Linear decoupling controllers of proportional derivative (PD) type are
considered for natural and robotic systems operating under holonomic
constraints. The dynamic system must be decomposed into orthogonal sub
spaces of motion and constraint. The incremental motion of the system
along the two hyperplanes must be stable. Decoupling controllers, incl
uding both non-interacting and disturbance decoupling types, are param
eterized using a single matrix parameter. The proof of stability is ba
sed on Lyapunov function approach.