  We study the spectral theory of a reversible Markov chain associated to a
hypoelliptic random walk on a manifold M. This random walk depends on a
parameter h which is roughly the size of each step of the walk. We prove
uniform bounds with respect to h on the rate of convergence to equilibrium, and
the convergence when h goes to zero to the associated hypoelliptic diffusion.
