# Contact stability

Contact stability is a condition used to check the *feasibility* of robot
motions. It should not be confused with the notion of (Lyapunov) stability, a
notion from control theory used to formalize the performance of a controller.

## Feasibility of a contact wrench

Contact is maintained as long as its wrench stays inside the 6D friction cone.

Everything starts with a mobile robot, *i.e.*, a robot that is able to
establish and break temporary contacts with its environment. Think for instance
of a humanoid that alternatively plants its feet on the ground to walk. At each
contact, the sum of forces exerted by the environment on the robot is
represented by a *contact wrench*. As long as the contact is maintained, this
wrench will lie inside its 6D friction cones. The contact breaks are switches to
a different contact mode as soon as its
wrench hits the boundaries of this friction cone.

## Contact stability, modes and switches

As the robot moves, its Newton-Euler equations of motion induce a coupling between the
motion’s whole-body momentum (linear and angular) and all contact wrenches. If
there exists no set of wrenches that simulatenously lie in their friction cones
and sum up to the whole-body momentum, the motion is *infeasible*. When such
wrenches exist, the motion *may be* feasible. This latter condition is known as
weak contact stability:

Definition (Pang and Trinkle):a motion of the robot isweakly contact-stableif and only if there exists contact wrenches summing up to its whole-body momentum.

Weak contact stability is the underlying criterion used in a variety of
humanoid motion planners and pattern generators. Note that, despite its use of
the term “stability”, this notion is only a *feasibility* condition. The
“weakness” of its definition is relative to the more general definition of
contact stability in the context of contact modes:

- A motion is
*contact-stable*when all its contacts stay in the same contact mode,*i.e.*, there is no*contact switch*. - A motion is
*weakly*contact-stable if it*may*keep all its contacts in the same contact mode,*i.e.*, there exists contact wrenches that support the motion without changing contact mode. - A motion is
*strongly*contact-stable if it*must*keep all its contacts in the same contact mode, that is, all contact wrenches that support the motion can only be realized without changing contact mode. (This condition is hard to achieve and rarely used in practice.)

The bottom line of these definitions is to avoid contact switches as best as possible. For a concrete example, think of these switches as follows:

In practice, only a few contact modes are exploited by current humanoid controllers. Roughly, only two contact modes: fixed (full) contacts, and no contact. Detecting contact switches on real robot, or providing a controller that would be general enough to deal with multiple contact modes, is still a widely open question, as of 2016.

## Checking contact stability

In practice, checking contact stability for a given robot motion amounts to solving a Quadratic Program (QP). Let \((\bfpdd_G, \dot{\bfL}_G)\) denote the centroidal momentum of the motion, which is the whole-body momentum taken at the center of mass \(G\). Then, feasible contact wrenches exist if and only if a solution to the following QP can be found:

\begin{align} \underset{\bfw_1, \bfw_2, \ldots}{\textrm{minimize }} & \sum_i \|\bfw_{C_i}\|^2 \\ \textrm{subject to } & \sum_i \bff_i = m \bfpdd_G \\ & \sum_i (\bfp_{C_i} - \bfp_G) \times \bff_i + \bftau_{C_i} = \dot{\bfL}_G \\ & \forall i, \bfF \bfR_i^T \bfw_{C_i} \leq 0 \end{align}where \(\bfw_{C_i} = (\bff_i, \bftau_{C_i})\) is the vector of coordinates for the \(i^\mathrm{th}\) contact wrench taken at a contact point \(C_i\) and in the world frame. The matrix \(\bfF\) describes a linearized friction cone model in the local frame, and is thus applied after a rotation \(\bfR_i^T\) of wrench coordinates from the world to the local contact frame.

When contact stability needs to be checked more than once, it becomes more profitable to compute frictional wrench cones rather than solving quadratic programs.

## To go further

The notions of contact modes is pervasive in the works of Jeffrey Trinkle, and was I think coined by him. My favorite paper in this line computes wrench cones for planar rigid-body contacts, and was a fruitful basis to apply contact wrench cones to humanoid locomotion. Before wrench cones provided a faster way to test contact stability, Boyd and Wegbreit computed optimal contact forces by solving convex optimization problems (that become quadratic programs when using linearized friction cones).

## Discussion

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