week 4.1 Flashcards

1
Q

biosignals

A

variations in energy as a function of space and time

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2
Q

what is a measured signal composed of?

A

biosignal of interest and noise

(biosignal of interest is the device recording the signal, like ECG, EKG, etc)

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3
Q

noise

A

any variation to quantity being measured not related to process of interest

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4
Q

encoding

A

part of processing measured signal, can be divided into coninuous (analog) and discrete (digitial)

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5
Q

continous/analog signal

A

information is coded in terms of amplitude
signal has defined amplitude at every point in domain

dumbed down: the y is amplitude and signal is always being measured

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6
Q

what is the domain of a continuous/analog signal?

A

it’s uncountable and may or may not be finite. signal will have some value at every point
-> function doesn’t need to be continous

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7
Q

examples of continuous/analog signal

A

temperature, sine wave, etc

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8
Q

discrete/digital signal

A

defined over a discrete time domain, therefore has a countable domain

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9
Q

signal measurement system

A

analog to digital
sampling is done by slicing up to sequence digital numbers at time intervals Ts

dumbed down: chop up analog into time intervals (Ts) for digital

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10
Q

most biosignals are digitized by the data collection system:

A

data acquisition and analog to digital conversion

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11
Q

digital signals is a series of…

A

numbers
x[k] = x0, x1, x2, x3, x4… xN

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12
Q

what does x[k] represent?

A

the value of the analog signal at discrete points in time

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13
Q

how is the sample interval (Ts) determined

A

t = n * Ts = n / fs

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14
Q

what is fs

A

sampling frequency
fs = 1/ Ts

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15
Q

what is n

A

position of the number in the sequence

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16
Q

digitizing of analog signal

A

requires slicing of signal in time and amplitude

17
Q

what is the functions of analog and digital signals?

A

analog: x(t), x is a function of time
digital: x[n], x is a function of sampled numbers n

18
Q

analog to digital (A/D board)

A

16 bit, multifunction I/O device

19
Q

LSB

A

least significant bit, minimum change in voltage required to guarantee a change in output
(measure of accuracy)

20
Q

V LSB equation

A

V LSB = V max / 2^Nbits - 1

21
Q

systematic error

A

each measurement deviates from true value by a fixed amount

22
Q

random error

A

noise: unpredictable variations in measured signal from moment to moment

23
Q

examples of noise

A

building vibrations, air currents, electric power fluctuations, stray radiation from nearby electricals

24
Q

physiological variability noise

A

what you’re measuring can vary from other mechanisms
solution: modify approach

25
Q

environmental noise or interference

A

caused by other source of similar energy effecting signal of interest
ex: fetal ECG signal is corrupted by mother’s ecg signal

26
Q

arifiact

A

caused by transducer response to other energy variation
ex: motion artifact, stimulus artifact

solution: design better transducers

27
Q

electronic noise

A

caused by known sources and characteristics
ex: white noise
solution: transducer/electronic design

28
Q

two sources of electronic noise

A

thermal or johnson noise (resistors
shot noise (current noise, like voltage barriers of semiconductors)

29
Q

white noise

A

has similar energy levels over all frequencies range

30
Q

error can be calculated by

A

subtracting mean from the original data set

31
Q

variance

A

signal variability irrespective of its average

matlab command var(x)

32
Q

standard deviation

A

square root of variance

33
Q

sinusoidal

A

a sign graph

periodic signal = x(t) = x(t + T)
t = time
T =period in seconds

34
Q

what information about the variability of a signal does the average provide?

A

None. it does not give us any info

35
Q

root mean squared (RMS) acronym

A

S quare the signal
M ean (calculate)
R oot (sqrt)

36
Q

effective value (RMS) of AC voltage is ___ to the DC voltage

A

equivalent

37
Q

does a lamp with 6V rms AC supply have the same brightness as a lamp with 6V DC supply

A

yes