Underactuation is a technical term used in robotics and control theory to describe mechanical systems that cannot be commanded to follow arbitrary trajectories in configuration space. This condition can occur for a number of reasons, the simplest of which is when the system has a lower number of actuators than degrees of freedom. In this case, the system is said to be trivially underactuated[citation needed].

The class of underactuated mechanical systems is very rich and includes such diverse members as automobiles, airplanes, and even animals.

Definition

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To understand the mathematical conditions which lead to underactuation, one must examine the dynamics that govern the systems in question. Newton's laws of motion dictate that the dynamics of mechanical systems are inherently second order. In general, these dynamics can be described by a second order differential equation:


 

Where:

  is the position state vector
  is the vector of control inputs
  is time.

Furthermore, in many cases the dynamics for these systems can be rewritten to be affine in the control inputs:


 

When expressed in this form, the system is said to be underactuated if:[1]


 

When this condition is met, there are acceleration directions that can not be produced no matter what the control vector is.

Note that   does not explicitly represent the number of actuators present in the system. Indeed, there may be more actuators than degrees of freedom and the system may still be underactuated. Also worth noting is the dependence of   on the state  . That is, there may exist states in which an otherwise fully actuated system becomes underactuated.

Examples

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The classic inverted pendulum is an example of a trivially underactuated system: it has two degrees of freedom (one for its support's motion in the horizontal plane, and one for the angular motion of the pendulum), but only one of them (the cart position) is actuated, and the other is only indirectly controlled. Although naturally extremely unstable, this underactuated system is still controllable.

A standard automobile is underactuated due to the nonholonomic constraints imposed by the wheels. That is, a car cannot accelerate in a direction perpendicular to the direction the wheels are facing. A similar argument can be made for boats, planes and most other vehicles.

See also

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References

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  1. ^ Tedrake, Russ (2008). Underactuated Robotics: Learning, Planning, and Control for Efficient and Agile Machines (PDF).

Further reading

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  • M. Saliba, and C.W. de Silva, "An Innovative Robotic Gripper for Grasping and Handling Research," IEEE Journal of Robotics and Automation, pp. 975–979, 1991.
  • N. Dechev, W.L. Cleghorn, and S. Naumann, “Multiple Finger, Passive Adaptive Grasp Prosthetic Hand,” Journal of Mechanism and Machine Theory, Vol. 36, No. 10, pp. 1157–1173, 2001.
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