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Everything-Will-Be-IK-Processing

This project serves as both a Processing extension of the robust java Inverse Kinematics library Everything Will Be IK, and an official reference for anyone looking to port or extend EWBIK for their own purposes.

See here for a demo: https://www.youtube.com/watch?v=8U05I204B5Y

Features:

  • Orientation AND position based targets (6-DOF).
  • Highly stable.
  • Multiple end-effector support
  • Intermediary effector support.
  • Dampening (stiffness control).
  • Highly versatile 3-DOF constraints with arbitrarily shaped orientation regions.

  • Installation Instructions:


    Through the Processing IDE
    1. In the top menubar, navigate to *Tools->Add Tool*
    2. Select the "*Libraries*" tab
    3. Search "Everything Will be IK" and select the result.
    4. Click "*Install*"
    5. Restart the Processing IDE

    Manual Installation
    1. Download a .zip from this repository.
    2. Locate your processing sketchbook folder. (You can find this from within the Processing IDE by clicking File -> Preferences).
    3. Navigate to that sketchbook directory.
    4. Extract the ewbIK folder into the 'libraries' folder within your sketchbook.
    The final directory layout should look something like
    ..sketchbook/
      ┣ libraries/
        ┣ ewbIK/
          ┣ doc/
          ┣ examples/
          ┣ library/
          ┣ src/
    

    DISCLAIMER: This code was intended primarily for graphics applications and has not been thoroughly tested for use in robotics. Until this disclaimer disappears (or you have independently verified it is suitable for your purposes) please do not use this code to command any servos that can put out enough torque to cause damage to people, property, or other components in your build.

    Once installed, a number of demos / examples (including the one in the video above) will appear under the new "Everything Will Be IK" heading of the "Contributed Libraries" section of the Processing IDE's Examples tool. (Which you can access by navigating to File->Examples). All examples come in Double and Single Precision flavors. Double Precision is recommended for accuracy and speed (due to how Java's trig libraries work, double appears to be faster than float), while Single Precision is recommended if you prefer working with native PVectors instead of the purpose-built "DVectors".

    If you prefer a more linear tutorial over a bunch of examples, read on:

    Basic Usage:

    (The following tutorial presumes you'll be using the single precision variant for simplicity)

    0. Open up the Single Precision flavor of the included "Learning Template" example. This template just imports the necessary libraries and some visualization code so we can see what we're doing.

    1. To start, you’ll need to define an armature (which is a container for a hierarchical collection of bones). Normally, you do this by declaring something like

    Armature armature = new Armature();

    The Learning Template has already declared one for us called simpleArmature, and already set it up to work nicely with the visualizer, so for the rest of this tutorial, we'll just be adding our Bones to that one.

    2. Every instance of an Armature comes with a default root bone already initialized. You build your Armature by adding Bones to this root bone, or to descendants of this root bone. So, first, let's get a reference to the Armature’s root Bone by adding the following code to the end of the setup() function.

    Bone rootBone = simpleArmature.getRootBone();

    3. Next, let’s add a sequence of Bones to our root bone. The Bone class has a constructor of the form Bone(parentBone, boneName, boneHeight). Using this constructor, the Bones we declare will automatically attach themselves to the parentBone we specify. So we’ll create our chain by creating a Bone called initialBone , and setting rootBone as its parent. Then creating a Bone called secondBone , and setting initialBone as its parent. Then a Bone called thirdBone , using secondBone as its parent, and so on…

    initialBone = new Bone(rootBone, "initial", 74f);
    secondBone = new Bone(initialBone, "nextBone", 86f);
    thirdBone = new Bone(secondBone, "anotherBone", 98f); 
    fourthBone = new Bone(thirdBone, "oneMoreBone", 70f);
    fifthBone = new Bone(fourthBone, "fifthBone", 80f);

    4. At this point, we’ve created a chain of 5 bones of varying heights. We haven’t constrained them yet, but we’ve done enough to test the IK solver. To try it out, we’ll first "pin" the rootBone to a position in space, then we’ll "pin" the fifthBone to its current position in space.

    rootBone.enablePin(); 
    fifthBone.enablePin();

    Note "pin" here is library specific jargon for a target-effector pair. In more common parlance, an "effector" is a bone which attempts to reach a "target".

    5. Finally, for visualization purposes, let's let the UI code know about our new pins so we can easily interact with them. Just add

    ui.updatePinList(simpleArmature);

    To the end of the setup function and you're good to go. Your complete setup function should now look like this.

    public void setup() {
      size(1200, 900, P3D);  
      simpleArmature = new Armature("example");
      setupVisualizationParams(simpleArmature);
      //USER CODE GOES BELOW THIS LINE: 
    
      Bone rootBone = simpleArmature.getRootBone();
      Bone initialBone = new Bone(rootBone, "initial", 74f);
      Bone secondBone = new Bone(initialBone, "nextBone", 76f);
      Bone thirdBone = new Bone(secondBone, "anotherBone", 65f); 
      Bone fourthBone = new Bone(thirdBone, "oneMoreBone", 70f);
      Bone fifthBone = new Bone(fourthBone, "fifthBone", 60f);	
      
      rootBone.enablePin();
      fifthBone.enablePin();
    
      ui.updatePinList(simpleArmature);
    }

    6. If you run the sketch, you should now see and be able to interact with something like this Your first kinematic chain

    Those two red/green/blue things on the first and last bones are our "pins," right where we put 'em. You can move them around or rotate them as per the instructions on the top left of the screen, and the chain of bones will try its darndest to make sure each pinned bone reaches its target.

    7. Right now, the draw() function and UI class are taking care of moving the pins in accordance with your mouse and keyboard input with the lines

    if(mousePressed) {		
       activePin.translateTo(new PVector(ui.mouse.x, ui.mouse.y, activePin.getLocation_().z));	
    
        //THIS FUNCTION TELLS THE ARMATURE RUN THE IK SOLVER
    	simpleArmature.IKSolver(simpleArmature.getRootBone());
    }

    But if you want to move them programmatically, all you would need to do is get a reference to the pin you want to modify, and translate or rotate it to the desired position and/or orientation, and then tell the armature to solve for the modified target. For example, try adding the following lines to the end of your setup() function and running the sketch again to see this in action!

    IKPin fifthBonePin = fifthBone.getIKPin();
    fifthBonePin.translateTo(new PVector(200, 100, 0));
    fifthBonePin.rotateAboutX(PI/2f);
    simpleArmature.IKSolver(rootBone);

    Seasoning To Taste:

    0. You might notice that if you wiggle the target around really fast, the chain ends up looking sort of unnaturally scrunched. It's still technically a valid solution, but not a very pretty one. image

    1. To mitigate this, we can lower the solver's "dampening" parameter, which gives us a more natural look. Basically, all dampening does is limit how much each bone is allowed to rotate per solver iteration, in effect more evenly distributing the bend along the bone chain. Adding the line below to the setup function will set the maximum rotation per iteration to 0.001 radians.

    simpleArmature.setDefaultDampening(0.001f);

    2. This has the desired effect, but also takes quite a few more iterations to solve, resulting in the chain's apparent sluggishness in catching up to your mouse. To make it snappier, we can increase the number of iterations the IK solver runs per call. The default is 10, but something like 300 should do the trick.

    simpleArmature.setDefaultIterations(300);

    3. That's much better. But do note that the greater the number of iterations you set, the higher the performance cost. It scales linearly, so if 30 iterations per call takes your processor 0.1ms, you can expect 300 iterations to take it 1ms. You're encouraged to play around with these settings and figure out the ones that work best for your usecase. You can enable the built in performance monitor to help you get a sense of the cost of the computation by setting.

    simpleArmature.setPerformanceMonitor(true);

    The output will be printed to the processing console every second or so that you interact with the armature.

    Setting Constraints:

    0. While the above examples might be fun to play with, they are more or less trivial. What most people really want in an Inverse Kinematics library is one that can deal with the more realistic situation of joints that can only bend so much. In other words joint constraints. If you've shopped around for Inverse Kinematics libraries before, or maybe even tried to roll your own, you may have started to despair of ever finding one that handles these well. Don't worry. You can finally relax. Eveything Will be IK ... handles these wonderfully.

    1. You can specify your joint limits through a novel system I call Kusudamas. It's a bit difficult to explain in words how these work, but luckily, since a picture is worth a thousand words, this video should help explain at 24,000 words per second. Basically, you specify a sequence of points on a sphere. Each of these points has a radius -- in essence making each define a cone with its tip at the center of the constraint (aka, the origin of the bone being constrained). The path that runs through this sequence of cones (widening and narrowing to meet the radius on each cone along the sequence) defines the region of directions each bone is allowed to point. The directions these cones open toward are defined as vectors emanating from the base of the bone being constrained, defined in the coordinates of the parent of the bone being constrained. Such that a cone defined as (0, 1, 0) points directly away from the parent of the bone being constrained, while a cone defined as (-1, 0, 0) points perpendicular to the parent of the bone being constrained.

    2. This sounds complicated, but it's actually quite easy if you try. So let's try with a fresh sketch so we can have a better look.

    public void setup() {
      size(1200, 900, P3D);  
      simpleArmature = new Armature("example");
      setupVisualizationParams(simpleArmature);
      //USER CODE GOES BELOW THIS LINE: 
    
      Bone rootBone = simpleArmature.getRootBone();
      Bone initialBone = new Bone(rootBone, "initial", 124f);
      Bone secondBone = new Bone(initialBone, "nextBone", 126f);
      Bone thirdBone = new Bone(secondBone, "anotherBone", 115f);  
      
      rootBone.enablePin();
      thirdBone.enablePin();
    
    //CONSTRAINT CODE STARTS HERE:  
     Bone.setDrawKusudamas(true);//tell all Bone objects to draw any constraints set on them. 
    
     Kusudama b1Constraint = new Kusudama(initialBone); //define a Kusudama on the "initialBone"
     b1Constraint.addLimitConeAtIndex
                 (0, //add our zeroeth Limit Cone  
                  new PVector(0, 1, 0), //pointing in the direction of (0, 1, 0)
                  0.9f //with a "radius" (aka half-angle) of 0.9 radians 
                 );  
      
     //do the same for the "secondBone"
      Kusudama b2Constraint = new Kusudama(secondBone);
      b2Constraint.addLimitConeAtIndex(0, new PVector(0, 1, 0), 0.9f);
      
      ui.updatePinList(simpleArmature);
    }

    Which should give us something that looks like this: Basic Kusudama
    (Note how while interacting with the armature, neither of the bones that we constrained go outside of the purple spheres, regardless of where we set our targets.) Note also how the center of the open portion of the constraints on each bone always points away from the parent of the bone it's constraining. That's because we set the limit cone vector to (0,1,0), and since the constraint is defined in terms of the parent bone's transformation, and every bone is defined as pointing in the direction of its own transformation's y-axis.

    3. Now let's try adding more cones to each Kusudama's cone sequence. We'll add a cone on the initialBone's Kusudama pointing in the x direction, and one on the secondBone's Kusudama pointing in the z direction.

      Kusudama b1Constraint = new Kusudama(initialBone);
      b1Constraint.addLimitConeAtIndex(0, new PVector(0, 1, 0), 0.9f);
      b1Constraint.addLimitConeAtIndex(1, new PVector(1, 0, 0), 0.3f);
      
      Kusudama b2Constraint = new Kusudama(secondBone);
      b2Constraint.addLimitConeAtIndex(0, new PVector(0, 1, 0), 0.9f);
      b2Constraint.addLimitConeAtIndex(1, new PVector(0, 0, 1), 0.3f);

    Which should give us something like this. Kusudamas with multiple limit cones And there's no reason to stop there. You can define all sorts of crazy useless bounding regions which I just realized the shader apparently doesn't visualize (I'll fix it next update), but regardless they do work and the solver does respect them.

    4. Now that we have the orientation constraints defined, all that's left is to define the axial limits. That is to say, how much each bone is allowed to "twist" relative to its parent bone. This is visualized in the video above and the included shader by that little fan thing sticking out of the purple sphere. The blue line within the fan indicates the Bone's z-axis, and the fan itself sets boundaries on how much the z-axis is allowed to deviate from the z-axis of the parent bone if you were to rotate the bone back to point in the same direction as its parent by the shortest rotation possible. Setting these is as simple as adding

    b1Constraint.setAxialLimits(
       -0.3f, //floor of allowable twist
       0.3f //ceiling of allowable trist
     ,);

    Happy Hacking! Those are all the tidbits you need to get started! Poke around the included examples to get a sense of what else is possible. Or take a gander at the included reference docs, or just a drop a question in the issues section! Bug reports, contributions, and feature requests welcome :slight_smile:

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    Processing extension of EWBIK, A robust Inverse Kinematics library java.

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