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Thread: Weight factors (values): rho(q_0, q_1) = w_t ||X_0 - X_1|| + w_r f(R_0, R_1)

  1. #1
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    Weight factors (values): rho(q_0, q_1) = w_t ||X_0 - X_1|| + w_r f(R_0, R_1)

    "An ideal metric for path planning in SE(3) would correspond to a measure of the minimum swept-volume in the workspace while moving a rigid object from one configuration to another. The most simple and commonly used metrics consider the C-space as a Cartesian space and define aEuclidean metric. For example, if X and R represent the translation and rotation components of the configuration q = (X;R) respectively, then:

    . . . . .[tex]\large{\rho(q_0,\, q_1)\, =\, w_t \|X_0\, -\, X_1\|\, +\, w_r\, f(R_0,\, R_1)}[/tex]

    is a weighted metric with the translation component using a standard Euclidean norm, and the positive scalar function f(R0;R1) returning an approximate measure of the distance between the rotations R0;R1 . The rotation distance is scaled relative to the translation distance via the weights wt and wr. One of the difficulties with this method is deciding proper weight values."


    I've read this somewhere, and my question is, what is idea for calculating these weight values?
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    Last edited by stapel; 12-15-2017 at 02:17 PM. Reason: Typing out the text in the graphic; creating useful subject line.

  2. #2
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    For many models, if your translations and rotations can be treated as Random Variables, then the reciprocal of the Variance can produce acceptable results.

    Other than that, it is very difficult to provide guidance without intimate knowledge of the process and intent - and probably some appropriate consulting fees.
    "Unique Answers Don't Care How You Find Them." - Many may have said it, but I hear it most from me.

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