Basics of Antennas and Beamforming

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  • Опубліковано 4 жов 2024
  • The author Emil Björnson of the book "Massive MIMO Networks" explains and visualizes the basics of antennas, radiating elements, and beamforming in multiple antenna communications. Mathematical details are available in the book, which can be freely downloaded from: massivemimoboo...

КОМЕНТАРІ • 177

  • @guycook58
    @guycook58 2 роки тому +11

    I've been looking for more details on Beamforming and Massive MIMO for a few days now. Hours of reading and researching condensed into less than 8 minutes! Fantastic
    Thanks a lot for this video :)

  • @colifact
    @colifact 5 років тому +19

    I'm a graduate researcher working on Massive MIMO, however I do not have antenna background. I am interested in signal processing parts of Massive MIMO. When I watched this video I really understood beamforming concept. Thank you for this simple yet elegant explanation.

    • @cherylroberts771
      @cherylroberts771 2 роки тому

      Targeted individuals are harassed 24/7. It has to be a cult. It has to be something non gov. You would think gov would hire companies. But then why the abuse.. illegal mind experiments. Like how the mind reacts.. like did you know all the scientific studies some are done illegally.. companies and people can NOT own other people. Especially if they medically harmed them. They should face more severe charges and medical professionals should help the victims. Stop the abuse!..

  • @georgeindestructible
    @georgeindestructible 3 роки тому +3

    Finally someone properly explaining how the beamforming thing works! Thank you.

  • @masia1065
    @masia1065 4 роки тому +6

    I had zero knowledge about antenna and I found your tutorial super useful and understandable. well done and thanks a lot!

  • @boudjemaabenchirouf6286
    @boudjemaabenchirouf6286 5 років тому +23

    Thank you so much Sir. for your great way of explanation of this concept and also for the free PDF book download.

  • @stevengross4113
    @stevengross4113 3 роки тому

    Thanks for making the pdf book free of charge

  • @robertrobinson1554
    @robertrobinson1554 Рік тому

    Wow... UA-cam's algorithms let me 'stumble' upon your video... Well done and thank you for the PDF!

  • @derwoodkhan4804
    @derwoodkhan4804 4 роки тому +1

    simple explanation of diff between hybrid and phased beam forming. thanks

  • @JiansongWan
    @JiansongWan 3 роки тому +2

    best 7 minutes among the hours studying 5G, thank you

  • @mxmax300
    @mxmax300 3 роки тому

    Thank you for sharing this knowledge for free. It is amazing.

  • @treybuchanan7508
    @treybuchanan7508 3 роки тому

    Thanks alot for this! Most videos over simplify the concept... I understand that my 450m can talk to multiple subscribers... now I understand what's going on inside it a little better.

  • @mohammedhaarisattari
    @mohammedhaarisattari 3 роки тому

    Very clear delivery of content, thank you. Please make more videos.

  • @cagneymoreau4216
    @cagneymoreau4216 2 роки тому +1

    Great video. Very clear and covers broad issues. Would like to see more

  • @ehabali7237
    @ehabali7237 5 років тому +2

    simple and clear explanation

    • @almmf77
      @almmf77 5 років тому

      I agree with you Dr.

  • @ahmedmohamedmohamedmohamed282
    @ahmedmohamedmohamedmohamed282 2 роки тому

    Best explanation i had seen so far, greetings and big thanks for sharing

  • @DanielIchbiah
    @DanielIchbiah 4 роки тому +1

    Very clear explanations. Great ! Thank you for it.
    Daniel Ichbiah (from France) :)
    PS: I'm the author many books on technology which makes me particularly appreciate your approach.

  • @hoshyarm
    @hoshyarm 9 місяців тому

    Excellent explanation! Many thanks.

  • @丁启海
    @丁启海 9 місяців тому

    Thank you very much for this video.

  • @leeyifeng1989
    @leeyifeng1989 3 роки тому

    讲的通俗易懂,点赞!

  • @martinflaska4467
    @martinflaska4467 3 роки тому

    Thanks for this video. Very good explanation, easy to understand.

  • @rap-code9484
    @rap-code9484 2 роки тому

    great video. Helped me understand array antennas

  • @philphil2652
    @philphil2652 4 роки тому

    Very intuitive explanation, thank you Professor

  • @drarjunkumarkumar658
    @drarjunkumarkumar658 6 місяців тому

    Wonderful, very informative

  • @mitoalps6398
    @mitoalps6398 3 роки тому

    Incredible information. Thank you

  • @utube4anbu
    @utube4anbu 5 років тому +1

    Simple explanation .. graphs and example are great . Thanks for sharing looking more videos

  • @rajabalaji1404
    @rajabalaji1404 2 роки тому

    thank you emil

  • @carmenguachalla2349
    @carmenguachalla2349 2 роки тому

    Thank you for share your knowledge

  • @sleepycobra9152
    @sleepycobra9152 5 років тому +15

    I wish you were my professor at the university

  • @mangaldeepsahoo7078
    @mangaldeepsahoo7078 5 років тому +7

    Simply Great Video. Understood in simple words. Thanks for sharing knowledge.. :-)

  • @vladglavtchev2727
    @vladglavtchev2727 2 роки тому

    Great video. Super helpful! Thank you.

  • @hullopes
    @hullopes 4 роки тому

    Thank you, dear professor!

  • @ukaszlipski8347
    @ukaszlipski8347 2 роки тому

    Thank you for this video

  • @subhadeepnayak9408
    @subhadeepnayak9408 3 роки тому

    Thanks for the video and PDF file.

  • @yujin1569
    @yujin1569 4 роки тому

    thank you! you are a nice man. It helps me a lot.

  • @divyanipatil3082
    @divyanipatil3082 2 роки тому

    That's a good explanation

  • @randojo7179
    @randojo7179 5 років тому +4

    This is what i was looking for. Thank you

  • @izazalishah1334
    @izazalishah1334 2 роки тому

    Nice explanation. Thanks

  • @alirezamogharabi8733
    @alirezamogharabi8733 2 роки тому

    I really enjoyed, thanks a lot for your great explanation. I am eager for purseuing my PhD under your supervision if possible.

  • @yfs9035
    @yfs9035 4 роки тому

    Awesome explanation

  • @tomkim07031
    @tomkim07031 3 роки тому

    Very informative; thank you!

  • @a_yihuazhou9154
    @a_yihuazhou9154 5 років тому

    Excellent video, thank you so much for your free PDF!

  • @carmelpule8493
    @carmelpule8493 Рік тому

    What is never mentioned in antenna radiation is whether or not the E/M loops being radiated do break down into loops of half wavelength as the loop try to grow in size with distance, In waveguides and cavity resonators it is common to show the stacking of " half wavelength E/M blocks to fit in the available space. A one megacycle wave, has a much larger loop than a 5 GigaHertz signal and though everyone talks about lobes, and directivity, and efficiency, and so on, no one talks about the "stacking of E/M blocks" the size of which depends on the frequency of transmission. So for a given frequency , how many stacked E/M loops exist in it as the wave moves out? I have thought about this for the last 80 years and it seems to me that when one has a directional antenna, or a phased array, all that is happening the system is cutting off and eliminating the peripheral blocks in the stack of E/M blocks in the lobe or in any omnidirectional antenna,
    I simulated this with a computer algorithm which, when the circumference ( wavefront) of the wave grew larger than a wavelength integers, then the " circumference would accommodate another loop half a wavelength long".
    The simulation works beautifully and the patterns that emerge make it so obvious, after I saw it, From a central location of the antenna, after the wave settles down, the patterns seems to change from a "polar diagram" to a cartesian diagram where the four symmetrical squares of cartesian coordinates, simultaneously move out their four quarters containing the same pattern of E/M loops as exist in rectangular waveguides contain the higher modes. When I plotted the B and the E field loops far from the antenna they came out to be exactly as occurs in rectangular waveguides with the B loops as normal, and the E loops are exactly the same as the E in the waveguide and the surface currents in a waveguide, It is exactly the same pattern,
    So it seems, that a centrally placed antenna as a source, will have the near E/M fields going through "a pushy transient pattern" then "a middle field pattern" which I call the settling down zone, and then the far field would resemble the pattern obtained in a rectangular waveguide excited with an electric probe or a magnetic probe as one desires. It is fascination to see the four quarters of cartesian coordinates moving out with additional loops being added as the distance increases, It is remarkable,
    This stacking of E/M blocks, the size of half a wavelength, in a radiating pattern, is interesting, and in a phased array or a directional antenna, it seems that all one does is to " phase out the peripheral E/M blocks and donate the power to the other half wavelength E/M blocks remaining in the " stacked lobe" There seems to be more going on in radiation than one thinks, and this "stacking effect" needs further discussion . An analogy may be used by looking at Chladni's figures in vibrating sheets or a Jelly block, and after all our radiating medium is not much different from a jelly or a rubber block with its "own impedance" in how it permits our signals to "accelerate " build and decay and reverse those the E/M loops the size of half a wavelength.ua-cam.com/video/wvJAgrUBF4w/v-deo.html

  • @idragonidragon2796
    @idragonidragon2796 5 років тому +2

    Excellent explanation. You make it sound so interesting and simple👍🏿👍🏿👍🏿

  • @alexandrpetrov1110
    @alexandrpetrov1110 4 роки тому

    Thank you and great explanation! This topic is beautiful.

  • @sabbirahmed7391
    @sabbirahmed7391 4 роки тому

    Excellent, Sir

  • @waqasahmad-cc7ki
    @waqasahmad-cc7ki 5 років тому

    Thanks for the description.

  • @vishnukannan947
    @vishnukannan947 Рік тому

    Thankyou verymuch.

  • @dooright55
    @dooright55 5 років тому

    Great video and thank you for the free book!

  • @thomashunter5232
    @thomashunter5232 4 роки тому

    nice and to the point!

  • @luannaabreu731
    @luannaabreu731 2 роки тому +1

    Hello Sir,
    According to the definition of the concept of ERB coverage area (gNodeB) when using narrow beam pointing generated by MIMO antenna in beamforming (BF) mode: Pointing a narrow beam covers, at maximum gain (up to 3 dB below), a relatively small area around the UE reference point (or UE cluster). How, therefore, is the concept of the coverage area of an ERB, and its correlate, the percentage of coverage area (a statistical parameter that considers the effect of log-normal multipath shading and weights its effects in an area around the ERB)?
    When considering the multi-user MIMO mode, with multiple narrow beams... The coverage area of an ERB would be defined considering all the beams pointed at different points in the surrounding area, or for each beam, is an area or sub-area of coverage defined?
    In the previous question, the starting point of view was what happens in the vertical plane that contains the ERB and UE antennas. There is also a concern with what happens in the signal distribution in the horizontal plane. In previous generations, a fundamental related concept is the division of the coverage area by sectors, something that was directly related to the beamwidth of the ERB antennas. For example, using 120º beam antennas, 3 antennas covered the 360º that would characterize the entire area. With multiple beams, one can imagine maintaining this concept and expanding the number of sectors. For example, with widths of 10 degrees per beam, horizontally, 36 would be needed to cover the entire area. From the above, I ask: the concept of the coverage sector remains in 5G, adapted to the multiple beams of the antennas MIMO?
    Given the considerable (apparently) change in planning: do the concepts of coverage area and percentage of coverage area remain essential for planning? What other related concepts came to be used? On 4G, are they already used?
    Given the complexity of using and coordinating multiple beams: in which scenarios and application conditions, will the MIMO strategy with multiple beams be used? The macro scenario is extreme broadband, communication ultra-reliable, or massive communication for multiple users? Is the environment outdoors, indoors, or both? Is the band sub-6 GHz or millimeter wave?
    Still on the previous question, in the scenarios foreseen for using MIMO with multiple beams, another question arises. In which of these
    beamforming scenarios will be “fixed” and in which will it be adaptive (following cluster of users, with or without the interposition of nulls of the
    radiation pattern in the directions of other groups considered interference for that cluster)?
    Finally, considering all the different aspects of previous generations brought by the multi-user (multibeam) MIMO approach of 5G discussed here….
    How has the link budget analysis been (or needs to be) adapted to address these aspects?
    Best Regards!

  • @hendrashou1629
    @hendrashou1629 5 років тому +1

    i cant stop seeing ur eyes moving to the left, but thanks for video, really helpful

    • @cashcow3996
      @cashcow3996 5 років тому

      paying attention to such minute details😂...awesome...you should be a detective

  • @KrampflOtto
    @KrampflOtto 3 роки тому

    Good explanation.

  • @monnou1130
    @monnou1130 3 роки тому +1

    How can I express about the sidelobe level in antenna array mathematically as an equation?

  • @arjundadanatti9871
    @arjundadanatti9871 4 роки тому

    Very nice explanation sir

  • @muhammadnour4403
    @muhammadnour4403 5 років тому +1

    Thx so much sir, great video.

  • @mrtffatr
    @mrtffatr 5 років тому +1

    Thank you!

  • @mvmcali6900
    @mvmcali6900 4 роки тому

    Nice explanation

  • @srsairbags
    @srsairbags 5 років тому

    very good explanation. learned more than a masters degree level course.

  • @kairofarm466
    @kairofarm466 3 роки тому

    Very good

  • @abrahamka8801
    @abrahamka8801 4 роки тому +2

    Nice video, really helpful, I have a question though... what tool do you guys used to draw schemes in latex

    • @WirelessFuture
      @WirelessFuture  4 роки тому +2

      abraham ka: The illustrations are made with a combination of Matlab (to get the right forms of the beams) and Adobe Illustrator.

  • @Hans_Magnusson
    @Hans_Magnusson 7 місяців тому

    So does this mean I can make my own ILS transmitter and receiver!
    That would be interesting just from a I just must know it kind of an approach.
    Have no dots connected yet 😎

  • @mavic6155
    @mavic6155 5 років тому

    Thank you for the PDF.

  • @san.cochado
    @san.cochado 5 років тому

    But how does this beamforming work in practice in our beamforming wifi routers? If the beaforming requires multiple antenas to work together and you can position (external ones anyway) them in any way you want, how does the router know how to direct the beam? Is it analyzing the device's incoming signal for reach individual antena and inferring the required antena adjustment to create the beam from that?

  • @benyaminebrahimi3763
    @benyaminebrahimi3763 5 років тому

    thank you for free pdf of your book.

  • @leeyifeng1989
    @leeyifeng1989 3 роки тому

    Here some mistakes.The Angle is not clear.It maybe a angle between antennas axis and the wave.I can't understand whether it's a 2D or 3D image.

    • @leeyifeng1989
      @leeyifeng1989 3 роки тому

      Figure 1.10

    • @WirelessFuture
      @WirelessFuture  3 роки тому

      @@leeyifeng1989 If you have a ULA in one location and a single antenna device elsewhere, they exist in a 2D plane of our 3D world. The simplest way to view it is to say that the ULA is deployed on the ground and that the user device is also on the ground. The angle phi is then the azimuth angle in the ground plane.

  • @johnaweiss
    @johnaweiss Рік тому

    What do we call a receiver array which ISN'T trying to "point" in any direction. Instead, a smart back end listens to all the elements in the array, and decides, based on detected signal, which ones to sum, which ones to invert or phase-shift, and which ones to ignore?

    • @WirelessFuture
      @WirelessFuture  Рік тому +1

      An analog phased-array is physically pointing in one direction, while a digital antenna array can receive from any directions - it decides afterwards in the digital receiver processing. This is just called digital receive beamforming/combining.
      If you pick a subset of the antennas to use, it is called antenna selection.

    • @johnaweiss
      @johnaweiss Рік тому

      @@WirelessFuture Thank you!

  • @abinetendale2455
    @abinetendale2455 5 років тому

    Thank you a lot good description

  • @RenoBlade2
    @RenoBlade2 5 років тому

    Is the Antenna we See in the Video not an MU Mimo Antenna and not an Massive MiMo Antenna. When the Antenna covers an distance 300m there shoud be more User than Antenna Elements.

  • @nuwanatthanayake
    @nuwanatthanayake 4 роки тому

    Thanks Sir

  • @mohamedaliamer1979
    @mohamedaliamer1979 5 років тому +1

    Excellent explanation , can you help me to explain non linear beamforming techniques and any matrial for that

  • @thomasmathieu7930
    @thomasmathieu7930 5 років тому

    Thanks for the PDF book!

  • @sujithnair5672
    @sujithnair5672 5 років тому

    Thank you Sir

  • @chrisarmstrong2721
    @chrisarmstrong2721 Рік тому

    this makes sense, however it wont work if you connect the antennas together, you need an expensive piece of equipment to manage the array! Please could you talk about the point you plug all of the antennas into and you cant splice mutiple antennas as this will share the power and change the freq

    • @WirelessFuture
      @WirelessFuture  Рік тому

      In digital beamforming, you plug all the antennas to the same baseband computer, so the beamforming is done in the memory of that computer where you set the power and phase for each antenna. One can also build phased arrays where the baseband only generates one radio signal, which is then divided into multiple antenna branches and phase shifted by creating delays. This is standard technology these days. Every 5G phone uses 4 antennas with digital beamforming.

  • @idkEngineering
    @idkEngineering 3 роки тому +1

    Thank you for this informative video! I am still not sure what the difference between phase array beam forming (talked about towards the end of the video) and MIMO beam forming is exactly. You said they both are formed using phase differences so I am still not quite sure where the difference begins? (You said separate signals for MIMO but what does that mean exactly?) Thanks!

    • @WirelessFuture
      @WirelessFuture  3 роки тому +2

      With a phased-array beamforming/beamsteering, you can only transmit one beam in one angular direction at a time. With MIMO beamforming, you can transmit a summation of many beams. These can be directed towards different objects in the propagation environment, so that the user receives the signal from multiple strong paths. They can also be directed towards different users, so the users don’t have to take turns but can all be active at the same time.

    • @klam77
      @klam77 2 роки тому

      @@WirelessFuture ahh.....very deep....got it.

  • @usmansaeed678
    @usmansaeed678 5 років тому

    Thank you

  • @Meera1961
    @Meera1961 3 роки тому

    Dette var interessant

  • @erichertsens
    @erichertsens 3 роки тому

    Gracias

  • @ahmaddirani2661
    @ahmaddirani2661 4 роки тому

    My Understanding is currently when operating at high frequency, we use the analog beamforming which consisting to send the same signal over many antenna elements but with phase shifted which is the phased array. I'm wondering as in this case we have only one "LAYER" (Rank indicator is always one = one signal) is there any precoding matrix or codebook index in this case 🤔

  • @yuanliu3376
    @yuanliu3376 3 роки тому

    Thank you for your amazing vidio. But I still have a question. Why we use SINR to evaluate the system performance instead of SNR. As you mentioned the power is focus on the directoins what we need. This is really confusing...

    • @WirelessFuture
      @WirelessFuture  3 роки тому

      The received signal power should be compared against all the disturbances that exist, including noise and interference. The SINR gives that comparison. If there is only noise and no interference, then SINR = SNR and we can talk only about the SNR.

    • @yuanliu3376
      @yuanliu3376 3 роки тому

      @@WirelessFuture thank you very much! :)

  • @almmf77
    @almmf77 5 років тому

    Excellent

  • @TheKallu82
    @TheKallu82 4 роки тому

    gr8 explanation

  • @faraharabian4153
    @faraharabian4153 4 роки тому

    I wish you had online courses!

  • @augustinhatton2916
    @augustinhatton2916 Рік тому

    Hi Emil,it was so absorbing.Would like to know how digital tilt works,example 4 digital tilt means what and if we are doing 4Electrical and 4 digital would it mean 8 digital tilt in all

    • @WirelessFuture
      @WirelessFuture  Рік тому

      I guess that you with 4 and 8 are referring to degrees? You want to tilt the direction of the transmission by 4-8 degrees compared to the broadside direction? The main concepts are normally electrical and mechanical tilt, where the former mean phase-shifting the antenna inputs and the latter means deploying the antenna array with a physical rotation. Cellular base station antennas are often deployed with a few degrees of mechanical tilt towards the ground and can then use electrical tilt (beamforming) to direct the transmission further towards the ground.
      I haven't heard talking about digital tilt, but I believe it is the same as electrical tilt. One could certainly distinguish between how the electrical tilt is generated: phase-shifting in the analog domain or in the digital domain.

    • @augustinhatton2916
      @augustinhatton2916 Рік тому

      @Wireless Future HI Emil,My question was AIR3419 or AIR3458 has both Digital and RET configured,so we set 4 as digital tilt and 4 as RET in AIR3458 so now the combined tilt will be considered as 8 degree tilt or it will 4 degree ,

  • @Joe11Blue
    @Joe11Blue 4 роки тому

    Wouldn't this allow for a functional security method through beam forming and frequency modulation?

    • @WirelessFuture
      @WirelessFuture  4 роки тому

      I'm not sure what you mean with "functional security method".

  • @censorthis-uu6cc
    @censorthis-uu6cc 5 років тому

    If the receiving device doesn't have the same beam-forming technologies and multiple antenna's, doesn't it severely undermine the 'advantages' of the tech? eg if the router can transmit a long distance, but the receiving device is too far away to send back an acknowledgement, whats the point?

    • @WirelessFuture
      @WirelessFuture  5 років тому

      Und13s Bomber it works even if only the router has multiple antennas. These can be used to improve the range for both transmission and reception. Most user devices only have one antenna.

  • @zyxwvutsrqponmlkh
    @zyxwvutsrqponmlkh 4 роки тому

    If you go the multiple transceiver approach can you in software read many different sources at once by by computing the beams they would have come in at after the fact?

    • @WirelessFuture
      @WirelessFuture  4 роки тому +1

      zyxwvutsrqponmlkh Yes, you can receive signals from multiple sources and then transmit back to multiple sources at the same time.

  • @mulusewyitbarek5635
    @mulusewyitbarek5635 5 років тому

    Thank you for your presentation. Would like to say something about performance analysis of channel estimation techniques for massive mimo.

    • @WirelessFuture
      @WirelessFuture  5 років тому

      This is covered in Chapter 3 of the book Massive MIMO networks.

    • @mulusewyitbarek5635
      @mulusewyitbarek5635 5 років тому

      there is pilot contamination in uplink channel estimation ,so to mitgate interferance we need to now data aided channel estimation .would like to say something about the data aided algorithm in semi blind channel estimation also include the matlab code?

    • @WirelessFuture
      @WirelessFuture  5 років тому +1

      mulusew yitbarek Data-aided channel estimation can help to mitigate pilot contamination, but it is not necessary. As explained in Chapters 3 and 4 in the book, pilot contamination can be effectively mitigated in the spatial domain, by using MMSE estimation and M-MMSE processing.

    • @mulusewyitbarek5635
      @mulusewyitbarek5635 5 років тому

      have you video on spatial domain MMSE estimation and M-MMSE processing.

  • @CuongHut
    @CuongHut 3 роки тому +1

    tbh, I'm waiting for the light bulb lightning up when he shows it.

  • @artindance2992
    @artindance2992 4 роки тому

    really nice and helpful. Just a query - 64 Antenna system called 64*64 Massive MIMO ?

    • @WirelessFuture
      @WirelessFuture  4 роки тому

      The industry likes to call it 64T64R. This means that there are 64 transmit antennas and 64 receive antennas at the base station. It might seem obvious that there should be the same number of antennas for reception and transmission, but this is not always the same. Many LTE phones have two receive antennas but only one transmit antenna.

    • @artindance2992
      @artindance2992 4 роки тому

      @@WirelessFuture Thank you for clarification and prompt response

  • @foerfoer
    @foerfoer 5 років тому

    I don't understand how 2 beams can radiate 2 different signals, isn't it the same radiating system? Aren't the signals being transmitted by both lobes?

    • @WirelessFuture
      @WirelessFuture  5 років тому

      foerfoer You create one beam that radiates one signal, another beam that radiates another signal. Then you add the two things together at each of the antennas to create two beams that radiate different signals.

  • @kiranec121
    @kiranec121 5 років тому

    sir, out of channel correlated and channel uncorrelated , which is better in LOS and Rayleigh

    • @WirelessFuture
      @WirelessFuture  5 років тому

      Practical channels are always correlated, in both LOS and non-LOS (such as Rayleigh fading).

  • @geminiqueen11
    @geminiqueen11 3 роки тому

    😍😍😍😍😍
    thank you alot

  • @YogeshKumarNegi
    @YogeshKumarNegi 4 роки тому

    If we are using 2×2 MIMO used then both will be same frequency band or we need different frequency band to perform 2x2 mimo??

    • @WirelessFuture
      @WirelessFuture  4 роки тому

      2x2 MIMO means that one can transmit two streams of data in the same frequency band at the same time. This is achieved by spatial multiplexing.

  • @mulusewyitbarek5635
    @mulusewyitbarek5635 4 роки тому

    Why most of the time we use pilot based channel estimation techniques for Massive MIMO? Your book also use pilot based channel estimation. Why not we use blind and semi blind channel estimation techniques?

    • @WirelessFuture
      @WirelessFuture  4 роки тому +1

      Blind and semi-blind methods are discussed in Section 3.5 of the book. However, the rest of the book considers pilot-based channel estimation since (a) it is normally what is used in practical systems, (b) the theory is well understood, (c) it is sufficient do deal with pilot contamination as seen in the asymptotic analysis in Chapter 4.

    • @mulusewyitbarek5635
      @mulusewyitbarek5635 4 роки тому

      Dear Dr.,Ok sorry i will correct it in more respect way

    • @mulusewyitbarek5635
      @mulusewyitbarek5635 4 роки тому

      Dear. Dr Bjornson. Would you mind help on matlab code for pilot based, blind and semi blind channel estimation for massive mimo systems. I konw from previous answer pilot based is preferred how can we compares in simulation rather than theoretical. In your book only pilot based matlab code is available,matlab code for blind & semi blind is not aavailable.

    • @WirelessFuture
      @WirelessFuture  4 роки тому

      mulusew yitbarek You are right, only pilot-based channel estimation is considered in the book. So there is no Matlab code available for other methods.

  • @Tigres14
    @Tigres14 4 роки тому

    Hi! I have a question. It is said that phased array antennas steer the beam for transmission. But, what about reception? Is the reception pattern also steered?

    • @WirelessFuture
      @WirelessFuture  4 роки тому

      Yes, it works the same. During reception, signals from different directions are amplified differently to create a directional reception pattern.

  • @arsulaksono881
    @arsulaksono881 3 роки тому

    great explanation, what about at home (house) with walls and floor levels (2 levels), do you need multiple antennas or just one (omni directional) ?

    • @WirelessFuture
      @WirelessFuture  3 роки тому

      If you get a WiFi router with 4 antennas, you will get a roughly 4 times stronger signal everywhere in the home. That might make a big difference if there are places in your home where you currently have poor coverage (few bars). However, if you already have good coverage everywhere in your home, the difference will not be noticeable. The signal strength is typically varying by 100000 times within a house (from being close to the router to far away), so an extra factor 4 is not always noticeable...

    • @arsulaksono881
      @arsulaksono881 3 роки тому

      @@WirelessFuture how about the direction of the beam ? I believe it is directional.. I believe you need to spread it evenly , factoring also the refections for indirect areas / behind the walls ...

    • @WirelessFuture
      @WirelessFuture  3 роки тому +1

      @@arsulaksono881 The beam will be directional and change depending on who is using the WiFi at a given millisecond and where the person is in the house. So the signal will not be stronger everywhere at the same time, only stronger where it needs to be stronger

  • @mulusewyitbarek5635
    @mulusewyitbarek5635 4 роки тому

    thank you so much Dr for your explanation of this concept . Dear Dr. is it possible to compare SE of pilot based,blind ,and semi blind channel estmion for uplink massive MIMO? if it possible how?

    • @WirelessFuture
      @WirelessFuture  4 роки тому

      Yes, it is possible to compare these things. You need to choose one algorithm of each kind and implement them in the same simulation environment, and then measure the SE.

    • @mulusewyitbarek5635
      @mulusewyitbarek5635 4 роки тому

      ok, svd for blind and semi blind and MMSE for pilot, is there simlar SE formula for those algorithm?

  • @George-nq2mx
    @George-nq2mx 4 роки тому

    Hi emil thank you so much for this video!! I just want to confirm something if i want to have 4x4 mimo to one user can i have this capability with one beam?? Or i need 4 beams to have 4 layers sent to the user??

    • @WirelessFuture
      @WirelessFuture  4 роки тому +2

      Kinan Alkhouri You can only send one layer per beam. So you need to have 4 beams to send 4 layers.

  • @sarveshrao8304
    @sarveshrao8304 3 роки тому

    Great

  • @johnaweiss
    @johnaweiss 3 роки тому

    Great vid, but you should use an actual flashlight. Lightbulbs are omnidirectional.

    • @WirelessFuture
      @WirelessFuture  3 роки тому +1

      True, beamforming is like having a flashlight that one can rotate electronically. What I meant to say in the beginning was that one can take an antenna (lightbulb) without a strong directivity and then create the directivity by having many antennas (lightbulbs) of that kind.

    • @johnaweiss
      @johnaweiss 3 роки тому

      I understand. It might be a difficult analogy. To aid understanding, you'd ideally want to demonstrate beam forming with light! How to do that?