Parte 1
BIOMEDICAL SENSORS
CODE COURSE: 39168-ENG
CREDITI FORMATIVI: 6CFU
(Corso Integrato)
DOCENTI:
Valerio Re valerio.re@unibg.it
Massimo Manghisoni massimo.manghisoni@unibg.it
Matteo Pezzoli matteo.pezzoli@unibg.it
MATERIALE DEL CORSO:
Moodle course - “Biomedical sensors, smart sensors and electronic system”
PW:bis2122
On Teams Channel in section “File”
MODALITA’ D’ESAME:
Oral exam, covering the subjects discussed during the course.
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INTRODUCTION
Sensors and microelectronic systems, also known as electronic technologies, are
▶ considered as the key technology of our modern life. They can be recognized as
enablers of novel application, impacting on our society. It is possibile to assume that
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this kind of technology will become more and more important during the years thanks
to their progression. It is known that di erent elds of our life are e ected by sensors.
2
Thanks to the use of this kind of technologies, di erent elds, starting from healthcare
to industrial production, are being revolutionized by interconnected microelectronic
systems. This one are able to acquire and process all the data that are reached by the
sensors. four elds,
It can be possible summary this kind of market in which are:
- Smart industries: presence of automated and intelligent industrial processing for the
de nition of nal products thanks to sensors and electronic systems (articulated arms,
robots, automatics probes).
- Smart thing: considering wearable, like smart watch, or not wearable, like phone,
device, which are able to monitor di erent kind of parameters of the person, like heart
rate, blood pressure, oxygen content. Smart thing s are able to monitor both people
and environment in which people are living. A bene t of this kind of technology is that
all of them can communicate each other, sending information to cloud or archive
system.
- Smart home & city: presence of sensors, whose role is to control the house, like anti-
theft sensors, or also optimize the consume of the energy and water.
- Smart driving: vehicles are full of sensors which permit to point out all the possible
3
problems that the vehicle could have, giving an advertisement to the driver, like lights
on the ignition dial or parking sensors. Nowadays it is working on self-driving vehicles.
4 evolution trends of electronic technologies,
During the years there has been an which
had started in 1980 and it continues to improved, decreasing the sizes and increasing the
number of processors.
At rst there was the Moore theory in which object were use for processing, going to
de ne the information age; these era was characterized by the presence of personal
computer and laptops. Nowadays we are living in the More that Moore Theory, which is
something that goes over the Moore rst law. Also known as interaction age, it is based
on the concept of sensing due to the combinations of di erent technologies for data
processing device. After this phase it has been predicted the Beyond Moore Theory,
which will be considered as the enhancement age. This era will be characterized from
some hypothesis that we don0t know if will became true, like telekinesis and robotic
servants.
Enabler: abilitatore;
1 Field: campo, settore;
2 Point out: segnalare;
3 Light on the ignition dial: spie sul quadrante di accensione;
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The kind of architecture that we
will analyzed during the course
are composed by integrated
sensors and microelectronic
systems. Considering the
image on the right, it stats from
sensing front end, which is the
part that interface with the real
world (microphone, antenna,
gyroscope, radio signals). After
the acquisition of the real signal
by the sensor, this one convert it into digital form, expressing the real input in voltage or
current units.This is called signal processing. When this data is started we can store the
data in electronic device or send them in a remote site which work on speci c protocols.
Di erent kind of transmission to go to another electrical device called gateway, which
collect information coming from di erent devices in the same local environment. After that
the information goes to cloud where data can be store and analyzed.
The possible applications of kind of architecture can be on the four elds that have been
de ned before. For the industries is the idea is to monitor some industrial machineries to
see if there could be some anomalous behavior that require maintenance actions before
the onset of problematics thanks to the use of sensors which can detect some
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anomalous behaves that cannot detected by human. All the data that have
been collected have been send to electronic system, which can process
them and then o er some possible solutions to limit the damage.
As it has been seen before, the application of sensors on person can be
useful for monitoring they health conditions. In this case it is possibile to
talk about wearable sensors which can be use for detect the conditions of
both person and environment. An important thing is that the sensors can
augment the person’s perception, so they do not increase only the ve
senses. This special feature increases the possibility to de ne an
augmented human.
It has also seen how the new digital technologies are having a large impact
on buildings and infrastructures. It is possibile to control the performance of
the structures using sensors and algorithms. These make possible the
monitoring of aging and degradation, going to plan ordinary and extraordinary
maintenance. So protecting and monitoring the structure of building consists in:
- Use MEMS sensors for pressure and stability real-time monitoring;
- Consideration of chemical sensors for pH monitoring;
- Analysis of energy harvesting from structural vibrations for data transfer;
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- Big data analysis with massive numbers aggregation for better understanding and
structure collapse prevention.
Onset: insorgenza;
5 energy harvesting: raccolta di energia
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OPERATIONAL AMPLIFIER AND LAPLACE TRANSFORM
operational ampli er
An can be de ned as a di erential
ampli er, which structure is generally characterized by the
presence of two inputs and one output. In microelectronic
system, the main analog signal processing function are
performed by circuits based on operational ampli ers,
especially in negative feedback con gurations. It is possible
function:
to talk about two di erent
- The ampli cation of small signals generated by sensors;
- The attenuation/cancellation of disturbances and Schematic image of an operational
interferences with lters. ampli er.
As we can see in the image above, the operational ampli er is composed by two inputs;
these two are named non inverting input (V ) and inverting input (V ) in which it is possible
+ -
to applied two voltage signals. With regard the output signal, it is seen which is only one
and it can be named as V OUT.
Making mathematical consideration it is possibile to say
that:
- + −
V = A ⋅ (V − V )
V is the multiplication between the gain (A) and the
OUT OUT
di erence value between the non-inverting and inverting
input [1] [1] Equations of the value of V OUT.
- current (I).
Consideration about the At rst it can be seen
two current: I and I , which the rst is related to the non-
+ - + −
I = I = 0
inverted voltage while the second to the inverted voltage.
The basic mechanics of operational ampli ers considered
the value of the current equal to zero this because on of [2] Consideration of the value of the
[2] current.
them is linked to the ground. This can be considered as an
ideal condition, because it is possibile to have some
amount of current but its value is really small.
The majority of the operational ampli ers is designed to work
with a dual supply voltage, which role is to fed it to improve its
work. It is possibile to talk about the positive supply voltage
(+V ) and the negative supply voltage (-V ), which are
DD SS
symmetrical to the ground. The two supply voltages need not
necessarily have the same value and it is a characteristics of
the modern CMOS microelectronic systems . The versatility of
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these devices is such that there may be applications where
the negative voltage can be set to zero, that is, the
component is powered by a single voltage. In dual power
supply, the output signal level can range between the two Operational ampli er with supply
supply voltage values at less than a small margin, which can voltages
vary depending on the type of op amp adopted.
CMOS: kind of technology used in digital electronics for the de nition of integrated circuits,
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based on the use of the MOSFET transistor inverter.
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So, after this account, we can said that, in which
Considering the circuit, it is possible kind of circuit:
making some consideration. + −
I = I = 0
• V
In the equations [1] representing the OUT
+ − + −
V = A ⋅ (V − V ); (V − V ) = ;
• OUT
relation of V , it has spoken about A
OUT
the gain (A). This one is a very large considering A→∞, it is possible to say that
+ − + −
(V − V ) = 0; V = V
number, which in the ideal operational .
ampli ers corresponds to an in nite
value.
The yellow arrows represent the currents
which pass through the resistances (I
R1,
I ).
R2 inverting
This circuits represents the
ampli er, which uses the inverted input of
the operational ampli er as the main input
while the non inverted input is grounded. Negative feedback and operational ampli ers
So due to this characteristics it is possibile to make
some analysis:
+ −
V = V = 0
• , this because it is connected to the ground;
I = I , this is said considering the Kirchoh ’s law on knots.
• R1 R2
Considering also the Ohm’ laws it is possibile write the same thing in a di erent way:
V
V R
OUT
IN 2
V = − V
= − . So from this equation, it is know that: OUT IN
R
R R 1
1 2 transresistance ampli er
A circuits which presents a is used to convert a current signal
into a voltage signal. A possibile application is for the processing of signals from
photodiode, that is a junction did in a t reverse region, where the reverse current is
proportional to the intensity of the radiation
to which the did is exposed.
As it has said before, it is possibile
non-inverting
to talk also about
ampli ers, which uses the non-inverted
input of the operational ampli ers as the
main input while the inverted input is
grounded.
Also in this case it is possibile to make
some considerations. Positive feedback and operational ampli er
The equivalence between the currents and the
as it has been seen before,
voltages in the operational ampli er, can be written as:
V − V
V IN OUT
IN
I = I ; − = .
R1 R2
• R R
1 2 R
2
V = (1 + )V
This brings to: .
OUT IN
• R
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voltage
▶A variant of non-inverting ampli er is the
bu er. Considering the image alongside, the circuit
presents a connection from the negative input to the
output. Considering an idea ampli er with in nite
gain A and the ohm’s and Kirchho ’s laws, it is
possible make some mathematical consideration:
+ + − −
V = V V = V V = V Voltage Buffer
→ → .
in out
We can say that there is a unity going circuit (A=1) that works as an impedance adapter; it is placed
between a circuit that has an high output impedance and a circuit that has a low input impedance.
This kind of structure t is common used some application where it is not necessary have
like when we have to drive a load.
a change between an input and output signal, So this
circuit gives the opportunity to don’t have e ect.
d i e re n t i a l
C i rc u i t s t h a t p re s e n t
ampli ers are really important due to their
function. In many cases, when we have to
acquire information from sensors, it is
necessary making a measure in a
d i e re n t i a l w a y l i k e a n a l y z e d t h e
di erence value between a quantity that
we are detecting and its reference value
i.g. measure of temperature.
for this value
The sensor provides two inputs: one is
related to the reference quantity and the
second one to the quantity that has Differential ampli er
change. In order to measure this
di erence, it can be possible use this kind
of ampli er, that will give an output signal proportional to the di erence of the inputs
signals with a gain factor.
Considering the Ohm’s and Kirchho ’s R = R3 R = R
If and ,
law, it is possible make some 1 2 4 R
considerations. 2
V = (V − V )
It is possible to say that out 1 2
R
It can be also possible to talk 1
instrumentation ampli er,
about the
which is an high-performance version of this i.e.
simple di erential ampli er thanks to the presence of three di erential ampli ers.
measurement of the ECG signal.
The logic conforms that ideal and real operational ampli ers have a di erent behavior. We
have seen that ideal condition supposes that everything is perfect but this terms cannot
i.e. The gain (A) in real ampli er cannot be equal to an in nite
be applied in real world.
value because it depends on frequency of the signal applied on circuit. Another i.e. can be
the value of the current: in ideal case it can be equal to zero but in reality is has always a
small value. Also the CMRR value: in ideal operational ampli ers the output has given by
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CMRR: parameter used to evaluate the performance od a circuit when it has to amplify the di erence between two signals.
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the gain multiple by the di erence between V and V According to this we aspect that
+ -.
V will be equal to zero but in reality internal circuits works even if the two input voltage
out
have the same value, de ning a V ’s value near to zero.
out
CMRR
It is possible deepen the In mathematical way it can be written as:
A
concept. Also know as a d
| |
CMR R =
Common Mode Rejection Ratio, it A
CM
v
is a parameter which de nes how out
A =
where: , which represents di erential gain
d
well te operational ampli er v
in v v
approximates its ideal behavior as in in
+ − + −
v = + v = − v − v = v
in which: , , with: in
an high-gain di erential ampli er. 2 2
v
out
Remember: the di erential A =
While: , which represents the common-
CM v
gain gives informations about the in + −
v = v = v
capability of the circuit to extend mode gain where: in
the di erence between two inputs
voltage signals. Instead, the
common mode gain can be calculated when the voltage input has the same value or the
same sign of the voltage output. In a good operational ampli er, the CMRR’s value can be
around 80-100dB. In addition it is possible to say that CMRR’s value can’t be equal to
zero: this because it is impossibile that two resistors can have the same value due to
factory feature.
The circuit that has been reported on the side can be
considered similar to the trans-resistance ampli er.
This because there is a presence of a negative
feedback operational ampli er but the feedback
element is a capacitor instead a resistor. In this case
relationship between the
we have to considered the
voltage current with the capacitor. Considering the
Kirchho ’s law, it is possible assume that the output
voltage is related to the input voltage. This one,
before arriving to the output section passes through
the capacitor and ideally the input currents, which ow in the capacitor, have to be equal
to the current that is absorbed to d V d V i
the generator that goes out of the out out in
i = C =
→ .
node. IN dt dt C
Considering the circuit and the integration current signals,
Considerino the it is
mathematical relation, it is possible writing:
t
1 ∫
possible to say that: V (t) = i (x)d x .
out in
So, this electric charge C 0
gives rise to a current signal, So it is possible to say that output voltage signal has
whose integral corresponds to the to be proportional to the integration of the input signal.
total charge generated in the
sensor. In this kind of circuit, a
voltage signal is generated at the output, whose amplitude is proportional to the charge
like in radiation sensors,
generated in the sensors. In some possible applications, the
relevant information is associated with the amount of electric charge generated in the
sensor, which is proportionate to the intensity of the radiation to which the sensors itself
The electric charge gives a measure of the intensity of radiation that
has been exposed.
hits the sensor. So due to the physical properties of the semiconductor material, whose
the sensor is made by, when the radiation hits the sensors, it releases energy and this
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generates an electric charge, which will give a current signal. We are talking about a
charge sensitive ampli er where the integral of the current correspond to the duration of
the current itself, that will be equal to the total charge delivered by the sensors when it is
expose to radiation.
Ina real contest, the structure is not achievable due to the non ideal behavior of the
operational ampli er, especially for the value of the current that we have already seen that
can’t be equal to zero. This because even if we considered o t
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-
Biomedical Data Protection
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Analysis of biomedical data and signals
-
Biomedical Signal and data processing
-
Biomedical Instrumentation and bioimaging (Parte 1)