#help-39
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i think it's an ellipse
ou that would make sense
i think the height is pi times the distance from x to m
because halfway up the sphere the equator is 2pi * radius of the sphere
yes
oh yes true! Thanks so much, I'm happy with that :)
I'll close the channel now. have a nice day
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been staring at this for the longest time. I'm so lost.
So far, I think I use this?
the top one, Scalar by vector
from here, I have no idea how to proceed
I've always been dogshit with proofs
write out a formula for w^T w in terms of w1,w2,etc
@rustic kernel Has your question been resolved?
soo the summation of (w_1)^2 to (w_n)^2?
yes
I just use the summation symbol or is there another way to write that out?
either the summation symbol or +...+
how should I proceed?
take the derivative wrt w1, w2, etc and put them in a vector
so I just add x to everything right
should be all constants
I think I forgot how to derive, gimme a moment
I was thinking of integral
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What does it even mean to have a "pole at infinity"?
that seems like nonsense
It would mean if you evaluate at a complex sequence z_k such that |z_k|->inf, then N(z_k)/D(z_k)->inf
Or if talking informally, a complex number with infinite magnitude, then X has a pole at that infinite magnitude number
Ok gotcha!
On another notes, I don't quite understand what they did here. Would you mind guiding me through it?
I'm sorry but u can't even read the x(n) that's written I can read the b^n and b^-n but not that parts next to them
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I dont understand this at all can someone explain
that looks like u substitution, do you know how to do u substitution?
It's actually just the chain rule
I'm stuck I don't see it
isn't it technically reverse chain rule or something?
How are they forming that
Pretend the upper bound is x instead of sinx. What would you do?
Nope, just normal chain rule
I haven't integrated with variable bounds
You're not integrating anything. You're differentiating
Buf there's an integrate sign in there
That's just part of the function. It's not asking you to integrate
You didn't post the question, but the answer starts with "to differentiate the integral directly", so I'm assuming you're asked to find a derivative.
In this case you're applying a rule, the fundamental theorem of calculus.
You should read that first
No, the part you want has no mention of anti derivative
Oh
The answer you posted tells you the part you need
Okay. To start, pretend the upper bound is just x
I dont understand that
Do you understand the individual symbols?
Like I understand what everything is but I don't understand what it's telling me if that makes sense
Try replacing f(t) with t^3, and a with 5
Then calculate both sides and see what happens.
Do you know how to find the integral of t^3?
Ysa it's 1/4 t^4
Also, what is f(x) here?
Now, do you know how to plug in bounds?
That was an educated guess what's the reasoning
f(t) = t^3 means that anything you plug in gets cubed. f(2) is 8. f(3) is 27.
The d/dx is telling you to take a derivative, so do that
Yes, though it's a bit more complicated with the sinx part, so it helps to understand the easier version first
!occupied
Someone else is already using this help channel. If you need help with a question, please open your own help channel/thread (see #❓how-to-get-help for instructions).
The whole point is that you don't need to take any integrals. The right hand side tells you what will happen after you take an integral and a derivative
Waif I wrote it wrong
Yea
You can shortcut the whole thing into one line
Right now that's correct
Hold up. You gotta do the easy version first
And you don't need to take any integrals or derivatives. I only told you to do that so that you could see what was happening. The two were undoing each other.
Yea okay
You haven't done the first part yet, have you?
What first part
Oh
Yes
Okay, now, call the integral part g(x). Just to give it a new name so you don't get distracted by all the symbols
Oh, exponent is 13 but that doesn't really matter
Yea sorry
Good. Now you're being asked to find the derivative of g(sin x)
With no greater context, what is the derivative of g(sin x)?
Im not sure, Is it cosx g(sinx)
You're missing a prime
The power reduces by one
<@&268886789983436800> this person has disrupted multiple channels, this one more than once.
Can you explain
Look up the chain rule
I thought you had a typo, but it seems you have a misunderstanding of it
You are timed out for a day, learn to ask for help properly. Next offense will lead to escalated consequences
The start and the end of that are correct, but the middle is not
But we only need the start and the end
There's no product in the original function.
So now in our question, what is g'(sinx)?
Yea
If you compare it to the first term, you must conclude that d/dx sinx =1
What first term
Just look at the top line
Something is equal to itself times something else
So that something else must be 1
But it clearly isn't
Here
You found g'(x) here
Yup
By the way how is the chain rule done correctly here
You could just skip the middle expression, or you could write d/d(sinx) g(sinx)
In books, you will see the letter u in place of sinx or whatever your inside function is
You're welcome
One question we didn't really use the fundamental theorem of calculus really, we just did chain rule?
We used it here.
In a sense, you could have taken the integral, plugged in the bounds, and then differentiated, because this function is pretty simple.
But you might also notice that the "take the integral and plug in the bounds" is actually the fundamental theorem of calculus.
Yaa I did that for part one because that's the second theorem of calculus
That's the second part of the theorem right?
So we probably could have used either part for this question.
I dont really understand the difference between part 1 and 2
Yeah, it must be, since the first part is the derivative of the integral
Yea
The two parts are really saying the same thing, which is why they're parts of the same theorem
Oh I see
One part says that derivatives cancel integrals, and the other says that you can solve integrals with antiderivatives.
Okay sweet
Let me note that
Right, thank you. I will now carry on doing questions. See you around and take care.
❤️
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i need help my professor said that if anyone can solve this they can stay home tomorrow for class [f(2x) = 98x3.55 + 2x + 212]
Solve it how
@sleek cobalt Has your question been resolved?
The way you write the equation is kinda confusing, if youre referring multiplication, you can put a dot or just use parentheses
f(2x) = 98(3.55) + 2x +212 ?
f(2x) = 98.155 + 2x + 212 ?
I didn't understand yet there is nothing to solve
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any way to do this without normal vectors and cross products?
just through linear combination is it possible?
cuz the direction vectors of the top plane should combine in a way to get the direction vectors of the bototm plane
wait how would I set up my matrix?
@cinder thistle
2 colums 4 rows
could you please write out the matrix
so i can understand
i dont get what my b vector would be
2 -3
1 1
-2 5
7 2
cuz im tryna equate it to two things
M = this
and you want to show there is a A vector
so that
MA =
yep that part i got
i got lost on the b part
3
-1
2
4
3 -1 2 4 i see
so id need two matrix ?
or just one
cuz in the rhs
we can only have one column ye?
oh so rhs has two columns ?
no
in augmented matrix
there will be 2 eqns
first is
2 , -3 | 3
1 , 1 | 1
-2 , 5 | -2
7 , 2 | 4
second is
2 , -3 | -1
1 , 1 | 4
-2 , 5 | 2
7 , 2 | 6
oh so doesnt this mean 2 augmented matrix?
ohhhh 1 matrix but 2 augmented
trippy ngl
hm
ye i got no solution
which means not parallel
i just dont get why we have two equations
have combination of the top direction vectors equal one of the bottom direction vectors
then write another aug matrix equating to other direction vector
i dont get the reasoning behind that...
@robust nexus Has your question been resolved?
ye ill probs watch a couple more vids on linear independence and combinations
thank you though
appreaicate
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i had trouble converting this to a perfect square
I took 4 common from 4y^2-20y
Do i add 25 or 100
4(y^2-5y) +12x+67=0
to make a perfect square do i add 100 or 25
I don't think this is the right first step
I think 100
first step is to make coefficient of y^2 equal to 1?
right
Yeah nvm I was wrong
are u sure
So 25
why 25
the coefficient of y afted dividing both sides by 4 is 5, 5 squared is 25
yes but logically we need to add 25 in the term inside the bracket
so must be multiplied by 4 to
Oh wait
Divide both sides of the equation by 4 instead of factoring
what to do with 67
divide it by 4
ok
after taking lcm itd be 100
y^2-5y= -3x-(67/4)
add 25 on both sides
Then you get y^2 -5y + 3x - 67/4 = 0
Then y^2 -5y + 25/4 - 25/4 + 3x - 67/4 = 0 => (y - 5/2)^2 - 23 + 3x = 0 ....
This is not correct. Multiply the LHS out and you will get -10y (should be -5)
You need to add and subtract 25/4 instead of 25
I suppose
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guys i have no idea how to start i js know i need to releate height to the radius
it's a sphere
try drawing lines to the center
a line from the surface of the sphere to the center will have length R
i see at least two important lines like that in that diagram
hmm r u saying that height of cone + radius of cone=2r of sphere?
i don't think that's true unfortunately
oh
big hint: how long are the black lines? how long is the purple line?
that should be all you need
Hmm smth like this?
@astral pebble Has your question been resolved?
@astral pebble Has your question been resolved?
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Open
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i need to solve exercises of this kind related to like the drawing thing "Determine for which values of k the point P(k-3,4-k) belongs to the second quadrant."
[k<3]
Cartesian plane
you seem to have the result though
it may be a janky translation my book is in Italian and i dont speak Italian
the words are all fine
but what does it want me to do 😭
think about the restrictions on x and y
if its in the second quadrant is x positive or negative?
negative right?
wait no
positive
becouse it goes up
right?
or
Ohhh you mean the blue thing
yeah the answers are there somtimes
that dosent matter I gotta know how to do it
and im not sure how to do it
does that make sense?
but it goes up in the second one no?
like this?
yup
ty
how do i solve tough
what restrictions are on x and y?
huh? why not get a book in your language then?
im an immigrant
no its fine dw
are you not able to get some extra help then?
well they are helpful at school and it works with the rest of the subjects but
im very very bad at math
so
yk?
my teacher is nice but like i was bad at math in my home country i wont magically become great at it here
i didnt start doing it yet they were trying to explain it to me first
okay, so lets go to the start
we want the point to be in quadrant II
that is the top-left quadrant
that means, x<0 and y>0, yes?
ahh
i see
so, which two inequalities do we get?
k is bigger than 0?
\begin{align*}x&<0\y&>0\x&=k-3\x&=4-k\end{align*}
Bonk
OHHHHHHH
then we fill in the x and y
by making a dot?
its ok does that change the stuff im supposed to do?
im not quite sure what inequalities are in this case
i know its like 4>5
but i don't think its like that here right?
it means something else?
or is it like that
do you see the arrows?
yeah
mhm
they mean, if x<0 and x=k-3, then it must be that k-3<0, for example
$\left.\begin{align*}
x<0 \
y>0 \
x=3-k\
y=4-k
\end{align*}\right\rbrace \implies \begin{cases}3-k<0\4-k>0/end{cases}$
Bonk
Compile Error! Click the
reaction for more information.
(You may edit your message to recompile.)
fk
mr robot please dont do that to me its hard as is 😭
$\left.\begin{matrix}x<0\y>0\x=k-3\y=4-k\end{matrix}\right}\implies\begin{cases}k-3<0\4-k>0\end{cases}$
yes!
do you see whats happening here?
Bonk
do you see what happened?
so k is 5?
x is a minus y is a +?
becouse -<0 and +>0
look at the inequalities on the right
the k-3<0 and 4-k>0
try rewriting those into k ><?
0><0
no....
im sorry im really bad at math
hey maybe you could show an example of a different exercise if you want?
no its alright
maybe that will help me understand better?
unless you are not following at all
im trying but im not sure what kind of inequality lm supposed to find
an inequality is instead of an = (equality) there is a > or <
so, 3x+4=0 is an equality
but 3x+4<0 is an inequality
yes but that is already shown in the exercise so I'm not sure what im supposed to like
show
ohh
we need to show for which k, the point is in the second quadrant
and a point is in the second quadrant, if x<0 and y>0
so from there we get, k-3<0 and 4-k>0
our k that we find, but satisfy both inequalities
i just understood that there are 2 ks💀
ohhh
wait isnt that impossible
how can that be if its simoultaniously less and more than 0
wait
K is 3?
4-3 is one and 3-3 is- nvm
wait
no
what if its 3.5
$\begin{pmatrix}k-3<0\4-k>0\end{pmatrix}\iff\begin{pmatrix}k<3\4>k\end{pmatrix}\iff\begin{pmatrix}k<3\k<4\end{pmatrix}$
would that work
Bonk
do you follow this?
😄
YESSS
its a range of values
THANK YOU
its that easy? its just that?
oh my goshhh
sorry i was overcomplicating it in my head or smth
so looking at that last part, what is the range of k?
from - infinity to 2
right?
i meant minus infinity
like 2 , 1 , -1,-2,-3....
so its anything from 2 to any other number less than 2
thats not the problem
oh-
its any number less than 3
sorry
yesss
does this make sense?
yeah
do i need to do something else?
like this?
@lucid valley Has your question been resolved?
im not sure but your a robot
so you dont actually care
so eh
guys is it solved?
what is ur question
well im not sure if its that easy for the answer to just be like less than 3 but if thats it i think i understand it
lemme show you
here
im not sure if I'm stuck or not i think it might have gotten solved?
thats my question did my question get solved or is this just a step?
if it did get solved then its ok i understand where the like 2.99 and - infinity came from
ykwim?
i mean i get taht u have a point P yes but ifeel like u're missing informations there ? what is the question even and what did they provide
which quadrant u talking about
2
yh but what is the equation
this is the question
can u pinpoint the second quadrant its probably a language barrier
the second quadrant is the one on the top left
u're working on space geometry?
then u have it solver
d
you just need k-3<0
<=> k<3
the cartisan plane
thank you thats what i needed to hear
thx bonk and everyone else that helped
you tooo ty
yw
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Hi so the question I’m doing is question ex9L question 3c. And I’ve done this like 3 times now and I keep on getting it wrong can someone tell me what I did wrong?
holy scribbles
,w integrate 6*cbrt(x) from 8 to 27
$(27)^{4/3} \neq 74$
,w simplify 1044/4
Im just gonna re do it
i told you your mistake
27^(4/3) =81
not 74
🤔
how did you get 74
Yes.
and 3^4 is
74
So then 3x3x3x3, so 3x3 =9 so then 9x3 is 27 and then 27 x 3 is 74
3^4 = 3 * 3 * 3 * 3 = 9 * 9
Unless I’m tweaking
No, 27 * 3 isn't 74.
I had like 2 hours of sleep 🙏🙏🙏
27 x 3 = 74
🔥
lol
What is it gang
🤔
just use a calculator
Or do it on paper.
try 20 * 3 + 7 * 3
Or that.
or 30 * 3 - 3 * 3
Or that.
If you forgot how to multiply on paper: https://www.wikihow.com/Do-Long-Multiplication.
even still
It’s like 81
no idea where 74 came from
yep
if you multiply an odd number by an odd number and get an even number a light should go off in your head
me training this reflex every chance i get
go to sleep
no i must do this.
Maths before sleep
🙏
I’ll go to sleep earlier today…
Anyways
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what
that’s not my writing
i took a screenshot and circled their mistake with my phones pen
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Integration help
Why am I getting 2 different solutions?
Which method is correct
both are correct 
I did method 1 but answer sheet says method 2
gpt also said method 1
just that C is different
who said they were different
oh constant..
i plugged into desmos
and they weren't the same
so i thought
huh.. getting 2 diff answers
because you assumed they had the same C
i forgot
yeah
i forget that with ln
that happens sometimes
which method should i use
doesn’t matter
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lol
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$$
\lim_{x \to -\infty} F(x) = \lim_{x \to -\infty} (e^x + e^{2x \sin x})
$$
Chrome
1/e^infinity will be 0
Will it?
e^(-inity) will be 0
That's e^0
But i am not sure what should I do with e^(2xsinx)
Hence 0
No
sinx oscillates between -1 and 1
Yes sir
Intuitively, what do you think the limit is?
I tried to think but not getting proper intuition
xsinx will be like increasing for x>0
And increasing x<0
x× [-1 1]
but negative sign so it will be max and minima both
e^max+, e^min-
DNE
Minima will be 0
And max is infinity
@warm current
Looks good
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draw a triangle with angle sin^(-1) x
If you want a more mathematical proof, square both sides, and use cos²=1-sin²
but that isnt allowed right cuz then i assume the proof is correct?
so i got to move from the left to the right
at least that is what I was told in lineair algebra maybe it is allowed in calc?
Okay, don't square both sides, square just $\cos(\arcsin x)$
SWR
It's allowed to write equivalences, if this is equivalent to some simplified form and you know that simplified form is true, you can backtrack and follow that the first thing in your equivalence chain (the equation) is true
Oh huh i was told i would get 0 points then
You can write an equivalence for squaring if you ensure both sides are positive
Hmmm
imma do that first then but i want to use the triangle method after if that is possible
But you need to pay attention to what's an equivalence and what's not. Squaring is only an equivalence if both sides are positive
Aaah alright thank you
aaah okay ye the equivalence can sometimes still be tricky for me
Then yeah, you can do it without equivalence still. It just feels a little more obfuscated at times
but how can i simplify (cos(1/sin(x))² ?
ye they use arcsin and sin -1
$\sin^{-1}x\ne\frac{1}{\sin x}$
SWR
i suppose the sin -1 is 1/sin here then
No, it's the inverse function, like f^-1.
$\sin^{-1}x$ is different from $(\sin x)^{-1}$. It's an unfortunate symbology
SWR
Pffff okay than how can i simplify cos(arcsin x )²
i know the normal rules with sin and cos but not with arcsin and stuff
Well, x is something you get after taking the sine of an angle. Let's say the angle is theta.
If sin(theta) = x, what is cos(theta)?
ye
OK, so cos(arcsin(x)) = cos(theta).
I need help with this one pls
See the #❓how-to-get-help channel for how to get your very own help channel.
So, if you have sin(theta), what is cos(theta)?
aaah okay
It's the main way of converting a sine to a cosine or vice versa.
Right, but we want cos(theta) on the left.
Right.
right?
And what is sin(theta)?
and sintheta is x
You're welcome.
imma close it after i have taken a good note of it :)
OK.
.close
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✅
How could i have used the triangle method?
You can draw a right triangle with a hypotenuse of length 1.
Then, you can pick one of the non-right angles as the angle you're using.
Then, cos(theta) = adj/hyp = adj/1 = adj.
sin(theta) = opp/hyp = opp/1 = opp.
So, we have arcsin(x) = theta, so sin(theta) = x.
So, you write x as the opposite side.
Then you can use the Pythagorean theorem to find the adjacent side.
Then, cos(theta) = adj, so cos(arcsin(x)) = adj.
You're welcome.
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i am an absolute beginner in algebra and i wanna see if my solve is correct
well i was guided a lot and i still think i messed up
@hidden imp Has your question been resolved?
@hidden imp Has your question been resolved?
@hidden imp Has your question been resolved?
You're at least on the right track
Making a function f that maps elements of the sequence (a_n) to their place in the sequence n is definitely a great start, and then relating it to P(N) as a way of getting the carnality 2^N is fantastic
It kind of falls apart in the middle though, at least for me. I'm not sure what g or A is supposed to be here
@hidden imp If you're still down to work on this, do you wanna try explaining the purpose of g and A here? If you're not sure either though I'd be happy to help you patch your answer up!
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Hello im looking for a good understanding of the DTFT. I get what it is but don’t understand its derivation or how it works intuitively. I know DFTs but I feel like there’s some gap between the two that I can’t grasp
@last moth
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Can you describe your current understanding of DFTs and DTFTs?
From my understanding:
Discrete Time Fourier Transforms are a discretized version of continuous fourier transforms in that they use samples taken at some sampling frequency rather than a continuous function of time. These samples are fed into a summation where the number of samples used and the index of the sample being summed are used to determine the angle of the vector in the complex plane that has a magnitude of x[n] After calculating all of these vectors for a given frequency, their sum will add to some value. This value will spike when the given frequency is close to or matches a frequency of a sinusoid approximated by the samples.
DFT is a discrete time to discrete frequency transform
DTFT is a discrete time to continuous frequency transform
From my understanding both utilize sampling, but the DTFT somehow gets a continuous frequency domain
Its formula is also different and I dont understand its derivation or much else beyond it
Do you remember the difference between Fourier series and Fourier transforms
That's very similar to the difference between DFTs and DTFTs
If you remember, Fourier series have a discrete frequency while Fourier transforms have a continuous frequency
That's because Fourier series act on a finite/periodic time interval whereas Fourier transforms work on an infinite line of time
A similar distinction holds for DFTs and DTFTs
DFTs are just Fourier series with sampled time bins, and DTFTs are just Fourier transforms with sampled time bins
Does that help @rose sentinel
Yes
What happens if I use the DFT to sweep continuous frequencies?
cant I just plug in any frequency I want
Or doesn't that remove its invertability or something if it doesnt match the same count
(I dont know much linear)
Also, I see what you're getting at, but how would you approach deriving the DTFT from the CTFT?
I'm not sure what you mean by plugging in. You apply the DFT to some finite vector of time-indexed values, and then you get out a finite vector of frequency-indexed values (of the same length). So the DFT is just a change-of-basis matrix.
Yes, for this operation to be invertible, the time-domain and frequency-domain signals need to be the same length. (They need to contain equivalent information.)
i see
You can essentially just replace the integral over all time points with a sum over all time samples instead
The Wikipedia page has a section on this
I saw that section but didnt really get it
The top formula is the Fourier transform, right?
Right
The bottom formula just comes from replacing the integral with a sum, because now we have discrete time instead of continuous time
If we have discrete time samples spaced apart by T time (so ..., -2T, -T, 0, T, 2T, ...), then we just plug in t = nT
and we get the formula on the bottom
why is Ts(nT) = s[n]?
mhm
so you get T s(nT)
right
and then e^(-i 2 pi f Tn) just comes from plugging in t = Tn
idk why they wrote nT in one place and Tn in the other, but same thing
i get that but what is the significance of defining s[n] to be the sample value at nT times that time?
I see but then why multiply that by T
T is dt
yes, but why define an encompassing s[n] to include that
oh
moreover why is T*s(nT) = s[n], I assume brackets signify a discrete function(?) and parenthesis imply continuous
yes, including the T in the s[n] here just makes the formula tidier so you get that the formula is just the dot product of s and e^(-i 2 pi f T n)
you could choose to normalize it a different way if you wanted, it doesn't really matter
then the formula would just be T * the dot product of s and e^(-i 2 pi f T n) instead
wheres the dot product come in? I never really understood that part
oh, the dot product is just a sum
sum_n of s[n] * e^(-i 2 pi f Tn)
you can also write that as s · e^(-i 2 pi f T n)
same thing
mhmm
what happens to the nT inside the s(nT) and why does multiplying it by T not only discretize it but also remove the interior T?
is it just pure convention?
I dont get it
if you think about s[n] as the magnitude of s at the nth time sample, scaled by how long one sample is, then it makes sense
the nth time sample occurs at t = nT
and one sample lasts for T time
so therefore we'd expect something like s[n] = s(nT) * T
we're abusing s here to mean two different things
on the left-hand side, s is a sequence of numbers, one value s[n] for each integer value of n; on the right-hand side, s is a function of continuous time
we've just decided to give them the same name for convenience
Im still kind of lost
s[n] is the magnitude of s at the nth index, I get that. I dont get why it makes sense that n = nT
but the nth time sample occurs at t = nT so s(t) = s(nT), so why does multipling s(t)*T make it s[n]
mhm
then we discretize it by sampling at ..., -2T, -T, 0, T, 2T, ...
s[n] represents the area of the nth orange rectangle
you could do that too, you would just need to make the formula sum_n T s[n] e^(-i 2 pi f T n) instead for it to mathematically work out
it really doesn't matter so much since it's just a constant factor
you can just consider the value instead too
the area and value are proportional so it doesn't affect the theory at all, besides the constant factor of T somewhere in the formula
here they're just bundling (s(nT) dt) into s[n]
right, but what is the meaning behind finding the area to begin with
is it just the inner product thing
where its 0 everywhere but equal frequencies
you could imagine that you're replacing the integral in the FT with a Riemann sum, which involves adding up areas of rectangles
right
so s[n] = T s(nT) represents the width of the rectangle times the value of the signal
when you multiply that by e^(-i 2pi f Tn), you get the area of the rectangle in the Riemann sum
and then you can just take the sum
again you can just define s[n] = s(nT) if you want too, that's okay, there just needs to be a T somewhere in one of your formulas because it's the width of the rectangle in the Riemann sum
wdym you get the area? I thought s[n] is the area
the height of the rectangle in the FT is the value of the signal s(t) times the exponential e^(-i 2pi f t)
so the area of the Riemann sum rectangle is T * (s(t) * e^(-i 2pi f t))
here the Wiki article is wrapipng T * s(t) into s[n] for convenience
and then s[n] e^(-i 2pi f nT) would be the area of the full rectangle for the Riemann sum
whats the significance of that? I learned it off the back that its just two embedded integrals which are inner products <s(t),cos(nt)> and i<s(t),sin(nt)>
what's the significance of what
you understand why the formula for the DTFT needs to be sum_n T s(nT) e^(-i 2pi f T n) right
i think so
i dont get why youre redefining the inside of it to be per say f[n] where the value is the area
I'm just saying it doesn't really matter what you define s[n] to be, up to a constant factor, as long as you're consistent
ok
if you define it as s[n] = T s(nT), your formula will be nicer because there's no longer a T in it
One nice property is that the sum of s[n] will now be approximately equal to the integral of s(t), if you care about that
so then when I have a list of sampling values T apart, I have to multiply them all by T too?
instead of the sum of s[n] * T being approximately equal to the integral of s(t)
but again it's up to you
yes, the T gets accounted for somewhere
okay i can get behind that
practically speaking you probably don't care about the exact frequency power values anyways, just the peak frequencies
sure
so multiplying by T doesn't affect it one way or the other
and so what makes that frequency domain continuous unlike the DFT?
you can plug in any value of f
this is because you have an infinite amount of time
your n ranges across all integer values
but couldnt i sacrafice invertability in the DFT for a continuous frequency domain
I think by that you're talking about aliasing? like multiple different frequency-domain signals corresponding to the same time-domain signal
I'm not sure why you would want that
the point of a FT is that time-domain and frequency-domain signals represent equivalent information
if you can have multiple different frequency representations of the same signal, then what's the point
fundamentally your frequency resolution is limited by how much time you record over
yeah, it has the same problem with the nyquist frequency since it also involves sampling
aliasing probably isn't the right word
so the frequency domain repeats every multiple of the sampling f/2 right?
yeah
like the DFT
exactly
oh wikipedia has a picture
This is a table of what frequency spectra look like for each of the four FT techniques
Fourier transform, Fourier series
DTFT, DFT
as you can see the Fourier transform has continuous frequencies, and the DTFT also does, but it exhibits the nyquist rate, where you can see that at frequencies below -1/2T or above 1/2T, it starts repeating
Hmm alright
sorry I was a bit imprecise here, the original frequency domain is from -F/2 to F/2, then it repeats again but backwards going from F/2 to 3F/2, then it repeats again but forwards from 3F/2 to 5F/2, etc
alr
the FFT is just an algorithm to compute the DFT, you can ignore it in this picture
sure, but why is it there
the FFT just computes frequencies spaced from 0 to F
ohhh
which as you can see is enough to describe the whole frequency spectrum bc it just repeats periodically
because N = F right?
so you can see here for the DFT, since it occurs over a finite time, its frequencies are discrete, and since it's discrete (sampled) time, its frequency spectrum is periodic
alright
it's not exactly right that N = F since N is an index and F is a frequency, but the Nth frequency bin has a frequency of F; more precisely, the FFT computes the 0th, 1st, ..., (N-1)th frequency bin values
wont the DTFT be off from the FT
Well I mean the total sample count
I learned it as N = total and n is index
yeah N is the number of total samples
equivalently it's the total number of frequency bins
right
yeah, you can see in the pic here, the DTFT contains less info than the FT because the DTFT contains a bunch of overlapping copies of the FT repeated over and over again
well i mean more than that
because youre using riemann sums
if you let T go to zero i guess
no we're letting T stay fixed
yeah but T is your sampling frequency right
but the effect of that is what I described about the frequency spectrum
it's your sampling period* yeah
right
it's kinda magical
there's some nice interplay between the discrete and continuous versions of the Fourier transform
there's a relevant theorem called "Poisson summation" here but I won't get into it
so for large values of T, our DTFT is innacurate right? atleast over non integer frequencies
Mhmm
the DTFT would still be exactly a bunch of copies of the FT summed up
but as you increase T, the width of information in the DTFT gets smaller and smaller
if you increase T, the Nyquist sampling rate gets smaller and smaller
And we retain more of the frequency spectrum right
less of the frequency spectrum
because you're smushing the copies of the frequency spectrum closer and closer together