How to stabilize a joint -- keep Ackermann wheels from wobbling

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I have an Ackermann steering vehicle I made, which works well enough at slow speed, but when speed increases, the wheels wobble. How can I keep the joints from being pushed around?

I'm accepting a twist message and converting it to the joint controllers.

Here is an example of the wheel.

 <!-- Left Wheel - Start  -->
    <link name="left_wheel"> 

        <collision> 
          <origin xyz="0 0 0" rpy="0 1.5708 1.5708" />
          <geometry> 
           <cylinder length="0.05" radius="0.1"/> 
          </geometry> 
        </collision> 

        <visual> 
          <origin xyz="0 0 0" rpy="0 1.5708 1.5708" /> 
          <geometry> 
            <cylinder length="0.05" radius="0.1"/> 
          </geometry> 
          <material name="black"/> 
        </visual>       

        <inertial> 
          <origin xyz="0 0 0" rpy="0 1.5708 1.5708" /> 
          <mass value="0.2"/> 
          <cylinder_inertia m="0.2" r="0.3" h="0.1"/> 
      <inertia ixx="0.4" ixy="0.1" ixz="0.1" iyy="0.4" iyz="0.1" izz="0.2"/> 
      </inertial> 

    </link> 
  <gazebo reference="left_wheel"> 
    <mu1 value="2.0"/> 
    <mu2 value="2.0"/> 
    <kp  value="10000000.0" /> 
    <kd  value="1.0" /> 
    <fdir1 value="0 1 0"/> 
    <material>Gazebo/Blue</material> 
  </gazebo>

    <link name="left_wheel_assembly">
        <collision> 
          <origin xyz="0 0 0" rpy="0 1.5708 1.5708" />
          <geometry> 
           <cylinder length="0.001" radius="0.04"/> 
          </geometry> 
        </collision> 

        <visual> 
          <origin xyz="0 0 0" rpy="0 1.5708 1.5708" /> 
          <geometry> 
            <cylinder length="0.001" radius="0.04"/> 
          </geometry> 
          <material name="white"/> 
        </visual>       

        <inertial> 
          <origin xyz="0 0 0" rpy="0 1.5708 1.5708" /> 
          <mass value="0.2"/> 
          <cylinder_inertia m="0.2" r="0.3" h="0.1"/> 
      <inertia ixx="0.4" ixy="0.1" ixz="0.1" iyy="0.4" iyz="0.1" izz="0.2"/> 
      </inertial>
    </link>  

  <gazebo reference="left_wheel_assembly"> 
    <mu1 value="2.0"/> 
    <mu2 value="2.0"/> 
    <kp  value="10000000.0" /> 
    <kd  value="1.0" /> 
    <fdir1 value="0 1 0"/> 
    <material>Gazebo/White</material> 
  </gazebo>

  <joint name="left_wheel_hinge" type="revolute"> 
    <parent link="chassis"/> 
    <child link="left_wheel_assembly"/> 
    <origin xyz="0.4 -0.125 0.3" rpy="0 0 0" />  
    <axis xyz="0 0 1" rpy="0 0 0" /> 
    <limit effort="100" velocity="1" lower="-1" upper="1"/> 
    <dynamics damping="0.0" friction="0.0"/> 
  </joint> 

  <joint name="left_wheel_rotate" type="continuous"> 
    <parent link="left_wheel_assembly"/> 
    <child link="left_wheel"/> 
    <origin xyz="0.0 -0.025 0.0" rpy="0 0 0" />  
    <axis xyz="0 1 0" rpy="0 0 0" /> 
    <limit effort="0" velocity="0"/> 
    <dynamics damping="0.0" friction="0.0"/> 
  </joint>


  <transmission name="tran2">
    <type>transmission_interface/SimpleTransmission</type>
    <joint name="left_wheel_hinge">
      <hardwareInterface>EffortJointInterface</hardwareInterface>
    </joint>
    <actuator name="motor2">
      <hardwareInterface>EffortJointInterface</hardwareInterface>
      <mechanicalReduction>1</mechanicalReduction>
    </actuator>
  </transmission>

  <transmission name="trans_left_wheel_rotate">
    <type>transmission_interface/SimpleTransmission</type>
    <joint name="left_wheel_rotate ...