Markov Localization Explained

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  • Опубликовано: 11 сен 2024
  • In this tutorial, I explain the math and theory of robot localization and I will solve an example of Markov localization.
    ros-developer.c...

Комментарии • 9

  • @damianacatanoso9040
    @damianacatanoso9040 6 лет назад +7

    Hi Beh, thank you for your video! I have just one question: at 18:30, when you do multiplication between 0.2 and 0.2, 0.2 and 0.6, 0.2 and 0.6, etc., you get values 0.4, 1.2, 1.2, etc. The actual value of those products is 0.04, 0.12, 0.12. Is it a calculation mistake or am I missing something? Thank you again!

    • @RoboCodeHub
      @RoboCodeHub  6 лет назад +1

      Hi, thanks for your comment, you are right, it should be 0.04.

  • @minhductran2115
    @minhductran2115 4 года назад

    Hey, at 33:26 shouldn't the probability of moving from x4 to x5 be equal to 0.8 instead of 0.1? As you mentioned moving 1 cell has probability of 0.8

  • @ajitmutalik6441
    @ajitmutalik6441 4 года назад

    Hey Beh, a question why does the probability distribution shifts as the robot moves?

    • @RoboCodeHub
      @RoboCodeHub  4 года назад +1

      The mean in probability distribution show the location of robot and standard deviation shows uncertainty about that, if the robot moves the new mean point to the new location of robot

  • @RokeshGajapathy
    @RokeshGajapathy 5 лет назад

    Can you share the implementation of Markov Localization?

  • @flyingbird3967
    @flyingbird3967 5 лет назад

    By the way the probability of hit and miss shouldn't be equal to 1 it's 0.8 at 17:00. Thanks!

    • @RoboCodeHub
      @RoboCodeHub  5 лет назад

      No, please look at the definition of hit-and-miss,
      Hit:
      P(Z=R|X=R) or P(Z=G|X=G)
      Miss:
      P(Z=G|X=R) or P(Z=R|X=G)

    • @michap.2806
      @michap.2806 4 года назад +3

      @@RoboCodeHub Yes, you mentioned that with ideal sensor the probability of hit will be 1 and probability of miss will be 0, so why there is still missing probability of 0,2 (0,6 hit + 0,2 miss = 0,8 )when the sensor is not ideal?