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Solving inverse kinematics for special configuration (IKFast)

asked 2018-06-15 12:22:27 -0600

prex gravatar image

updated 2018-06-17 07:22:45 -0600

I'm trying to solve the inverse kinematics problem for a custom made robot arm. The robot arm has a special design with the following 5 DoF in serial configuration:

  • x-axis prismatic joint
  • y-axis prismatic joint
  • revolute joint about z-axis
  • revolute joint about x-axis
  • z-axis prismatic joint

Therefore, I can not reach every configuration in space, namely I'm limited in one of the end-effector angles. For better understanding of the model, I added the URDF at the end.

I was trying to use IKFast to generate an inverse kinematics .cpp file. But when using IK Type "Transform6D" I get an error:

CannotSolveError: need 6 joints

I must admit that it's not totally clear for me what this IK Types mean. I know how to calculate kinematics and inverse kinematics by hand and I can not imagine why this IK Type should matter.

Even trying "TranslationDirection5D" did results in:

CannotSolveError: raghavan roth equations too complex

So I'm wondering if IKFast can solve my problem or how I can do it. I just need the inverse kinematics calculations as "stand alone" (for simplicity) which I will then use in my ROS node. I was following this tutorial:

http://wiki.ros.org/Industrial/Tutori...

URDF file (Link 7 is just a tool frame with fixed Joint 6):

<robot name="or_robot">
  <link name="link1" />
  <link name="link2" />
  <link name="link3" />
  <link name="link4" />
  <link name="link5" />
  <link name="link6" />
  <link name="link7" />

  <joint name="joint1" type="prismatic">
    <parent link="link1"/>
    <child link="link2"/>
    <origin xyz="0 0 0.2" rpy="0 0 0" />
    <axis xyz="0 1 0" />
    <limit effort="1000.0" lower="0.0" upper="0.05" velocity="0.5"/>
  </joint>

  <joint name="joint2" type="prismatic">
    <parent link="link2"/>
    <child link="link3"/>
    <origin xyz="0 0 0" rpy="0 0 0" />
    <axis xyz="1 0 0" />
    <limit effort="1000.0" lower="0.0" upper="0.05" velocity="0.5"/>
  </joint>

  <joint name="joint3" type="revolute">
    <parent link="link3"/>
    <child link="link4"/>
    <origin xyz="0 0 0" rpy="0 0 0" />
    <axis xyz="0 0 1" />
    <limit effort="1000.0" lower="-0.4" upper="1.57" velocity="0.5"/>
  </joint>

  <joint name="joint4" type="revolute">
    <parent link="link4"/>
    <child link="link5"/>
    <origin xyz="0.1 0 0" rpy="0 0.2618 0" />
    <axis xyz="0 1 0" />
    <limit effort="1000.0" lower="0.0" upper="0.785" velocity="0.5"/>
  </joint>

  <joint name="joint5" type="prismatic">
    <parent link="link5"/>
    <child link="link6"/>
    <origin xyz="0 0 -0.05" rpy="0 0 0" />
    <axis xyz="0 0 -1" />
    <limit effort="1000.0" lower="0.0" upper="0.048" velocity="0.5"/>
  </joint>

  <joint name="joint6" type="fixed">
    <parent link="link6"/>
    <child link="link7"/>
    <origin xyz="0 0 -0.02" rpy="0 0 0" />
  </joint>

</robot>

Edit: changed units

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Comments

Just a note: you have a robot spanning a volume of 50 by 50 by 48 metres? And the links are 20, 50, 100 and 200 metres apart?

gvdhoorn gravatar imagegvdhoorn ( 2018-06-15 14:11:13 -0600 )edit

I know how to calculate kinematics and inverse kinematics by hand and I can not imagine why this IK Type should matter.

So can you tell me then how to solve for an arbitrary 6D pose with a 5dof robot?

gvdhoorn gravatar imagegvdhoorn ( 2018-06-15 14:12:45 -0600 )edit
1

I just need [..]

Be careful with these types of 'just' sentences. They are typically not as simple as they may seem.

gvdhoorn gravatar imagegvdhoorn ( 2018-06-15 14:13:34 -0600 )edit

Ups, I was looking for units and couldn't find anything. So I was expecting mm. But this shouldn't be the problem. Will change it.

I was not expecting it to work for arbitrary 6D poses. But you are right. It can not work with a closed form solution which is generated by IKFast.

prex gravatar imageprex ( 2018-06-15 14:23:17 -0600 )edit
1

I was looking for units and couldn't find anything.

Everything in ROS is SI units (REP-103). That includes URDF.

gvdhoorn gravatar imagegvdhoorn ( 2018-06-15 14:24:52 -0600 )edit

It can not work with a closed form solution which is generated by IKFast.

if you mean: ikfast can't work for your robot in general, then I would not necessarily agree with that. I've generated IKFast plugins for 5dof robots in the past.

gvdhoorn gravatar imagegvdhoorn ( 2018-06-16 08:04:21 -0600 )edit

I mean it can't work with the "transform6D" mode because of closed form. I also tried to add an additional revolute link for the 6D solution. But I always get "too complex" errors.

prex gravatar imageprex ( 2018-06-16 13:07:32 -0600 )edit

Then can you tell me which parameters to alter or how to do it? I can just choose the IK Type.

prex gravatar imageprex ( 2018-06-16 13:09:15 -0600 )edit

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answered 2018-06-24 10:57:45 -0600

prex gravatar image

Not sure if this counts as an answer, but I solved my issue by using Orocos KDL library instead of IKFast. IKFast couldn't find a closed form solution. So I was expecting a numerical solver to work better. And KDL obviously did the job.

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If a numerical solution is good enough, I'd advise you to look at trac_ik. It's much more performant and has a much higher solve rate than KDL.

gvdhoorn gravatar imagegvdhoorn ( 2018-06-24 11:41:13 -0600 )edit

Thanks, I will consider that for the final version. But at the moment KDL seems to be very fast for my application.

prex gravatar imageprex ( 2018-06-24 12:31:46 -0600 )edit

trac_ik is faster, always. And has a higher solve rate + solutions will be more accurate. Check the paper + website.

gvdhoorn gravatar imagegvdhoorn ( 2018-06-24 12:53:33 -0600 )edit

thank you I have to accpet this solution

ddl_hust gravatar imageddl_hust ( 2019-05-05 10:56:36 -0600 )edit

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Asked: 2018-06-15 12:22:27 -0600

Seen: 314 times

Last updated: Jun 24 '18