  Taking the convex hull of a curve is a natural construction in computational
geometry. On the other hand, path signatures, central in stochastic analysis,
capture geometric properties of curves, although their exact interpretation for
levels larger than two is not well understood. In this paper, we study the use
of path signatures to compute the volume of the convex hull of a curve. We
present sufficient conditions for a curve so that the volume of its convex hull
can be computed by such formulae. The canonical example is the classical moment
curve, and our class of curves, which we call cyclic, includes other known
classes such as $d$-order curves and curves with totally positive torsion. We
also conjecture a necessary and sufficient condition on curves for the
signature volume formula to hold. Finally, we give a concrete geometric
interpretation of the volume formula in terms of lengths and signed areas.
