week 4.1 Flashcards
biosignals
variations in energy as a function of space and time
what is a measured signal composed of?
biosignal of interest and noise
(biosignal of interest is the device recording the signal, like ECG, EKG, etc)
noise
any variation to quantity being measured not related to process of interest
encoding
part of processing measured signal, can be divided into coninuous (analog) and discrete (digitial)
continous/analog signal
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
what is the domain of a continuous/analog signal?
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
examples of continuous/analog signal
temperature, sine wave, etc
discrete/digital signal
defined over a discrete time domain, therefore has a countable domain
signal measurement system
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
most biosignals are digitized by the data collection system:
data acquisition and analog to digital conversion
digital signals is a series of…
numbers
x[k] = x0, x1, x2, x3, x4… xN
what does x[k] represent?
the value of the analog signal at discrete points in time
how is the sample interval (Ts) determined
t = n * Ts = n / fs
what is fs
sampling frequency
fs = 1/ Ts
what is n
position of the number in the sequence