Chapter 8 Confidence Intervals Statistics for Business (ENV) 1.
CHAPTER 8CHAPTER 8. Bioinstrumentation
Transcript of CHAPTER 8CHAPTER 8. Bioinstrumentation
CHAPTER 8CHAPTER 8. Bioinstrumentation
BioinstrumentationBioinstrumentation
Electronics
Basic Parameters
AmplifierParameters
Passive Elements
ActiveElements Filter
Linear Circuit OP AmpLinear CircuitNetwork Analysis
OP Amp
8 12 TIME VARYING SIGNALS8.12 TIME-VARYING SIGNALS
V, I = Acos(ωt+φ)f = s(t) = Acos(ωt+φ)where t : time
A
tφ/ ω
where t : time,A : amplitude, ω : frequency, φ : phase angle
-A
T = 1/f = 2π/ω
- φ/ ωφ : phase angle
f = Re {Aejωt+φ}
Euler’s FormulaEuler s FormulaEuler’s formula :Euler s formula :
Relationship to trigonometry :
Proofs : using Talyor series,Proofs : using Talyor series,
PhasorPhasor• In physics and engineering, a phasor is a representationIn physics and engineering, a phasor is a representation
of a sine wave whose amplitude(A), phase(θ), and frequency(ω) are time-invariantPh d th d d i th f• Phasors reduce the dependencies on the frequency factor, which also includes the time-dependence of the sine wave, thereby simplifying certain kinds ofsine wave, thereby simplifying certain kinds of calculations.
• Using phasors, it can be factored out, leaving just the t ti lit d d h i f ti t b bi dstatic amplitude and phase information to be combined
algebraically (rather than trigonometrically). • Similarly linear differential equations can be reduced to• Similarly, linear differential equations can be reduced to
algebraic ones. phasor
Phasor AnalysisPhasor Analysis• Resistor Impedance :p• Capacitor Reactance :• Inductor Reactance :• Inductor Reactance :
Transform Analysis• In mathematics a transform is an operator applied to a
function so that under the transform certain operations• In mathematics a transform is an operator applied to a
function so that under the transform certain operationsfunction so that under the transform certain operations are simplified.function so that under the transform certain operations are simplified.
Laplace Frequency (Fourier)Time Domain Laplace domain
Frequency (Fourier) domain
V v(t) V(s) V(jω)
i i(t) I(s) I(jω)
R v(t)=R•i(t) V(s)=R•I(s) V(jω)=R•I(jω)
L v(t)=L • di(t)/dt V(s)=Ls•I(s) V(jω)=jωL•I(jω)
C i(t)=C • dv(t)/dt I(s)=Cs•V(s) I(jω)= jωC•V(jω)
Differential equation Algebraic equationsOut/In
Differential equation(impulse response)
Algebraic equations(transfer function)
Transfer Function
ViVoutVin
( )V ( )V j
• Transfer function :• Transfer function :
( )( )( )
out
in
V sT sV s
=( )( )( )
out
in
V jT jV j
ωωω
=
• Transfer function : – relationship between the input and output
of an instrument or system (in transform domain)
• Transfer function : – relationship between the input and output
of an instrument or system (in transform domain)of an instrument or system (in transform domain),
– transform of the impulse responseof an instrument or system (in transform domain),
– transform of the impulse response
Signal RepresentationTime Time vsvs FrequencyFrequency
시간축주파수축
시간축
Fourier SeriesHarmonic Analysis
Fourier Series : 주기적인신호는기본주기와이의정수배주기를갖는 sine파(고조파:harmonics)형의합으로나타낼수 있다.
Fundamental
Harmonics
Effect of Higher Harmonics
Original waveformN=1 N=3
Reconstructed waveform
N=7 N=19
N=79
abruptly changing points in time
Effect of Higher Harmonics
Effect of Higher Harmonics
시간과 주파수 도메인
8 11 OPERATIONAL8.11 OPERATIONAL AMPLIFIERAMPLIFIER
OP Amp HistoryOP Amp HistoryO i l A lifi i d i• Operational Amplifier : mentioned in the paper “Analysis of Problems in Dynamics” by John R. Ragazzinni 1943
• OP Amp concepts advanced around 1947
• K2 W tubes general purpose computing• K2-W tubes general purpose computing OP Amp from G.A. Philbrick Researches Inc. in 1952
• Solid-state OP Amp : by Burr-Brown & G.A. Philbrick Researches Inc. in 1962
• µA702 : first IC type OP Amp by• µA702 : first IC type OP Amp by Fairchild Semiconductor in 1963, $300, military & aerospace onlyA741 fi t i t ll t d OP• µA741 : first internally compensated OP
Amp by National Semiconductor in 1968
OP-Amp
Originally, the term, “Operational Amplifier,” was used in Originally, the term, “Operational Amplifier,” was used in g y, , p p ,the computing field to describe amplifiers that performed various mathematical operations.
g y, , p p ,the computing field to describe amplifiers that performed various mathematical operations.
It was found that the application of negative feedback around a high gain DC amplifier would produce a circuit
It was found that the application of negative feedback around a high gain DC amplifier would produce a circuit with a precise gain characteristic that depended only on the feedback used. with a precise gain characteristic that depended only on the feedback used.
By the proper selection of feedback components, operational amplifier circuits could be used to add,
bt t i t t d diff ti t
By the proper selection of feedback components, operational amplifier circuits could be used to add,
bt t i t t d diff ti tsubtract, average, integrate, and differentiate.
What the operational amplifier can do is limited only by
subtract, average, integrate, and differentiate.
What the operational amplifier can do is limited only by the imagination and ingenuity of the user.the imagination and ingenuity of the user.
OP-Amp
Circuit Model of the Single Ended Operational AmplifierCircuit Model of the Single Ended Operational AmplifierOp Amp Package Options
Pin description for general and forEquivalent Circuit of the Ideal Operational Amplifier
Pin description for general and for the 741 op-amp.
OP-Amp Circuit Analysis
Open Loop Operation
T I t t F db k Ci it Voltage Follo erTwo Important Feedback Circuits Voltage Follower
OP-Amp Circuit Analysis
The Differential Output Operational Amplifier
Biopotential Measurement- principle
Active cell → bathing medium → body surfaceActive cell → bathing medium → body surface(Constant Current Source) (Volume Conductor) (Potential Difference)
Ve eV
seaNa+ Cl-
BAT
sea
Biopotential Measurement - meaning
Source identification problem from projections
v source lead= •uuuuuuur uuuur
ECG lead EEG lead
Bioelectric Signal Amplifier3-electrode(active(+), active(-), reference/common/GND)
g p
Differential amplifier
Requirements of Amplifier1 Differential amplifier : subtraction1. Differential amplifier : subtraction 2. High input impedance3 Total gain and bandwidth3. Total gain and bandwidth
Noise
Unwanted signal componentUnwanted signal componentSignal-to-Noise Ratio(SNR)Internal vs External SourceSignal-to-Noise Ratio(SNR)Internal vs External Source• internal noise : in audio amplifier
– electronic components• internal noise : in audio amplifier
– electronic componentsp• external noise : in biopotential amplifier
– power line hum (capacitive coupling)
p• external noise : in biopotential amplifier
– power line hum (capacitive coupling)power line hum (capacitive coupling)– EM waves(radio, ESU,..etc)
supply voltage fluctuation
power line hum (capacitive coupling)– EM waves(radio, ESU,..etc)
supply voltage fluctuation– supply voltage fluctuation– maternal signal in fetal monitoring
Diff ti l A lifi
– supply voltage fluctuation– maternal signal in fetal monitoring
Diff ti l A lifiDifferential AmplifierDifferential Amplifier
Single-sided Amplifier
-A
C1
Z+
AsC2 EbEp
Zs
60Hz, 220V Eo
C1
C2
Equivalent Circuit
-A
Shield Room C
+As
-Ep
+As
p60Hz, 220V
Reduce C1 or ZsReduce C1 or Zs
Missions of Bio-Amplifier
• Amplifying the differential signal hil li th i l
• Amplifying the differential signal hil li th i lwhile canceling the common signal
to both electrodes : differential while canceling the common signal to both electrodes : differential amplifier/instrumentation amplifieramplifier/instrumentation amplifier
• Keeping the common signal as small as possible : ground
• Keeping the common signal as small as possible : groundas possible : ground electrode/negative feedback as possible : ground electrode/negative feedback
Differential Amplifier
by Matthews 1934by Matthews 1934At input terminals;
– Ep is in pahse through
At input terminals;– Ep is in pahse through
C1
Ep is in pahse through C1 and C2
– Eb is out of phase
Ep is in pahse through C1 and C2
– Eb is out of phaseC2
C1
+
-Ad
C2Eb
EpZs
60Hz, 220V
Ad
+
-
Eo
Try to make C1 and C2 same!Try to make C1 and C2 same!
Equivalent Circuit
Differential Amplifier
CMRR(common mode rejection ratio) : CMRR(common mode rejection ratio) : ( j )figure of merit for differential amplifierThe higher, the better : 106(=120dB) @ 60Hz
( j )figure of merit for differential amplifierThe higher, the better : 106(=120dB) @ 60Hzg , ( ) @g , ( ) @
EdAd
-
EcAd
-
Eo+ Eo
+
Differential gain:Gd = Eo/Ed Common gain:Gc = Eo/Ec
CMRR = Gd/GcCMRR = Gd/Gc
Differential Amplifier
R2Low Input Impedance!Low Input Impedance!
-Ein
E1
R1
+
Eout
in
E2 R3
RR4
⎛ ⎞
By superposition rule;
2 4 2 21 2 2 1
1 3 4 1 1
1 ( )out d inR R R RE E E E E G ER R R R R
⎛ ⎞= − + + = − =⎜ ⎟+ ⎝ ⎠
1 3 2 4,R R R R= =Need perfect match!Need perfect match!
Instrumentation Amplifier
+E
R4
R5-
E1
+
-R1
R2
R3Ein
EoutR6
R7
-
E2 +2
522 1dRRG
R R⎛ ⎞⎛ ⎞
= +⎜ ⎟⎜ ⎟⎝ ⎠⎝ ⎠
2 3 4 6 5 7, ,R R R R R R= = =if1 4R R⎝ ⎠⎝ ⎠
Need perfect match!Need perfect match!
8 13 ACTIVE ANALOG8.13 ACTIVE ANALOG FILTERSFILTERS
Frequency Response of Filter
de max( )T jω
de max( )T jω
Am
plit
ud
max( )
2T jω
Am
plit
ud max
max( )
2T jω
FrequencyclωFrequency
A 2
chω
High-pass Low-pass
mpl
itu
de max( )T jω
max( )T jω pl
itu
de max( )T jω
Frequency
Am
2
clωchω
Am
pmax
( )2
T jω
clω chωFrequencyFrequencycl ch
Band-pass Band-stop(notch)
Filter & Frequency Response
R’
V VoutR
C ( ) 1sT s
sRC
=+
R’C R
-Vin
VoutR
'( ) 1R sT sR s
=+
Vin Vout+
sRC
+
1st order high-pass
R 1
( ) 1RCT s
s=
+
CR’
-
R
Vin VoutCs
RC+
1'( ) R C
Vin Vout+
( ) 1R CT s
sRC
=+
1st order low-pass
Filter & Frequency Response
R2
C1+
C2
R+
R
C2
Vin Vout-R1
R2
C1Vin Vout-
R1
1ω
2nd order low-pass 2nd order high-pass
1 1 2 2c R C R C
ω =
2nd order low-pass 2nd order high-pass
8 14 BIOINSTRUMENTATION8.14 BIOINSTRUMENTATION DESIGNDESIGN
Instrumentation DesignVoltage and frequency ranges for some important
parameters that are measured in human bodyVoltage and frequency ranges for some important
parameters that are measured in human body
Parameter sensor location Voltage range Frequency range (Hz)
p yp y
ECG skin electrode 0.5 – 4 mV 0.01 – 250
EEG scalp electrode 5 – 200 μV DC – 150EEG scalp electrode 5 200 μV DC 150
EGG skin-surface electrodeEGG stomach-surface
electrode
10 - 1000μV0.5 – 80 mV
DC – 1DC – 1electrode
EMG needle electrode 0.1 – 5 mV DC – 10,000
EOG contact electrode 50 – 3500 μV DC – 50EOG contact electrode 50 3500 μV DC 50
ERG contact electrode 0 – 900 μV DC – 50
Nerve potentialsSurface or needle electrode
0.01 – 3 mV DC – 10,000
Instrumentation Design
• Signal AmplificationC d f lifi h i f 10 10 000
• Signal AmplificationC d f lifi h i f 10 10 000– Cascade of amplifier, each gain of 10-10,000
– Small DC offset must be removed5 V DC ff t 107 i 50(V) t t
– Cascade of amplifier, each gain of 10-10,000– Small DC offset must be removed
5 V DC ff t 107 i 50(V) t t• 5μV DC offset x 107 gain = 50(V) output• High-pass filter with 1.0(Hz) cutoff freq. used at
various points in the cascade of amplifier
• 5μV DC offset x 107 gain = 50(V) output• High-pass filter with 1.0(Hz) cutoff freq. used at
various points in the cascade of amplifierp pp p
G 1 G 1 G 1 000 G 100 G 10 iG=1 G=1 G=1,000 G=-100 G=-10
HPFbuff
Instrumentation Amplifier with
Integrator Feedback :V2
LPF HPFI.A.
HPFbuff VRef
Feedback :
2 1
( )1( ) ( )
outV s sGV s V s s
=− +
Vout
V1
Gain StagingIntegrator Feedback*
sRC
+
Instrumentation Design
• Noise reductionL f i
• Noise reductionL f i
( )T jω
– Low-frequency noise (amplifier DC offset, sensor drift temperature
– Low-frequency noise (amplifier DC offset, sensor drift temperature
G
sensor drift, temperature fluctuations, etc) : by a high-pass filter
sensor drift, temperature fluctuations, etc) : by a high-pass filter
Frequency1f 2f 3f 4f 5f 6fg p
– High-frequency noise (nerve conduction, radio
g p– High-frequency noise
(nerve conduction, radio
Frequency
- f1 : HPF cut-off
broadcasts, computers, cellular phones, etc.) : by a low pass filter
broadcasts, computers, cellular phones, etc.) : by a low pass filter
- f2 : lower limit of biosignal freq.- f3 : power-line freq.- f4 : upper limit of biosignal freq.
a low-pass filter– Power-line noise (50-
60Hz): by a band-stop
a low-pass filter– Power-line noise (50-
60Hz): by a band-stop
- f5 : LPF cut-off & anti-aliasing- f6 : A/D sampling freq
60Hz): by a band-stop (notch) filter60Hz): by a band-stop (notch) filter