Lecture 4, Convolution | MIT RES.6.007 Signals and Systems, Spring 2011

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  • čas přidán 21. 08. 2024
  • Lecture 4, Convolution
    Instructor: Alan V. Oppenheim
    View the complete course: ocw.mit.edu/RES...
    License: Creative Commons BY-NC-SA
    More information at ocw.mit.edu/terms
    More courses at ocw.mit.edu

Komentáře • 182

  • @ConsciousnessIsMyGod
    @ConsciousnessIsMyGod Před 10 lety +256

    The famous Alan Oppenheim. Thumbs up if you noticed his mustache is the sinc function.

    • @glabka333
      @glabka333 Před 10 lety +8

      Hah, and I naivly thought it is shifted cosine :D

    • @boughouabdou605
      @boughouabdou605 Před 10 lety +2

      glabka333 lol nice jokes guys :)

    • @klam77
      @klam77 Před 7 lety +3

      he's got a nice 70s groove goin on. Funk! Disco! O wait.....this was uploaded in 2011, but RECORDED in 1970! during Peak Disco Inferno......burn baby burn. wooohoooo...love it!

    • @javijee_
      @javijee_ Před 7 lety +3

      Ha ha. That's a good one.

    • @leandrogage9409
      @leandrogage9409 Před 3 lety

      Instablaster

  • @aderants
    @aderants Před 11 lety +49

    The best part of this Series is it was given in 1987, and I am in 2013 referring it. Wondering after 20 years my Son will take a visit to this site and finds my comments ..
    Cheers !!

  • @otsilekgaladua5485
    @otsilekgaladua5485 Před 8 lety +69

    this man is a legend. He is a legend. MIT thank you for your generous offer of education. #bravo!!

  • @goharkay
    @goharkay Před 12 lety +48

    the cameraman/men for these videos probably got a very good idea of the subject

  • @bandar1606
    @bandar1606 Před 10 lety +96

    6 dislikes. I think they are some professors because no one attends their lectures and students instead watch this guy.

    • @univuniveral9713
      @univuniveral9713 Před 5 lety

      You are smart.

    • @manideepp2229
      @manideepp2229 Před 4 lety

      @Beyond Oblivion your comment is platinum my friend.

    • @unknownuser927
      @unknownuser927 Před 4 lety +1

      Ironically my professors recommended us to follow this lecture series.

    • @amit-mishra
      @amit-mishra Před 2 lety

      @c_a Online allowed us to do that exactly. Should i say thanks to corona? lol

  • @lokeshm2583
    @lokeshm2583 Před 3 lety +4

    Alan sir your great nobody in the internet has explained convolution in this way you are a ideal person . Your are awsome. Now I got interest to do convolution. Thank you sir. Your textbook is very nice . 😀

  • @rgseven6557
    @rgseven6557 Před 6 lety +5

    I consider myself fortunate to have access to such useful lecture videos. I have been struggling to comprehend this topic but now I have a better grasp. Sincere thanks for uploading this video. Regards from Singapore.

  • @samuelleung9930
    @samuelleung9930 Před 4 lety +2

    We should learn from the best people in that field if we can... That’s what MIT OCW keep reminding me. Highly Respect to Prof Oppenheim.

  • @VarunKumar-ir6wd
    @VarunKumar-ir6wd Před 3 lety +3

    I'd like to leave you with the fun and opportunity of doing that at your leisure.

  • @boughouabdou605
    @boughouabdou605 Před 10 lety +7

    Thanks to you Sir Oppenheim. An art of state courses, well done.

  • @georgeyu7987
    @georgeyu7987 Před 6 lety +3

    He go through everything so fast... this is indeed MIT speed

  • @josechemist
    @josechemist Před 11 lety

    I will not be surprised. This is a will never-die video . Comprehensive and straight to the point.

  • @probono2876
    @probono2876 Před 7 lety +5

    Prof Oppenheim, many thanks for your great teaching.

  • @imjisooimok1826
    @imjisooimok1826 Před 7 lety +15

    That opening music😂
    Makes me happy😂
    Thanks for the video though

  • @Lycheeee11
    @Lycheeee11 Před 7 lety +3

    Finally I understand convolution!! THANK YOU MIT!!!

  • @EngBandar1
    @EngBandar1 Před 10 lety +3

    I should call this guy the father of signals and systems. His book is the best as far as I know and these videos made the book more popular. I feel sad for other authors of the same field. They need to double their work to catch up this guy. Also, thanks for the cameraman. he deserves a credit. Well done MIT.

    • @drtgyjk
      @drtgyjk Před 10 lety

      .

    • @dopier12
      @dopier12 Před 10 lety

      Bandar I'm just finding him and having a glimmer of hope of passing my signals and systems class, as my professor is on the terrible side. The guy is a walking book. Where are the professors that created the last great generation when you need them?

    • @Bluddyshadowhell
      @Bluddyshadowhell Před 9 lety +4

      the book is terrible and should be used like reference book not an actual textbook meant to teach a person new to the coursework.

  • @OmarChida
    @OmarChida Před 3 lety

    Pof. Alan V. Oppenheim

  • @MetalLenny
    @MetalLenny Před 11 lety +4

    Thanks for posting; Im an EE major at SFSU I found this very helpful

  • @chinnu349
    @chinnu349 Před 12 lety

    It represents everything about the rectangle i.e to say it gives you magnitude, area and position of the rectangle. In other words that equation and the rectangle diagram are interchangeable.

  • @LucasAmorimPlus
    @LucasAmorimPlus Před 11 lety +2

    I can't help but imagining Magnum P.I. giving a lecture on Convolution when I see that stache.

  • @RomyvanEs
    @RomyvanEs Před 9 lety +6

    the man's a hero.

  • @stevenan93
    @stevenan93 Před 8 lety +65

    this guy is such a gangster

  • @frankliou3609
    @frankliou3609 Před 4 lety +1

    what a charming smile before the ending!

  • @karankhatwani8987
    @karankhatwani8987 Před 6 lety +1

    the greatest , Alan Oppenhiem.

  • @masonhung7061
    @masonhung7061 Před měsícem

    I love how the way he said “strategy” just like we are solving a problem together. instead of ,this is just how the equation works , eat this shit

  • @nikshepbangera5416
    @nikshepbangera5416 Před 5 lety

    cant believe this was made even before i was before... some people are just ahead of their time

  • @storgerbenevolent5678
    @storgerbenevolent5678 Před 3 lety

    this is taking me a huge time to wrap my head around the concept, although they are explained in a nice fashion best there is , it is still taking time

  • @cpeter9569
    @cpeter9569 Před 7 lety +1

    best explaination of the convolution integral I have found!!

  • @emrahtokalac1721
    @emrahtokalac1721 Před 3 lety

    Thank you so much Prof.Alan V. Oppenheim

  • @rishavkumar9288
    @rishavkumar9288 Před 3 lety +1

    He is the father of signal and system 😀 cheers 👍

  • @Gman2486
    @Gman2486 Před 8 lety

    This guy speaks good English. I can actually learn from this.

  • @alimousvi9846
    @alimousvi9846 Před 9 lety +3

    Thank u MIT, u help us learn.

  • @yuxue2801
    @yuxue2801 Před 4 lety +2

    20:03 is the wow moment

  • @el_witcher
    @el_witcher Před 4 lety +3

    The guy is gold, but learning S&S from his book is extremely difficult. I had a look at S&S by MJ Roberts and quite liked it. I wonder if I'd be too far behind if I learned from this book instead.
    Does any of you guys use the book by MJ Roberts?
    Thanks.

    • @guruG509
      @guruG509 Před 2 lety

      Hey, i am From India, and this semester, the official book followed here is His official book, but it is too cluttered to my understanding, fortunately in the huge library, i found out that book and immidiately issued it, it is pictorially easier to understand, and after that i read your comment.

  • @TheReligiousCrap
    @TheReligiousCrap Před 6 lety

    23:45 Great explanation! My teacher didn't explain this integral thoroughly.

  • @superparko1
    @superparko1 Před 5 lety

    Just a recent comment passing by. This is gold.

  • @mohamedessam1397
    @mohamedessam1397 Před 2 lety

    Old but Gold

  • @aggressivetourist1818
    @aggressivetourist1818 Před 3 lety +1

    OMG this lecture is amazing

  • @DF-ss5ep
    @DF-ss5ep Před rokem

    Very nice visualization of the convolution integral

  • @khaben6986
    @khaben6986 Před 5 lety +50

    who is watching this video on 2019 to understand convolution ? 😂

  • @elmotivoso85
    @elmotivoso85 Před 11 lety +6

    Ah ok, the book I use was written by him

  •  Před 8 lety +16

    convolution :D . finally :D

    • @vg5028
      @vg5028 Před 7 lety +2

      i feel exactly the same. I've been trying to understand it for a while now, but I think I finally get it :)

    • @nagarajuchukkala9538
      @nagarajuchukkala9538 Před 5 lety

      Exact same feeling

  • @roros2512
    @roros2512 Před 6 lety +3

    around the minute 44:50 appears the solution to the sum alpha^(-k), I think there is a mistake, could put some comment with the right answer please?
    The book shows a similar example with that final solution, but the sum is actually alpha(k), without the minus sign
    Thank you very much, these lessons are extremely useful

    • @ze2411
      @ze2411 Před 4 lety

      I have the same question!

    • @storgerbenevolent5678
      @storgerbenevolent5678 Před 3 lety

      yes i feel same!

    • @beytulk
      @beytulk Před rokem

      I feel the same too, I think multiplying with alpha(k) is forgotten.

  • @TheGi0gio
    @TheGi0gio Před 8 lety +2

    this guy is da bomb! thanks for the tutorial kind sir! :)

  • @fardeszx
    @fardeszx Před 12 lety

    it awesome...This lecture provides an easier understanding elaboration than his textbook.

  • @TANVEER991164
    @TANVEER991164 Před 11 lety

    very well explained specially
    the dynamic explanation of convolution

  • @abdoaboganima
    @abdoaboganima Před 3 lety

    الراجل ده عظمة اوي :D

  • @damny0utoobe
    @damny0utoobe Před 4 lety

    Love this dr oppenheim lecture

  • @area51xi
    @area51xi Před 3 lety +1

    I'm not en engineer. Just a surgeon so bear with me. I was following this until 23:48. I would have thought that h[n-k] is h[n] shifted to the right by k. I just see that h[n] graph and imagine that it's just shifted over to the right by k. Why say that h[n] is h[k] and that h[-k] is h[k] flipped over when you could equivalently say it's just the h[n] shown with a time shift of k?

    • @jacobvandijk6525
      @jacobvandijk6525 Před 3 lety +2

      I like the idea ;-) Looks a lot simpler. But k isn't the shifting factor here. The factor k is just an integer on a infinite time-line where you can place the values of h(-k). It is the value of n that determines the shift of h(-k) via h(n-k) over this time-line. As you perhaps know, convolution is all about the overlap of 2 functions: keep one in place and shift the other one over it. Of course, it's up to you which of two function is being shifted.

    • @mridulk81
      @mridulk81 Před rokem

      @@jacobvandijk6525 so does this mean that the visualization given at 11:05 and the other visualization at 23:48 are just two different perspectives of looking at the convolution sum based on which function we choose to time shift?

    • @jacobvandijk6525
      @jacobvandijk6525 Před rokem

      @@mridulk81 I like this example very much: 27:56. Instead of reflecting h in the y-axis (what's done here), you could reflect the step-function in the y-axis and make it shift to the right. Same result.

  • @jerusheng
    @jerusheng Před 3 lety

    Is the demonstration done in an analog oscilloscope? Genius idea of visualization given what they have at that time.

  • @TheAllboutwin
    @TheAllboutwin Před 11 lety +2

    What a stache!

  • @SameerSk
    @SameerSk Před 3 lety

    Thank you MIT.

  • @LuckFx
    @LuckFx Před 10 lety +12

    I think everybody studying Signals and System uses this book lol, we're using it here at Universidad Politecnica de Madrid too

    • @omega7377
      @omega7377 Před 7 lety +4

      We are using it too, at Istanbul Technical University.

    • @maheryagub
      @maheryagub Před 7 lety +1

      University of Patras Greece too

    • @manoelnt0
      @manoelnt0 Před 7 lety +1

      The omnipresent Oppenheim, even on Brazil (Federal University of Ceará)

    • @imjisooimok1826
      @imjisooimok1826 Před 7 lety +2

      India too😂😂

    • @user-on7ib4te3o
      @user-on7ib4te3o Před 6 lety +2

      Nazarbayev University, Kazakhstan too

  • @AnasAhmad7
    @AnasAhmad7 Před 9 lety

    This is really beautiful .

  • @azstudioproductions
    @azstudioproductions Před 11 lety +1

    Perfect lesson , thank you so much !

  • @klam77
    @klam77 Před 7 lety

    THE guru.......respect!

  • @Captain_Rhodes
    @Captain_Rhodes Před 9 lety +59

    signals is interesting but in my experience it is the subject with the worst literature out there. Ive never read a book that actually explained things in a way that didnt assume mountains of prior knowledge. this guys book is terrible to learn from but his lectures are good. If anyone has ever found a text that isn't a total pile of shit let me know!

    • @adityatyagi4009
      @adityatyagi4009 Před 9 lety +8

      +Captain Rhodes I'm glad I'm not the only one who believes this about the signals literature! If you're into DSP, check out the Lyons book! All the best to you.

    • @Captain_Rhodes
      @Captain_Rhodes Před 9 lety

      ***** I will thanks. There is a website called complex to real dot com that has some great PDF's. Unfortunately the examples are full of mistakes but the text is pretty great. check that one out

    • @atifmahmud114
      @atifmahmud114 Před 7 lety +1

      Try the Lee Varaiya book. It is available for free online, and the practice problems, if not the chapters, are very helpful

    • @ThatOneHandsomeGamer
      @ThatOneHandsomeGamer Před 3 lety +2

      I agree. I think Oppenheim's book is very hard to understand, but his lectures are amazing!

    • @Captain_Rhodes
      @Captain_Rhodes Před 3 lety +1

      @@ThatOneHandsomeGamer yea hes a talented teacher but sadly his book is probably written to impress his friends

  • @dabulls1g
    @dabulls1g Před 6 lety +2

    my-my, if 36:19 isn't the charging discharging of a capacitor then idk what is.

  • @jj1221ify
    @jj1221ify Před 10 lety +7

    fan-frickin-tastic

  • @abdelrahmanyasser5720
    @abdelrahmanyasser5720 Před 4 lety

    well ... i got bored in the middle of the video so i went to another video
    and i didn't get it then i came back here to continue and i understood every thing
    thank's very very much

  • @vivekrai1974
    @vivekrai1974 Před 6 měsíci

    7:16 Shouldn't x[n] be Sigma(n=minus infinity to plus infinity) sigma( k = minus infinity to plus infinity) x[k] delta [n-k]?

  • @adarshabbigeriadarshabbige8004

    Thank u sir this vidio helps me lot love u mit

  • @fazlanpera
    @fazlanpera Před 12 lety

    Very well done! Viva la MIT

  • @pyrocolada
    @pyrocolada Před 4 lety

    Why would you ever want to sum any of these functions? Does the sum notation actually represent the whole signal as one formula, rather than just the sum of each sample?

  • @Giesel47
    @Giesel47 Před 4 lety

    what a legend...

  • @AllHailAkemi
    @AllHailAkemi Před 11 lety +2

    Mr Oppeheim, I have your book!

  • @SatyamMishraBEE
    @SatyamMishraBEE Před 3 lety

    Great lectures

  • @oskarmeister
    @oskarmeister Před 6 měsíci +1

    The background buzzing noise sure need some signal processing

  • @andrewdavis6191
    @andrewdavis6191 Před 8 lety +1

    Amazing!

  • @haoyuan92
    @haoyuan92 Před 10 měsíci

    if only my professor can explain C-T convolution as clear as him. Credit to Prof Oppenheim
    P.S. he has a very calming voice

  • @FahimKhan-vd8yp
    @FahimKhan-vd8yp Před 4 lety

    ladies and gentlemen, convolution is no longer convoluted!

  • @venkatasaketramgoteti8726

    great lecture

  • @strayon7333
    @strayon7333 Před 7 lety +1

    captain price liked this.

  • @owaismansoori1498
    @owaismansoori1498 Před 8 lety +1

    he's great

  • @moatacemaskar7313
    @moatacemaskar7313 Před 3 lety

    Thanks for great explination. Just I wonder what is impulse response and how we could generate such impluse and what is the amplitude for this pulse and width.

  • @TheRonaldinho80R10
    @TheRonaldinho80R10 Před 11 lety

    Great video

  • @jacobvandijk6525
    @jacobvandijk6525 Před 3 lety +1

    @ 33:57 In my opinion, the lowest graph should not begin at 0 (but at 1 (= e^0)). The same thing here: 35:33. Just compare it with the correct graph of the discrete case: 26:58. Even mr Oppenheim isn't flawless ;-) Nice animation though.

    • @AlexAlex-fo9gt
      @AlexAlex-fo9gt Před 2 lety

      czcams.com/video/SNdNf3mprrU/video.html
      This is example of calculation. And in this example values start from 0.

  • @zf164
    @zf164 Před 5 lety

    O.G. Alan Oppenheim

  • @osamaasif9601
    @osamaasif9601 Před 5 lety

    Thumbs up, to Alan v openhiem

  •  Před 12 lety

    Very good!

  • @saswatisil8886
    @saswatisil8886 Před rokem

    @28:58 should not the output become zero, as soon as the h[k] crosses the extreme right point of the rectangle?

  • @makishimashogo1804
    @makishimashogo1804 Před 8 lety +1

    I did not understand what is h_k in the video..Can anybody please tell me?

    • @vg5028
      @vg5028 Před 7 lety

      h_k is the impulse response corresponding to the delta[n - k] impulse input. Where k goes from -inf to +inf

  • @ranjeetmishra8600
    @ranjeetmishra8600 Před 11 lety

    nic video........gret work!!!!!

  • @storgerbenevolent5678
    @storgerbenevolent5678 Před 3 lety

    at 44:56 i think there is an error , it should be (a^(n+1) -1)/a-1

    • @giacomodemarie2497
      @giacomodemarie2497 Před 3 lety

      The two expressions are the same. You may multiply the numerator and denominator by -1 and get the expression in the lecture

  • @glaurung78
    @glaurung78 Před 11 měsíci

    Does someone know, technically, how the convolution integral is being calculated from 34:00 until after 36:00? Is there some sort of analog computer being used?

  • @RAGHAVENDRASINGH17
    @RAGHAVENDRASINGH17 Před 3 lety

    i think Howard from Big Bang theory will look like this professor when he starts teaching (p.s. its meant in good way) nice lectures 👍

  • @SmartSula
    @SmartSula Před 12 lety

    Where's the lecture that he discussed the properties of systems? I can't find it.

  • @halil_candan
    @halil_candan Před 3 lety +1

    Hacettepe elektronikçiler burda mı?

  • @computerdynamo
    @computerdynamo Před 5 lety

    Something about his delivery reminds me of Christopher Walken.

  • @socratesuffer2765
    @socratesuffer2765 Před 2 lety

    where does Alpha comes from after getting rid of unit steps ?

  • @tintindear000
    @tintindear000 Před 12 lety

    time14:09, a little confused by the words"represent the rectangle"-----represent the area of the rectangle or the magnitude of the rectangle? Seems to me all the work in this part is to introduce the delta into the expression.

    • @superparko1
      @superparko1 Před 5 lety

      It represents the magnitude of the rectangle, bc the impulse function equals (1/delta) at one particular time. if you multiply x(t)(1/delta)(delta) where t represents a value when the impulse function is equal to (1/delta) you will obtain x(t) which is the magnitude of the rectangle.

    • @superparko1
      @superparko1 Před 5 lety

      Sorry for being the only person after 6 years who have the courage to answer this question, Im studying this for the first time and enjoyed reading the comment section

  • @boraybioece3800
    @boraybioece3800 Před 10 lety +1

    moustache impressive

  • @RohitPandey127
    @RohitPandey127 Před 7 lety

    can someone explain me how expression for x(t) and y(t) is same all though they are input and output. at 18:18.

  • @shashibhushansharma1383

    in case of time invariance system, can we write h(n-k)=h(n)?

  • @whodaFru4551
    @whodaFru4551 Před 6 lety

    shouldnt be Interval 2: t >= 0 ?

  • @thesecrethero9901
    @thesecrethero9901 Před 8 lety

    Could anyone please explain why h[n] at 23:00 is decaying? I think the decaying only possible if 0 < α < 1 but there is no such interval in the figure.

    • @dawitmureja2228
      @dawitmureja2228 Před 8 lety

      +Akis Stavridis
      The time interval is for "n", not for "α ". He just assumed α to be between 0 and 1 for this particular example.

    • @thesecrethero9901
      @thesecrethero9901 Před 8 lety

      +Dawit Mureja Thank you for answer. Yes, he probably assumed α to be between 0 and 1 but since he did not mention or write this assumption, I was confused.

  • @appleraja
    @appleraja Před 12 lety

    how come i cant open this video full screen

  • @VividlyVicious
    @VividlyVicious Před 12 lety

    it's lecture 3

  • @ManojKumar-el9bq
    @ManojKumar-el9bq Před 8 lety

    why n is increasing when we do summation with k in h(n-k)

    • @aSeaofTroubles
      @aSeaofTroubles Před 8 lety

      n is not increasing. It is held constant based on our input.
      Remember, we are now treating h(.) as a function of something; in this case, it is actually a function of k.
      Let's take n = 0 (interpreted as time 0):
      we have h(n-k) = h(-k), which is clearly a function of k since the n disappeared.
      Now we sum across all k indexes to yield what the system would output:
      y(0) = sum x(k)h(k) for all k
      Notice that the sum would be very boring if the response wasn't a function of k

  • @sab229
    @sab229 Před 11 lety

    same her