FET430UIF)
Wireless expansion: Compatible with the following TI WirelessEvaluation Modules: CC1100, CC1101, CC1150, CC2500,CC2550, & CC2420
Board Features: Microphone, buzzer, LCD, capacitive touch-pad, 2x push buttons, prototyping space, RS232 communication
interface, 2x JTAG Programming Interfaces, 3.5mm headphone
jack (audio output)
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
20/48
9
3.2 MICROCONTROLLER BLOCK DIAGRAM
MSP430 Experimenter Board has the microcontroller called
MSP430FG4618 .The figure 3.2 shows the internal block diagram that
explains various peripherals in the architecture of the microcontroller.
Figure3.2 MSP430FG4618 Block diagram
3.3 MSP430FG4618 SPECIFICATIONS
This section covers the specifications of the MSP430FG4618 mixed
signal microcontroller in detail. The architecture, combined with five low-
power modes, and is optimized to achieve extended battery life in portable
measurement applications. The digitally controlled oscillator (DCO) allows
wake-up from low-power modes to active mode in less than 1 s.
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
21/48
10
3.3.1 Peripherals
Peripherals are connected to the CPU through data, address, and
control buses and can be handled using all instructions.
3.3.2 CPU
The MSP430 CPU has a 16-bit RISC architecture that is highly
transparent to the application. All operations, other than program-flow
instructions, are performed as register operations in conjunction with seven
addressing modes for source operand and four addressing modes fordestination operand. The CPU is integrated with 16 registers that provide
reduced instruction execution time. The register-to-register operation
execution time is one cycle of the CPU clock. Four of the registers, R0 to R3,
are dedicated as program counter, stack pointer, status register, and constant
generator respectively. The remaining registers are general-purpose registers.
Peripherals are connected to the CPU using data, address, and control buses,
and can be handled with all instructions.
3.3.3 DMA controller
The DMA controller allows movement of data from one memory
address to another without CPU intervention. For example, the DMA
controller can be used to move data from the ADC12 conversion memory to
RAM. Using the DMA controller can increase the throughput of peripheral
modules. The DMA controller reduces system power consumption by
allowing the CPU to remain in sleep mode without having to awaken to move
data to or from a peripheral.
3.3.4 Oscillator and system clock
The clock system in the MSP430xG461x family of devices is
supported by the FLL+ module, which includes support for a 32768-Hz watch
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
22/48
11
crystal oscillator, an internal digitally controlled oscillator (DCO), and a high-
frequency crystal oscillator. The FLL+ clock module is designed to meet the
requirements of both low system cost and low power consumption. The FLL+
features digital frequency locked loop (FLL) hardware that, in conjunction
with a digital modulator, stabilizes the DCO frequency to a programmable
multiple of the watch crystal frequency. The internal DCO provides a fast
turn-on clock source and stabilizes in less than 6 s.
The FLL+ module provides the following clock signals:
Auxiliary clock (ACLK), sourced from a 32768-Hz watch crystal or ahigh frequency crystal
Main clock (MCLK), the system clock used by the CPU Sub-Main clock (SMCLK), the subsystem clock used by the
peripheral modules
ACLK/n, the buffered output of ACLK, ACLK/2, ACLK/4, orACLK/8
3.3.5 Brownout, Supply Voltage Supervisor
The brownout circuit is implemented to provide the proper internal
reset signal to the device during power-on and power-off. The supply voltage
supervisor (SVS) circuitry detects if the supply voltage drops below a user
selectable level and supports both supply voltage supervision (the device is
automatically reset) and supply voltage monitoring (SVM, the device is not
automatically reset).The CPU begins code execution after the brownout
circuit releases the device reset. However, VCC may not have ramped to VCC
(min) at that time. The user must insure the default FLL+ settings are not
changed until VCC reaches VCC (min). If desired, the SVS circuit can be
used to determine when VCC reaches VCC (min).
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
23/48
12
3.3.6 Digital I/O
There are ten 8-bit I/O ports implementedports P1 through P10:
All individual I/O bits are independently programmable. Any combination of input, output, and interrupt conditions is
possible.
Edge-selectable interrupt input capability for all the eight bits of portsP1 and P2.
Read/write access to port-control registers is supported by allinstructions.
Ports P7/P8 and P9/P10 can be accessed word-wise as ports PA andPB respectively.
3.3.7 Basic Timer1 and Real-Time Clock
The Basic Timer1 has two independent 8-bit timers that can becascaded to form a 16-bit timer/counter. Both timers can be read and written
by software. Basic Timer1 is extended to provide an integrated real-time
clock (RTC).
3.3.8 LCD_A drive with regulated charge pump
The LCD_A driver generates the segment and common signals
required to drive an LCD display. The LCD_A controller has dedicated data
memory to hold segment drive information. Common and segment signals are
generated as defined by the mode. Static, 2-MUX, 3-MUX, and 4-MUX
LCDs are supported by this peripheral. The module can provide a LCD
voltage independent of the supply voltage with its integrated charge pump.
Furthermore it is possible to control the level of the LCD voltage and, thus,
contrast by software.
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
24/48
13
3.3.9 Watchdog timer (WDT+)
The primary function of the WDT+ module is to perform a controlled
system restart after a software problem occurs. If the selected time interval
expires, a system reset is generated. If the watchdog function is not needed in
an application, the module can be configured as an interval timer and can
generate interrupts at selected time intervals.
3.3.10 Universal serial communication interface (USCI)
The USCI modules are used for serial data communication. The USCImodule supports synchronous communication protocols like SPI (3 or 4 pin),
I2C and asynchronous communication protocols like UART, enhanced UART
with automatic baud rate detection, and IrDA. The USCI_A0 module
provides support for SPI (3 or 4 pin), UART, enhanced UART and IrDA. The
USCI_B0 module provides support for SPI (3 or 4 pin) and I2C.
3.3.11 USART1
The hardware universal synchronous/asynchronous receive transmit
(USART) peripheral module is used for serial data communication. The
USART supports synchronous SPI (3 or 4 pin) and asynchronous UART
communication protocols, using double-buffered transmit and receive
channels.
3.3.12 Hardware multiplier
The multiplication operation is supported by a dedicated peripheral
module. The module performs 16_16, 16_8, 8_16, and 8_8 bit operations.
The module is capable of supporting signed and unsigned multiplication, as
well as signed and unsigned multiply and accumulates operations. The result
of an operation can be accessed immediately after the operands have been
loaded into the peripheral registers. No additional clock cycles are required.
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
25/48
14
3.3.13 Timer_A3
Timer_A3 is a 16-bit timer/counter with three capture/compare
registers. Timer_A3 can support multiple capture/compares, PWM outputs,
and interval timing. Timer_A3 also has extensive interrupt capabilities.
Interrupts may be generated from the counter on overflow conditions and
from each of the capture/compare registers.
3.3.14 Timer_B7
Timer_B7 is a 16-bit timer/counter with seven capture/compareregisters. Timer_B7 can support multiple capture/compares, PWM outputs,
and interval timing. Timer_B7 also has extensive interrupt capabilities.
Interrupts may be generated from the counter on overflow conditions and
from each of the capture/compare registers.
3.3.15 Comparator_A
The primary function of the comparator A module is to support
precision slope analog-to-digital conversions, battery-voltage supervision, and
monitoring of external analog signals.
3.3.16 ADC12
The ADC12 module supports fast, 12-bit analog-to-digital
conversions. The module implements a 12-bit SAR core, sample selectcontrol, reference generator and a 16 word conversion-and-control buffer. The
conversion-and-control buffer allows up to 16 independent ADC samples to
be converted and stored without any CPU intervention.
3.3.17 DAC12
The DAC12 module is a 12-bit, R-ladder, voltage output DAC. The
DAC12 may be used in 8- or 12-bit mode, and may be used in conjunction
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
26/48
15
with the DMA controller. When multiple DAC12 modules are present, they
may be grouped together for synchronous operation.
3.3.18 OA
The MSP430xG461x has three configurable low-current general-
purpose operational amplifiers. Each OA input and output terminal is
software-selectable and offer a flexible choice of connections for various
applications. The OA op amps primarily support front-end analog signal
conditioning prior to analog-to-digital conversion.
3.4 PIN DIAGRAM AND DESCRIPTION
The figure 3.4 shows the pin diagram of MSP430FG4618.The
controller as 100 pins with PDIP (plastic dual inline package) where the pins
protrude from the both ends of the IC package.
Figure 3.4 Pin Diagram of MSP430FG4618
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
27/48
16
3.4.1 Pin description
The following table 3.4.1 shows the pin description of
MSP430FG4618 in detail.Table 3.4.1 pin description
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
28/48
17
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
29/48
18
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
30/48
19
3.5 MSP 430FG4618 MICROCONTOLLER FEATURES
Ultra low power consumptiono Active mode :400 A at 1MHz , 2.2vo Standby mode : 1.3 Ao Off mode(ram retention) :0.22 A
Five power saving modes Low supply voltage range 1.8v to 3.6v Ultra-fast wakeup from standby mode in less than 6s 16-bit RISC architecture Basic clock module configuration
o Internal frequencies up to 16MHZ with one calibratedfrequency
o Internal very low power, low frequency (LF) oscillatoro 32 KHZ crystalo External digital clock source
16-bit timer A with two capture/compare registers Universal serial interface(USI) supporting SPI & I2C Brownout detector 12-bit A/D and dual D/A converter with internal reference
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
31/48
20
Serial onboard programming On-chip emulation logic with spy-bi-wire interface 16-bit RISC architecture ,125ns instruction cycle time
3.6 APPLICATIONS OF MSP430
This section describes the following application as follows,
Portable medical meters, such as blood glucose meters, pulseoximeters
Insulin pumps
Digital thermometers Heart rate monitors Glass Break Detector Solar Power Inverters Telecom Shelter: Wireless Battery Monitoring
http://focus.ti.com/docs/solution/folders/print/489.htmlhttp://focus.ti.com/docs/solution/folders/print/349.htmlhttp://focus.ti.com/docs/solution/folders/print/603.htmlhttp://focus.ti.com/docs/solution/folders/print/603.htmlhttp://focus.ti.com/docs/solution/folders/print/349.htmlhttp://focus.ti.com/docs/solution/folders/print/489.html7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
32/48
21
CHAPTER 4
SYSTEM DESIGN AND IMPLEMENTATION
4.1 OVERVIEW
In this chapter let us discuss about the implementation of this
application. The system comprises the modules like design of
electrocardiograph monitoring ECG circuit. Let us see about the
implementation of the systems in the following sections.
4.1.1 Introduction to ECG
Heart rate is one of the most frequently measured parameters of the
human body and plays an important role in determining an individuals
health. Heart rate measurement is becoming a part of the typical consumer
lifestyle, and many electronic devices such as iPods, exercise equipment, and
mobile phones are becoming able to accurately measure heart rate.
The following Methods used to measure heart rate
o Electrocardiographyo Photoplethysmographyo Oscillometry(Blood pressure monitor method)o Phonocardiography.
Each of these methods measures different phenomenon that occur in
human body during the heart beat or cardiac cycle to determine heart rate.
4.1.2 Electrocardiographs
The contraction and relaxation of cardiac muscles causes blood to
flow in and out of the heart. During each cardiac cycle, a group of tissue in
the heart called the sino atrial node (a.k.a., the pacemaker of heart) generates
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
33/48
22
electrical impulses that spread all through the heart and cause rhythmic
contraction and relaxation of heart muscles. These electrical impulses can be
detected by placing electrodes in specific points in human body. An
electrocardiogram (ECG) captures this varying electrical impulse so shows
the overall rhythm of the heart.
This method requires placement of two or more electrodes on specific
points of the human body. The ECG signal is characterized by six peaks and
valleys labeled with successive letters of the alphabet: P, Q, R, S, T, and U
.The P-peak is produced by muscle contraction of the atria. The R-peak showsthe ending of atrial contraction and the beginning of ventricular contraction.
Finally, the T-peak marks the ending of a ventricular contraction. The
magnitude of the R-peak normally ranges from 0.1 mV to 1.5 mV.
Figure 4.1.2 ECG waveform
The average heart rate is calculated by first measuring the time
interval, denoted RR interval, between two consecutive R peaks and taking
the average reciprocal of this value over a fixed window, usually 15, 30 or 60
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
34/48
23
seconds. This average is then scaled to units of beats per minute (bpm). R-
peak is a part of the RQS complex which represents ventricular
depolarization. Before calculating the heart rate, we must processing the ECG
in the analog (amplification, common mode voltages suppression and
filtering) and digital (digital filtering) domains. Most of these functions can
be performed by the microcontroller in real time.
4.1.3 Finger Touch Capacitance
Touch sensors have been around for years, but recent advances in
mixed signal programmable devices are making capacitance-based touch
sensors a practical and value-added alternative to mechanical switches in a
wide range of consumer products. This article walks through a design
example of a touch-sensitive button that can be actuated through a thick glass
overlay. The following figure 4.1.3 symbol 4 is used as a touch sensing pad in
MSP430 Experimenter board.
Figure 4.1.3Capacitive Sensing Plate
Typical capacitive sensor designs specify an overlay of 3mm or less.
Sensing a finger through an overlay becomes increasingly more difficult as
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
35/48
24
the overlay thickness increases. In other words, as the overlay thickness
increases, the process of tuning the system moves from science to art. To
demonstrate how to make a capacitive sensor that pushes the limits of todays
technology, the thickness of the glass overlay in this example is set at 10mm.
Glass is easy to work with, readily available, and transparent so you can see
the underlying sensor pads. Glass overlays also have direct application in
white goods.
4.2 IMPLEMENTATION OF ECG MONITORING SYSTEM
The following section describes the entire application of block
diagram in detail. The ECG monitoring system diagram is shown in figure
4.2.
Figure 4.2 ECG Monitoring System
At the heart of any capacitive sensing system is a set of conductors
that interact with electric fields. The tissue of the human body is filled with
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
36/48
25
conductive electrolytes covered by a layer of skin, a lossy dielectric. It is the
conductive property of fingers that makes capacitive touch sensing possible
.A simple parallel plate capacitor has two conductors separated by a dielectric
layer. Most of the energy in this system is concentrated directly between the
plates. Some of the energy spills over into the area outside the plates, and the
electric field lines associated with this effect are called fringing fields.
A parallel plate capacitor is not a good choice for such a sensor
pattern. Placing a finger near fringing electric fields adds conductive surface
area to the capacitive system. The additional charge storage capacity added by
the finger is known as finger capacitance, CF. The capacitance of the sensor
without a finger present is denoted as CF in this article, which stands for
parasitic capacitance. A common misconception about capacitive sensors is
that the finger needs to be grounded for the system to work. A finger can be
sensed because it can hold a charge, and this occurs if the finger is floating or
grounded.MSP is used as processor to control the flow of heart rate in human
body and LCD display is used to display the valve of heart rate signal for
every second. The pulse measures blood oxygenation by sensing the infrared
and red-light absorption properties of deoxygenated and oxygenated
hemoglobin. This comprised of a sensing probe that attaches to a patients
ear lobe, toe or finger and is connected to a data acquisition system for the
calculation and display of oxygen saturation level, heart rate and blood flow.
Power source to the controller is about only 3.3V .That is produced
by in built lithiyam AAA battery or from PC power. For mid-range and high-
end applications where higher performance and higher measurement accuracy
are necessary, there is a need for higher performance processors and high
precision analog components that provide lower system power. The complete
schematic application of ECG measurement system is shown in figure 4.3.
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
37/48
26
Fig4.3 Complete Schematic of the Application
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
38/48
27
CHAPTER 5
SIMULATIONS RESULTS AND DISSCUSSION
5.1 OVERVIEW OF THE SOFTWARE
The software used for ECG measurement and heart rate detection is
Code Composer Studio is an integrated development environment for
developing applications for Texas Instruments embedded processors. Texas
Instruments embedded processors include DSPs, ARM based devices and
other processors such as MSP430. Code Composer Studio includes a real time
operating system called DSP/BIOS or SYS/BIOS.
Code Composer Studio or CCS includes support for OS level
application debug as well as low-level JTAG based development. CCS is
based on the Eclipse open source software framework. Code Composer
Studio version 4 is based on a modified version of Eclipse. Code Composer
Studio version 5 uses an unmodified version of Eclipse, and also includes
support for Linux, as well as Microsoft Windows. Previous versions of CCS
used a proprietary IDE. Code Composer Studio (CC Studio) is an
integrated development environment (IDE) for Texas Instruments (TI)
embedded processor families. CC Studio comprises a suite of tools used to
develop and debug embedded applications. It includes compilers for each of
TI's device families, source code editor, project build environment, debugger,
profiler, simulators, real-time operating system and many other features.
The intuitive IDE provides a single user interface taking you through
each step of the application development flow. Familiar tools and interfaces
allow users to get started faster than ever before and add functionality to their
application thanks to sophisticated productivity tools.
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
39/48
28
To install this version of Code Composer Studio(tm), follow these steps:
(1) Double-click on setup_CCS_4.2.1.xxxxx.zip
(2) On the menu bar, go to Actions -> Extract
(3) Select the directory where you wish to extract the files
(4) Select all of the following:
a. "All files/folders in archive"
b. Overwrite existing files
c. Use folder name
(5) De-select the following:
a. Open Explorer Window
b. Skip older files
(6) Click on Extract
(7) Once extraction has successfully completed, click onsetup_CCS_4.2.1.xxxxx.exe.
5.1.1 Step to execute the CC studio
The steps as follows
1.Create a new Project by selecting File New CCS Project.2.
Enter a project name, select "MSP430" as the Project Type and click
next until the Device Selection Page is shown. Select the Device
Variant used in the project.
3.Add the flashing LED code example to the project by clicking Project Add Files to Active Project... Code examples are located in
\msp430\examples\ according to the device
family that you are using.
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
40/48
29
4.If using a USB Flash Emulation Tool such as the MSP-FET430UIFor the eZ430 Development Tool, they should be already configured
by default.
5.To compile the code and download the application to the targetdevice, go to Target Debug Active Project.
6.The application may be started by selecting Target Run (F8) orclicking the green Play button on the toolbar.
7.To terminate the debug session click go to Target Terminate All.5.2 CALCULATING THE HEARTBEAT RATE
The number of heart beats per minute is calculated using a three beat
average. Two variables in the C main function counter and pulse period,
accurately track the time scale. Each output sample from the QRS
discriminator is compared against a set threshold to detect the presence of a
beat. Pulse period is incremented by one during every sample period. Because
each sample occurs every 1/512 second, it is easy to track the time scale based
on the number of counts in the pulse period variable. A 128-sampleTime
window is used as a debounce time using counter. Every time a beat is
detected, counter is reset and the LCD icon with four arrows is turned on to
represent the heart beat. If a beat is not detected for 128 consecutive samples,
a separation between successive beats is identified and the LCD icon with
four arrows is turned off. The pulse period is accumulated for threeconsecutive beats. On the third beat, pulse period is used for the calculation of
heart-rate per minute and reset.
= 1/ [/ (3 512 60)]
= 92160/
5.3 TESTING THE APPLICATION WITH CC STUDIO
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
41/48
30
The Figure 5.3 shows the execution level of the pulse are sensed by
using the Fingertip Capacitive touch sensors and it sends the message to the
MSP430 controller through LCD display.
Figure 5.3 Execution of program
5.4 HEART RATE MONITORING
At the heart of any capacitive sensing system is a set of conductors
that interact with electric fields. The tissue of the human body is filled with
conductive electrolytes covered by a layer of skin, a lossy dielectric. It is the
conductive property of fingers that makes capacitive touch sensing possible.
A simple parallel plate capacitor has two conductors separated by a dielectric
layer. Most of the energy in this system is concentrated directly between the
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
42/48
31
plates. Some of the energy spills over into the area outside the plates, and the
electric field lines associated with this effect are called fringing fields.
Part of the challenge of making a practical capacitive sensor is to
design a set of printed circuit traces which direct fringing fields into an active
sensing area accessible to a user. A parallel plate capacitor is not a good
choice for such a sensor pattern. Placing a finger near fringing electric fields
adds conductive surface area to the capacitive system. The additional charge
storage capacity added by the finger is known as finger capacitance, CF. The
capacitance of the sensor without a finger present is denoted as CP in thisarticle, which stands for parasitic capacitance. A common misconception
about capacitive sensors is that the finger needs to be grounded for the system
to work. A finger can be sensed because it can hold a charge, and this occurs
if the finger is floating or grounded. The output of heart rate detection using
finger tip capacitance is shown in fig 5.4 the symbol 4 is used as touch
sensing.
Figure 5.4Snapshot of heart rate monitoring
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
43/48
32
5.5 PC SCOPE FOR ECG DISPLAY
When using the "Heart rate with ECG Demo" program, an RS-232
level shifter is required between the ECG board and a PC. Only the TX
P4.0/UTXD1line is required, because no handshake is used for the serial
communication. The baud rate of the serial communication to the PC is 115.2
kbps. For displaying ECG, the PC must run scope.exe using command line
option of Windows. The scope.exe is an open source PC application program.
For convenience, this application program is provided in theoscilloscope.zip
file under the source files along with this application report .Figure 5.5 showsthe screen capture of the ECG display using the PC Scope application
program.
Figure 5.5 PC Scope Program for ECG Display
The following Figure5.5 shows the graph for the electrocardiograph
measures the heart beat rate in y axis and the time in x axis every second,
each ECG graph has the 6 intervals to measures the heart rate.
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
44/48
33
CHAPTER 6
CONCLUSION
This work describes a prototype for a novel low power ECG
measurement is developed, fabricated, and experimentally validated in this
study. The focus of this thesis has been to design a compact ECG monitoring
device using commercially available electronic components. The project work
is presented starting with the objectives and the specifications that were laid
down. The following chapters then introduce the main building elements of
the designed circuit, and support the decisions that were made regarding
component selection. The layout of the monitoring device prototype was also
designed, taking into account the fabrication technology available in the
departmental work-shop. The dimensions of the board could therefore be
further reduced if the board manufacturing and component mounting steps
were to be carried out by professionals. The monitoring node was built on a
matrix breadboard, while the MSP430 Experimenter board from Texas
Instruments. The ECG signal quality acquired by using our low power ECG
measurement was consistent for all subjects, and the variation of ECG signal
quality is very stable, even under motion. Overall, our proposed low power
ECG measurement provides potential for routine and repetitive ECG
measurements, although its biocompatibilities still needed further validated.
This project was successfully implemented and the output of heart rate is
displayed on LCD and ECG waveform on the PC by using oscilloscope
software.
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
45/48
34
6.1 FUTURE WORK
The project can be further developed in future by adding expert
system features like speed variations with moving screen, exact heart rate
with analysis, displaying 12 lead graphs, and monitoring ECG wave form on
PC monitor. We can enhance the feature of the project by enabling the
transmission of ECG signals through mobiles via wireless or Bluetooth.
This project can be further developed in future to monitor ECG signal
with different type of electrode.
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
46/48
35
REFERENCES
1.Baek, H. J., Chung, G. S., Kim, K. K., and Park, K. S., (2012), A
smart health monitoring chair for nonintrusive measurement of
biological signals, IEEE Trans. Inf. Technol. Biomed., Vol. 16,
No. 1, pp. 150_158.
2.Braunwald, E., Heart Disease: A Textbook of CardiovascularMedicine, Fifth Edition, p. 108, Philadelphia, W.B. Saunders Co.,
1997ISBN 0-7216-5666-8.
3.Daniel Paulus., Thomas Meier., (2009), ECG-Amplifier.4.Dash, Dr. P. K., (2002), Electrocardiogram Monitoring, Indian
J.Anaesth. 46 (4): 251-256.
5.Eilebrecht, B., Schommartz, A., Walter, M., Wartzek, T., Czaplik,M., and Leonhard, S., (2010), A capacitive ECG array with visual
patient feedback,'' in Proc. Int. Conf. IEEE Eng. Med. Biol. Soc.
6.Fonseca, C., Cunha, J. S., Martins, R., Ferreira, .V, Barbosa, J. M. d.Sa and Silva, A. M. d., (2007) ,A novel dry active electrode for
EEG recording, IEEE Trans. Biomed. Eng., Vol. 54, No. 4, pp.
162165.
7.Houghton, A.R., and Gray, D., (2003), Making sense of the ECG.Hodder Arnold Publishings.
8.Hurst, J., (1998) ,Naming of the waves in the ECG, with a briefaccount of their Genesis, Vol. 98, No. 18, pp 562.
9.http://www.biopac.com/Manuals/app_pdf/app109.pdf.10. http://www.ti.com.
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
47/48
36
11. Kafeza, E., Chiu, D.K.W., Cheung, S.C., and Kafeza, M., (2004),Alerts in mobile healthcare applications: Requirements and pilot
study, IEEE Trans. Inf.Technol. Biomed.Vol. 8, No. 2, pp.
173_181.
12. Lee, R.G., Chen, K.C., Hsiao, C.C., and Tseng, C.L., (2007), Amobile care system with alert mechanism,'' IEEE Trans. Inf.
Technol. Biomed., Vol. 11, No. 5, pp. 507_517.
13. Lee, R.G., Chou, I.C., Lai ,C.C., Liu, M.H., and Chiu,M.J.,(2005), A novel QRS detection algorithm applied to theanalysis for heart rate variability of patients with sleep apnea,
Biomed. Eng.Appl. Vol. 17, No. 5, pp. 258262.
14. Lin, C.T. , Liao, L.D., Liu, Y.H., Wang, I.J., Lin, B.S., and Chang,J.Y.,(2011), Novel dry polymer foam electrodes for long-term
EEG measurement, IEEE Trans. Biomed. Eng., Vol. 58, No. 5, pp
430.
15. Lin, B. S., Liang, H. Y. , Chen, R. J. , Lee, Y. T. ,and Ko, L.W. ,(2010), An intelligent tele cardiology system using a wearable and
wireless ECG to detect atrial brillation,IEEE Trans. Inf. Technol.
Biomed., Vol. 14, No. 3, pp.
16. Lu, M., (1994), The Design and Construction of an ECGTelemetry System, M.S. Thesis, University of Queensland.
17. Oehler, M., Ling, V., Melhorn, K., and Schilling, M., (2008), Amultichannel portable ECG system with capacitive sensors,''
Physiol. Meas., Vol. 29, No. 7, pp. 783_793.
18. Patil, G.M., Subbarao, K., Mytri, V.D., Rajkumar, A.D., andReddy. D.N., Embedded Microcontroller based Digital
Telemonitoring System for ECG, J. Instrum.Soc. India 37(2) 134-
149.
7/27/2019 NOVEL DEVELOPMENT AND IMPLEMENTATION OF LOW POWER ECG MESUREMENT AND HEART RATE MONITOR FOR
48/48
19. Rasid, M. F. A., and Woodward, B., (2005), Bluetoothtelemedicine processor for multi-channel biomedical signal
transmission via mobile cellular networks,
IEEE Trans. Inf.
Technol. Biomed., Vol. 9, No. 1, pp. 35_43.
20. Segura, Jose J., Frau, David Cuesta., and Luis Samblas-PenaMateo Aboy ., ( 1686-1690), A Microcontroller Based Portable
Electro-cardiograph Recorder, IEEE Transaction on biomedical
Engineering.